diff --git a/build/Jamfile.v2 b/build/Jamfile.v2 index b7c59a3d8..f9d833674 100644 --- a/build/Jamfile.v2 +++ b/build/Jamfile.v2 @@ -4,6 +4,9 @@ # http://www.boost.org/LICENSE_1_0.txt. import testing ; +import pch ; + +cpp-pch pch : ../src/tr1/pch.hpp : ../src/tr1 shared:BOOST_MATH_TR1_DYN_LINK=1 ; C99_SOURCES = acosh asinh @@ -56,40 +59,44 @@ if --disable-long-double in [ modules.peek : ARGV ] long-double-opts = no ; } -compile has_long_double_support.cpp : $(long-double-opts) ; - -lib boost_math_tr1 : ../src/tr1/$(TR1_SOURCES).cpp +lib boost_math_tr1 : ../src/tr1/$(TR1_SOURCES).cpp pch : shared:BOOST_MATH_TR1_DYN_LINK=1 + ../src/tr1 ; -lib boost_math_tr1f : ../src/tr1/$(TR1_SOURCES)f.cpp +lib boost_math_tr1f : ../src/tr1/$(TR1_SOURCES)f.cpp pch : shared:BOOST_MATH_TR1_DYN_LINK=1 + ../src/tr1 ; -lib boost_math_tr1l : ../src/tr1/$(TR1_SOURCES)l.cpp +lib boost_math_tr1l : ../src/tr1/$(TR1_SOURCES)l.cpp pch : shared:BOOST_MATH_TR1_DYN_LINK=1 - has_long_double_support - $(long-double-opts) + ../config//has_long_double_support + ../src/tr1 + $(long-double-opts) ; -lib boost_math_c99 : ../src/tr1/$(C99_SOURCES).cpp +lib boost_math_c99 : ../src/tr1/$(C99_SOURCES).cpp pch : shared:BOOST_MATH_TR1_DYN_LINK=1 + ../src/tr1 ; -lib boost_math_c99f : ../src/tr1/$(C99_SOURCES)f.cpp +lib boost_math_c99f : ../src/tr1/$(C99_SOURCES)f.cpp pch : shared:BOOST_MATH_TR1_DYN_LINK=1 + ../src/tr1 ; -lib boost_math_c99l : ../src/tr1/$(C99_SOURCES)l.cpp +lib boost_math_c99l : ../src/tr1/$(C99_SOURCES)l.cpp pch : shared:BOOST_MATH_TR1_DYN_LINK=1 - has_long_double_support - $(long-double-opts) + ../config//has_long_double_support + ../src/tr1 + $(long-double-opts) ; diff --git a/config/Jamfile.v2 b/config/Jamfile.v2 new file mode 100644 index 000000000..78e7c657e --- /dev/null +++ b/config/Jamfile.v2 @@ -0,0 +1,20 @@ +# copyright John Maddock 2008 +# Distributed under the Boost Software License, Version 1.0. +# (See accompanying file LICENSE_1_0.txt or copy at +# http://www.boost.org/LICENSE_1_0.txt. + +import modules ; +import path ; + +local ntl-path = [ modules.peek : NTL_PATH ] ; +local gmp_path = [ modules.peek : GMP_PATH ] ; + +obj has_long_double_support : has_long_double_support.cpp ; +obj has_mpfr_class : has_mpfr_class.cpp : + $(gmp_path) $(gmp_path)/mpfr $(gmp_path)/gmpfrxx ; +obj has_ntl_rr : has_ntl_rr.cpp : $(ntl-path)/include ; + + + + + diff --git a/build/has_long_double_support.cpp b/config/has_long_double_support.cpp similarity index 100% rename from build/has_long_double_support.cpp rename to config/has_long_double_support.cpp diff --git a/config/has_mpfr_class.cpp b/config/has_mpfr_class.cpp new file mode 100644 index 000000000..8eb3c7b26 --- /dev/null +++ b/config/has_mpfr_class.cpp @@ -0,0 +1,14 @@ +// Copyright John Maddock 2008. +// Copyright Paul A. Britow 2009 +// Use, modification and distribution are subject to the +// Boost Software License, Version 1.0. (See accompanying file +// LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt) + +#ifdef _MSC_VER +# pragma warning (disable : 4127) // conditional expression is constant +# pragma warning (disable : 4800) // 'int' : forcing value to bool 'true' or 'false' (performance warning) +# pragma warning (disable : 4512) // assignment operator could not be generated +#endif + +#include + diff --git a/config/has_ntl_rr.cpp b/config/has_ntl_rr.cpp new file mode 100644 index 000000000..f3844217e --- /dev/null +++ b/config/has_ntl_rr.cpp @@ -0,0 +1,12 @@ +// Copyright John Maddock 2008. +// Use, modification and distribution are subject to the +// Boost Software License, Version 1.0. (See accompanying file +// LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt) + + +#ifdef _MSC_VER +# pragma warning (disable : 4100) // unreferenced formal parameter +#endif + +#include + diff --git a/doc/complex/Jamfile.v2 b/doc/complex/Jamfile.v2 index f43fb240f..3e1556067 100644 --- a/doc/complex/Jamfile.v2 +++ b/doc/complex/Jamfile.v2 @@ -62,7 +62,6 @@ boostbook standalone pdf:use.role.for.mediaobject=1 pdf:preferred.mediaobject.role=print pdf:img.src.path=$(images_location)/ - pdf:admon.graphics.path=$(images_location)/../../svg-admon/ pdf:draft.mode="no" ; @@ -78,3 +77,5 @@ boostbook standalone + + diff --git a/doc/distexplorer/Jamfile.v2 b/doc/distexplorer/Jamfile.v2 new file mode 100644 index 000000000..a1474dc2d --- /dev/null +++ b/doc/distexplorer/Jamfile.v2 @@ -0,0 +1,60 @@ +# Copyright Paul A. Bristow 2008 +# Copyright John Maddock 2008 + +# Distributed under the Boost Software License, Version 1.0. +# (See accompanying file LICENSE_1_0.txt +# or copy at http://www.boost.org/LICENSE_1_0.txt) + +# Reminder: whitespace MUST terminate variable name! +# so space BEFORE ; and : + +# Distexplorer documentation as html from Quickbook. + +# project boost/doc ; + +using quickbook ; + +#path-constant images_location : html ; +# location of SVG images referenced by Quickbook. +# screenshots installed as recomended by Sourceforge. + +xml distexplorer + : + distexplorer.qbk + : +; + +# import boostbook : boostbook ; + +boostbook standalone + : + distexplorer + : + # Path for links to Boost: + boost.root=../../../../.. + # Path for libraries index: + boost.libraries=../../../../../libs/libraries.htm + # Use the main Boost stylesheet: + html.stylesheet=../../../../../doc/html/boostbook.css + + # Some general style settings: + table.footnote.number.format=1 + footnote.number.format=1 + + # HTML options first: + # Use graphics not text for navigation: + navig.graphics=1 + # How far down we chunk nested sections, basically all of them: + chunk.section.depth=10 + # Don't put the first section on the same page as the TOC: + chunk.first.sections=1 + # How far down sections get TOC's + toc.section.depth=10 + # Max depth in each TOC: + toc.max.depth=4 + # How far down we go with TOC's + generate.section.toc.level=10 + #root.filename="distexplorer" +; + + diff --git a/doc/distexplorer/distexplorer.qbk b/doc/distexplorer/distexplorer.qbk new file mode 100644 index 000000000..f76ef7fca --- /dev/null +++ b/doc/distexplorer/distexplorer.qbk @@ -0,0 +1,105 @@ +[article Statistical Distribution Explorer + [quickbook 1.4] + [copyright 2008 Paul A. Bristow, John Maddock] + [license + Distributed under the Boost Software License, Version 1.0. + (See accompanying file LICENSE_1_0.txt or copy at + [@http://www.boost.org/LICENSE_1_0.txt]) + ] + [authors [Bristow, Paul A.], [Maddock, John]] + [category math] + [purpose mathematics] + [/last-revision $Date$] +] + +A Windows utility to show the properties of statistical distributions +using parameters provided interactively by the user. + +The distributions provided are: + +*bernoulli +*beta_distribution +*binomial_distribution +*cauchy +*chi_squared +*exponential +*extreme_value +*fisher_f +*gamma_distribution +*lognormal_distribution +*negative_binomial_distribution +*normal_distribution +*pareto +*poisson +*rayleigh +*students_t +*triangular +*uniform +*weibull + +Properties of distributions computed are: + +*mean +*mode +*median +*variance +*standard deviation +*coefficient of variation, +*skewness +*kurtosis +*excess +*range supported + +Calculated, from values provided, are: + +*probability density (or mass) function (PDF) +*cumulative distribution function (CDF), and complement +*Quantiles (percentiles) are calculated for typical risk (alpha) probabilities (0.001, 0.01, 0.5, 0.1, 0.333) +and for additional probabilities provided by the user. + +Results can be saved to text files using Save or SaveAs. +All the values on the four tabs are output to the file chosen, +and are tab separated to assist input to other programs, +for example, spreadsheets or text editors. + +Note: Excel (for example), only shows 10 decimal digits, by default: +to display the maximum possible precision (abotu 15 decimal digits), +it is necessary to format all cells to display this precision. +Although unusually accurate, not all values computed by Distexplorer will be as accurate as this. +Values shown as NaN cannot be calculated from the value(s) given, +most commonly because the value input is outside the range for the distribution. + +For more information, including downloads, see + +[@http://distexplorer.sourceforge.net/ Distexplorer at Sourceforge] + +This Microsoft Windows 32 package distribution.exe +was generated from a C# program +and uses a boost_math.dll generated using the +Boost.Math C++ source code from the Boost.Math Toolkit, compiled in CLI mode, +containing the underlying statistical distribution classes and functions. + +All source code is freely available for view and use under the +[@http://www.boost.org/LICENSE_1_0.txt Boost Open Source License]. + +[@https://svn.boost.org/svn/boost/sandbox\math_toolkit\libs\math\dot_net_example +Math Toolkit C++ source code] +to produce boost_math.dll is in the most recent [@http://www.boost.org Boost] release, initially 1.35.0. + +It is distributed as a single Windows Installer package Setupdistex.msi. +Unzip the distexplorer.zip to a temporary location of your choice and run setup.exe. + +(Note that .NET framework 2.0 and VCredist are requirements for this program. +Most recent and updated Windows environments will already have these, +but they are quickly, easily and safely installed from the Microsoft site if required.) + +(The package cannot be run on other platforms at present but it should be possible +to build an equivalent utility on any C/C++ platform if anyone would like to undertake this task.) + +[/ Distexplorer.qbk + Copyright 2008 John Maddock and Paul A. Bristow. + Distributed under the Boost Software License, Version 1.0. + (See accompanying file LICENSE_1_0.txt or copy at + http://www.boost.org/LICENSE_1_0.txt). +] + diff --git a/doc/distexplorer/html/index.html b/doc/distexplorer/html/index.html new file mode 100644 index 000000000..0a21d5ffe --- /dev/null +++ b/doc/distexplorer/html/index.html @@ -0,0 +1,216 @@ + + + +Statistical Distribution Explorer + + + + + + + + + + + + +
Boost C++ LibrariesHomeLibrariesPeopleFAQMore
+
+
+
+
+
+

+Statistical Distribution Explorer

+
+

+Paul A. Bristow +

+

+John Maddock +

+
+

Copyright © 2008 Paul A. Bristow, John Maddock

+
+

+ Distributed under the Boost Software License, Version 1.0. (See accompanying + file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt) +

+
+
+
+
+

+ A Windows utility to show the properties of statistical distributions using parameters + provided interactively by the user. +

+

+ The distributions provided are: +

+
    +
  • + bernoulli +
    • +
  • + beta_distribution +
    • +
  • + binomial_distribution +
    • +
  • + cauchy +
    • +
  • + chi_squared +
    • +
  • + exponential +
    • +
  • + extreme_value +
    • +
  • + fisher_f +
    • +
  • + gamma_distribution +
    • +
  • + lognormal_distribution +
    • +
  • + negative_binomial_distribution +
    • +
  • + normal_distribution +
    • +
  • + pareto +
    • +
  • + poisson +
    • +
  • + rayleigh +
    • +
  • + students_t +
    • +
  • + triangular +
    • +
  • + uniform +
    • +
  • + weibull +
    • +
+

+ Properties of distributions computed are: +

+
    +
  • + mean +
    • +
  • + mode +
    • +
  • + median +
    • +
  • + variance +
    • +
  • + standard deviation +
    • +
  • + coefficient of variation, +
    • +
  • + skewness +
    • +
  • + kurtosis +
    • +
  • + excess +
    • +
  • + range supported +
    • +
+

+ Calculated, from values provided, are: +

+
    +
  • + probability density (or mass) function (PDF) +
    • +
  • + cumulative distribution function (CDF), and complement +
    • +
  • + Quantiles (percentiles) are calculated for typical risk (alpha) probabilities + (0.001, 0.01, 0.5, 0.1, 0.333) and for additional probabilities provided by + the user. +
    • +
+

+ Results can be saved to text files using Save or SaveAs. All the values on the + four tabs are output to the file chosen, and are tab separated to assist input + to other programs, for example, spreadsheets or text editors. +

+

+ Note: Excel (for example), only shows 10 decimal digits, by default: to display + the maximum possible precision (abotu 15 decimal digits), it is necessary to + format all cells to display this precision. Although unusually accurate, not + all values computed by Distexplorer will be as accurate as this. Values shown + as NaN cannot be calculated from the value(s) given, most commonly because the + value input is outside the range for the distribution. +

+

+ For more information, including downloads, see +

+

+ Distexplorer at Sourceforge +

+

+ This Microsoft Windows 32 package distribution.exe was generated from a C# program + and uses a boost_math.dll generated using the Boost.Math C++ source code from + the Boost.Math Toolkit, compiled in CLI mode, containing the underlying statistical + distribution classes and functions. +

+

+ All source code is freely available for view and use under the Boost + Open Source License. +

+

+ Math + Toolkit C++ source code to produce boost_math.dll is in the most recent + Boost release, initially 1.35.0. +

+

+ It is distributed as a single Windows Installer package Setupdistex.msi. Unzip + the distexplorer.zip to a temporary location of your choice and run setup.exe. +

+

+ (Note that .NET framework 2.0 and VCredist are requirements for this program. + Most recent and updated Windows environments will already have these, but they + are quickly, easily and safely installed from the Microsoft site if required.) +

+

+ (The package cannot be run on other platforms at present but it should be possible + to build an equivalent utility on any C/C++ platform if anyone would like to + undertake this task.) +

+
+ + + +

Last revised: February 26, 2009 at 17:08:18 GMT

+
+
+ + diff --git a/doc/gcd/Jamfile.v2 b/doc/gcd/Jamfile.v2 index c7c1361bb..a714bf36b 100644 --- a/doc/gcd/Jamfile.v2 +++ b/doc/gcd/Jamfile.v2 @@ -62,7 +62,6 @@ boostbook standalone pdf:use.role.for.mediaobject=1 pdf:preferred.mediaobject.role=print pdf:img.src.path=$(images_location)/ - pdf:admon.graphics.path=$(images_location)/../../svg-admon/ pdf:draft.mode="no" pdf:boost.url.prefix=http://www.boost.org/doc/libs/release/libs/math/doc/gcd/html ; diff --git a/doc/octonion/Jamfile.v2 b/doc/octonion/Jamfile.v2 index a65abe233..30f206ac8 100644 --- a/doc/octonion/Jamfile.v2 +++ b/doc/octonion/Jamfile.v2 @@ -62,7 +62,6 @@ boostbook standalone pdf:use.role.for.mediaobject=1 pdf:preferred.mediaobject.role=print pdf:img.src.path=$(images_location)/ - pdf:admon.graphics.path=$(images_location)/../../svg-admon/ pdf:draft.mode="no" pdf:boost.url.prefix=http://www.boost.org/doc/libs/release/libs/math/doc/octonion/html ; diff --git a/doc/quaternion/Jamfile.v2 b/doc/quaternion/Jamfile.v2 index 90a258ce9..5b65a19e7 100644 --- a/doc/quaternion/Jamfile.v2 +++ b/doc/quaternion/Jamfile.v2 @@ -62,7 +62,6 @@ boostbook standalone pdf:use.role.for.mediaobject=1 pdf:preferred.mediaobject.role=print pdf:img.src.path=$(images_location)/ - pdf:admon.graphics.path=$(images_location)/../../svg-admon/ pdf:draft.mode="no" pdf:boost.url.prefix=http://www.boost.org/doc/libs/release/libs/math/doc/quaternion/html ; diff --git a/doc/sf_and_dist/Jamfile.v2 b/doc/sf_and_dist/Jamfile.v2 index 1a28f7b2e..477112a03 100644 --- a/doc/sf_and_dist/Jamfile.v2 +++ b/doc/sf_and_dist/Jamfile.v2 @@ -36,7 +36,12 @@ boostbook standalone toc.max.depth=4 # How far down we go with TOC's generate.section.toc.level=10 + # Index on type: + index.on.type=1 + #root.filename="sf_dist_and_tools" + #graphicsize.extension=1 + #use.extensions=1 # PDF Options: # TOC Generation: this is needed for FOP-0.9 and later: @@ -62,10 +67,9 @@ boostbook standalone pdf:use.role.for.mediaobject=1 pdf:preferred.mediaobject.role=print pdf:img.src.path=$(images_location)/ - pdf:admon.graphics.path=$(images_location)/../../svg-admon/ pdf:draft.mode="no" pdf:boost.url.prefix=http://www.boost.org/doc/libs/release/libs/math/doc/sf_and_dist/html ; - +install pdf-install : standalone : . PDF ; diff --git a/doc/sf_and_dist/building.qbk b/doc/sf_and_dist/building.qbk new file mode 100644 index 000000000..bc133550e --- /dev/null +++ b/doc/sf_and_dist/building.qbk @@ -0,0 +1,101 @@ +[section:building If and How to Build the Library and its Examples and Tests] + +[h4 Building the Library] + +The first thing you need to ask yourself is "Do I need to build anything at all?" +as the bulk of this library is header only: meaning you can use it just by +#including the necessary header(s). Refer to +[link math_toolkit.extern_c C99 and C++ TR1 C-style Functions] +for pros and cons of using +the TR1 components as opposed to the header only ones. + +The ['only] time you ['need] to build the library is if you want to use the +`extern "C"` functions declared in ``. To build this +using Boost.Build, from a commandline boost-root directory issue a command like: + + bjam toolset=gcc --with-math install + +will do the job on Linux, while: + + bjam toolset=msvc --with-math --build-type=complete stage + +will work better on Windows (leaving libraries built +in sub-folder `/stage` below your Boost root directory). +Either way you should consult the +[@http://www.boost.org/doc/libs/release/more/getting_started/index.html +getting started guide] for more information. + +You can also build the libraries from your favourite IDE or command line tool: +each `extern "C"` function declared in `` has its own +source file with the same name in `libs/math/src/tr1`. Just select the +sources corresponding to the functions you are using and build them into +a library, or else add them directly to your project. Note that the +directory `libs/math/src/tr1` will need to be in your compiler's +#include path as well as the boost-root directory +(MSVC Tools, Options, Projects and Solutions, VC++ Directories, Include files). + +[note If you are using +a Windows compiler that supports auto-linking and you have built the sources +yourself (or added them directly to your project) then you will need to +prevent `` from trying to auto-link to the binaries +that Boost.Build generates. You can do this by defining either +BOOST_MATH_NO_LIB or BOOST_ALL_NO_LIB at project level +(so the defines get passed to each compiler invocation). +] + +Optionally the sources in `libs/math/src/tr1` have support for using +`libs/math/src/tr1/pch.hpp` as a precompiled header +['if your compiler supports precompiled headers.] Note that normally +this header is a do-nothing include: to activate the header so that +it #includes everything required by all the sources you will need to +define BOOST_BUILD_PCH_ENABLED on the command line, both when building +the pre-compiled header and when building the sources. Boost.Build +will do this automatically when appropriate. + +[h4 Building the Examples] + +The examples are all located in `libs/math/example`, they can all +be built without reference to any external libraries, either with +Boost.Build using the supplied Jamfile, or from your compiler's +command line. The only requirement is that the Boost headers are +in your compilers #include search path. + +[h4 Building the Tests] + +The tests are located in `libs/math/test` and are best built +using Boost.Build and the supplied Jamfile. If you plan to +build them separately from your favourite IDE then you will +need to add `libs/math/test` to the list of your compiler's +search paths. + +You will also need to build and link to +the Boost.Regex library for many of the tests: this can built +from the command line by following the +[@http://www.boost.org/doc/libs/release/more/getting_started/index.html +getting started guide], using a command such as: + + bjam toolset=gcc --with-regex install + +or + + bjam toolset=msvc --with-regex --build-type=complete stage + +depending on whether you are on Linux or Windows. + +Many of the tests have optional precompiled header support +using the header `libs/math/test/pch.hpp`. +Note that normally +this header is a do-nothing include: to activate the header so that +it #includes everything required by all the sources you will need to +define BOOST_BUILD_PCH_ENABLED on the command line, both when building +the pre-compiled header and when building the sources. Boost.Build +will do this automatically when appropriate. + +[endsect] + +[/ building.qbk + Copyright 2006, 2007, 2008 John Maddock and Paul A. Bristow. + Distributed under the Boost Software License, Version 1.0. + (See accompanying file LICENSE_1_0.txt or copy at + http://www.boost.org/LICENSE_1_0.txt). +] diff --git a/doc/sf_and_dist/c99_ref.qbk b/doc/sf_and_dist/c99_ref.qbk index dd90e37a6..d58774c7e 100644 --- a/doc/sf_and_dist/c99_ref.qbk +++ b/doc/sf_and_dist/c99_ref.qbk @@ -286,6 +286,8 @@ Returns /x/ truncated to the nearest integer. See also __trunc for the full template (header only) version of this function. +See also [@http://www.open-std.org/JTC1/SC22/WG14/www/docs/n1124.pdf C99 ISO Standard] + [endsect] [/ diff --git a/doc/sf_and_dist/common_overviews.qbk b/doc/sf_and_dist/common_overviews.qbk index 4ba048323..236331ca9 100644 --- a/doc/sf_and_dist/common_overviews.qbk +++ b/doc/sf_and_dist/common_overviews.qbk @@ -61,7 +61,7 @@ of breed" algorithms as many other libraries: the principle difference is that this library is implemented in C++ - taking advantage of all the abstraction mechanisms that C++ offers - where as most traditional numeric libraries are implemented in C or FORTRAN. Traditionally -languages such as C or FORTAN are perceived as easier to optimise +languages such as C or FORTRAN are perceived as easier to optimise than more complex languages like C++, so in a sense this library provides a good test of current compiler technology, and the "abstraction penalty" - if any - of C++ compared to other languages. diff --git a/doc/sf_and_dist/concepts.qbk b/doc/sf_and_dist/concepts.qbk index 3345006c7..775345154 100644 --- a/doc/sf_and_dist/concepts.qbk +++ b/doc/sf_and_dist/concepts.qbk @@ -14,17 +14,58 @@ replacement for the "real" NTL::RR that adds some syntactic sugar to keep this library happy, plus some of the standard library functions not implemented in NTL. -Finally there is a high precision __lanczos suitable for use with `boost::math::ntl::RR`, -used at 1000-bit precision in -[@../../../tools/ntl_rr_lanczos.hpp libs/math/tools/ntl_rr_lanczos.hpp]. -The approximation has a theoretical precision of > 90 decimal digits, -and an experimental precision of > 100 decimal digits. To use that -approximation, just include that header before any of the special -function headers (if you don't use it, you'll get a slower, but -fully generic implementation for all of the gamma-like functions). +For those functions that are based upon the __lanczos, the bindings +defines a series of approximations with up to 61 terms and accuracy +up to approximately 3e-113. This therefore sets the upper limit for accuracy +to the majority of functions defined this library when used with `NTL::RR`. + +There is a concept checking test program for NTL support +[@../../../../../libs/math/test/ntl_concept_check.cpp here]. [endsect][/section:use_ntl Using With NTL - a High Precision Floating-Point Library] +[section:use_mpfr Using With MPFR / GMP - a High-Precision Floating-Point Library] + +The special functions and tools in this library can be used with +[@http://www.mpfr.org MPFR (an arbitrary precision number type based on the GMP library)], +via the bindings in [@../../../../../boost/math/bindings/mpfr.hpp boost/math/bindings/mpfr.hpp]. + +In order to use these binings you will need to have installed [@http://www.mpfr.org MPFR] +plus it's dependency the [@http://gmplib.org GMP library] and the C++ wrapper for MPFR known as +[@http://math.berkeley.edu/~wilken/code/gmpfrxx/ gmpfrxx (or mpfr_class)]. + +Unfortunately `mpfr_class` doesn't quite satisfy our conceptual requirements, +so there is a very thin set of additional interfaces and some helper traits defined in +[@../../../../../boost/math/bindings/mpfr.hpp boost/math/bindings/mpfr.hpp] that you +should use in place of including 'gmpfrxx.h' directly. The existing mpfr_class is +then usable unchanged once this header is included, so it's performance-enhancing +expression templates are preserved and fully supported by this library: + + #include + #include + + int main() + { + mpfr_class::set_dprec(500); // 500 bit precision + // + // Note that the argument to tgamma is an expression template, + // that's just fine here: + // + mpfr_class v = boost::math::tgamma(sqrt(mpfr_class(2))); + std::cout << std::setprecision(50) << v << std::endl; + } + + +For those functions that are based upon the __lanczos, the bindings +defines a series of approximations with up to 61 terms and accuracy +up to approximately 3e-113. This therefore sets the upper limit for accuracy +to the majority of functions defined this library when used with `mpfr_class`. + +There is a concept checking test program for mpfr support +[@../../../../../libs/math/test/mpfr_concept_check.cpp here]. + +[endsect][/section:use_mpfr Using With MPFR / GMP - a High-Precision Floating-Point Library] + [section:concepts Conceptual Requirements for Real Number Types] The functions, and statistical distributions in this library can be used with diff --git a/doc/sf_and_dist/credits.qbk b/doc/sf_and_dist/credits.qbk index 0cea15f5b..bc708e7ae 100644 --- a/doc/sf_and_dist/credits.qbk +++ b/doc/sf_and_dist/credits.qbk @@ -7,13 +7,13 @@ John Maddock started this library, the beta, gamma, erf, polynomial, and factorial functions are his, as is the "Toolkit" section, and many of the statistical distributions. -Paul A. Bristow threw down the challenge in -[@http://www2.open-std.org/JTC1/SC22/WG21/docs/papers/2004/n1668.pdf -A Proposal to add Mathematical Functions for Statistics to the C++ +Paul A. Bristow threw down the challenge in +[@http://www2.open-std.org/JTC1/SC22/WG21/docs/papers/2004/n1668.pdf +A Proposal to add Mathematical Functions for Statistics to the C++ Standard Library] to add the key math functions, especially those essential for -statistics. After JM accepted and solved the difficult problems, +statistics. After JM accepted and solved the difficult problems, not only numerically, but in full C++ template style, PAB -implemented a few of the statistical distributions. PAB also tirelessly +implemented a few of the statistical distributions. PAB also tirelessly proof-read everything that JM threw at him (so that all remaining editorial mistakes are his fault). @@ -25,16 +25,20 @@ Bruno Lalande submitted the "compile time power of a runtime base" code. Johan R'''å'''de wrote the optimised floating point classification code. +Gautam Sewani coded the logistic distribution as part of a Google Summer of Code project 2008. + +M. A. (Thijs) van den Berg coded the Laplace distribution. +(Thijs has also threatened to implement some multivariate distributions). + Professor Nico Temme for advice on the inverse incomplete beta function. -[@http://www.shoup.net Victor Shoup for NTL], -without which it would have much difficult to +[@http://www.shoup.net Victor Shoup for NTL], +without which it would have much more difficult to produce high accuracy constants, and especially the tables of accurate values for testing. -We are grateful to Joel Guzman for helping us stress-test -his -[@http://www.boost.org/tools/quickbook/index.htm Boost.Quickbook] +We are grateful to Joel Guzman for helping us stress-test his +[@http://www.boost.org/tools/quickbook/index.htm Boost.Quickbook] program used to generate the html and pdf versions of this document, adding several new features en route. @@ -48,17 +52,17 @@ Since browser support for rendering SVG is still not universal but can be made to work with [@http://www.adobe.com/svg/viewer/install/ Adobe's free SVG viewer] plugin), so the SVG files were batch converted to JPEG using -[@http://www.inkscape.org/ Inkscape]. +[@http://www.inkscape.org/ Inkscape]. We are also indebted to Matthias Schabel for managing the formal Boost-review of this library, and to all the reviewers - including Guillaume Melquiond, -Arnaldur Gylfason, John Phillips, Stephan Tolksdorf and Jeff Garland +Arnaldur Gylfason, John Phillips, Stephan Tolksdorf and Jeff Garland - for their many helpful comments. [endsect] [/section:credits Credits and Acknowledgements] -[/ - Copyright 2006, 2007, 2008 John Maddock and Paul A. Bristow. +[/ + Copyright 2006, 2007, 2008, 2009 John Maddock and Paul A. Bristow. Distributed under the Boost Software License, Version 1.0. (See accompanying file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt). diff --git a/doc/sf_and_dist/dist_reference.qbk b/doc/sf_and_dist/dist_reference.qbk index ecb4e1260..9ca5a249e 100644 --- a/doc/sf_and_dist/dist_reference.qbk +++ b/doc/sf_and_dist/dist_reference.qbk @@ -13,6 +13,9 @@ [include distributions/extreme_value.qbk] [include distributions/fisher.qbk] [include distributions/gamma.qbk] +[include distributions/hypergeometric.qbk] +[include distributions/laplace.qbk] +[include distributions/logistic.qbk] [include distributions/lognormal.qbk] [include distributions/negative_binomial.qbk] [include distributions/nc_beta.qbk] diff --git a/doc/sf_and_dist/dist_tutorial.qbk b/doc/sf_and_dist/dist_tutorial.qbk index f09d9b521..2fd24633c 100644 --- a/doc/sf_and_dist/dist_tutorial.qbk +++ b/doc/sf_and_dist/dist_tutorial.qbk @@ -5,17 +5,17 @@ [def __F_distrib [link math_toolkit.dist.dist_ref.dists.f_dist Fisher F Distribution]] [def __students_t_distrib [link math_toolkit.dist.dist_ref.dists.students_t_dist Students t Distribution]] -[def __handbook [@http://www.itl.nist.gov/div898/handbook/ +[def __handbook [@http://www.itl.nist.gov/div898/handbook/ NIST/SEMATECH e-Handbook of Statistical Methods.]] [section:stat_tut Statistical Distributions Tutorial] This library is centred around statistical distributions, this tutorial -will give you an overview of what they are, how they can be used, and +will give you an overview of what they are, how they can be used, and provides a few worked examples of applying the library to statistical tests. -[section:overview Overview] +[section:overview Overview of Distributions] -[h4 Headers and Namespaces] +[section:headers Headers and Namespaces] All the code in this library is inside namespace boost::math. @@ -27,27 +27,29 @@ For example, to use the Students-t distribution include either or -[h4 Distributions are Objects] +[endsect] [/ section:headers Headers and Namespaces] -Each kind of distribution in this library is a class type. +[section:objects Distributions are Objects] -[link math_toolkit.policy Policies] provide fine-grained control +Each kind of distribution in this library is a class type - an object. + +[link math_toolkit.policy Policies] provide fine-grained control of the behaviour of these classes, allowing the user to customise behaviour such as how errors are handled, or how the quantiles of discrete distribtions behave. [tip If you are familiar with statistics libraries using functions, and 'Distributions as Objects' seem alien, see -[link math_toolkit.dist.stat_tut.weg.nag_library the comparison to -other statistics libraries.] +[link math_toolkit.dist.stat_tut.weg.nag_library the comparison to +other statistics libraries.] ] [/tip] Making distributions class types does two things: -* It encapsulates the kind of distribution in the C++ type system; -so, for example, Students-t distributions are always a different C++ type from +* It encapsulates the kind of distribution in the C++ type system; +so, for example, Students-t distributions are always a different C++ type from Chi-Squared distributions. -* The distribution objects store any parameters associated with the +* The distribution objects store any parameters associated with the distribution: for example, the Students-t distribution has a ['degrees of freedom] parameter that controls the shape of the distribution. This ['degrees of freedom] parameter has to be provided @@ -57,60 +59,63 @@ Although the distribution classes in this library are templates, there are typedefs on type /double/ that mostly take the usual name of the distribution (except where there is a clash with a function of the same name: beta and gamma, -in which case using the default template arguments - `RealType = double` - +in which case using the default template arguments - `RealType = double` - is nearly as convenient). Probably 95% of uses are covered by these typedefs: using namespace boost::math; - + // Construct a students_t distribution with 4 degrees of freedom: students_t d1(4); - - // Construct a double-precision beta distribution + + // Construct a double-precision beta distribution // with parameters a = 10, b = 20 beta_distribution<> d2(10, 20); // Note: _distribution<> suffix ! - + If you need to use the distributions with a type other than `double`, -then you can instantiate the template directly: the names of the +then you can instantiate the template directly: the names of the templates are the same as the `double` typedef but with `_distribution` appended, for example: __students_t_distrib or __binomial_distrib: // Construct a students_t distribution, of float type, // with 4 degrees of freedom: students_t_distribution d3(4); - + // Construct a binomial distribution, of long double type, // with probability of success 0.3 // and 20 trials in total: binomial_distribution d4(20, 0.3); - + The parameters passed to the distributions can be accessed via getter member functions: - d1.degrees_of_freedom(); // returns 4.0 - + d1.degrees_of_freedom(); // returns 4.0 + This is all well and good, but not very useful so far. What we often want is to be able to calculate the /cumulative distribution functions/ and /quantiles/ etc for these distributions. -[h4 Generic operations common to all distributions are non-member functions] +[endsect] [/section:objects Distributions are Objects] + + +[section:generic Generic operations common to all distributions are non-member functions] Want to calculate the PDF (Probability Density Function) of a distribution? No problem, just use: pdf(my_dist, x); // Returns PDF (density) at point x of distribution my_dist. - + Or how about the CDF (Cumulative Distribution Function): cdf(my_dist, x); // Returns CDF (integral from -infinity to point x) // of distribution my_dist. - + And quantiles are just the same: quantile(my_dist, p); // Returns the value of the random variable x // such that cdf(my_dist, x) == p. - -If you're wondering why these aren't member functions, it's to + +If you're wondering why these aren't member functions, it's to make the library more easily extensible: if you want to add additional generic operations - let's say the /n'th moment/ - then all you have to do is add the appropriate non-member functions, overloaded for each @@ -124,9 +129,9 @@ If you want random numbers that are distributed in a specific way, for example in a uniform, normal or triangular, see [@http://www.boost.org/libs/random/ Boost.Random]. -Whilst in principal there's nothing to prevent you from using the +Whilst in principal there's nothing to prevent you from using the quantile function to convert a uniformly distributed random -number to another distribution, in practice there are much more +number to another distribution, in practice there are much more efficient algorithms available that are specific to random number generation. ] [/tip Random numbers that approximate Quantiles of Distributions] @@ -136,7 +141,7 @@ n (the number of trials) and p (the probability of success on one trial). The `binomial_distribution` constructor therefore has two parameters: `binomial_distribution(RealType n, RealType p);` - + For this distribution the random variate is k: the number of successes observed. The probability density\/mass function (pdf) is therefore written as ['f(k; n, p)]. @@ -153,15 +158,15 @@ to separate the variate from the parameter(s) that defines the shape of the dist ] [/tip Random Variates and Distribution Parameters] As noted above the non-member function `pdf` has one parameter for the distribution object, -and a second for the random variate. So taking our binomial distribution +and a second for the random variate. So taking our binomial distribution example, we would write: `pdf(binomial_distribution(n, p), k);` -The ranges of random variate values that are permitted and are supported can be +The ranges of random variate values that are permitted and are supported can be tested by using two functions `range` and `support`. -The distribution (effectively the random variate) is said to be 'supported' +The distribution (effectively the random variate) is said to be 'supported' over a range that is [@http://en.wikipedia.org/wiki/Probability_distribution "the smallest closed set whose complement has probability zero"]. @@ -180,15 +185,15 @@ If you are plotting the PDF, or otherwise calculating, zero is not the most useful value for the lower limit of supported, as we discovered. So for this, and similar distributions, we have decided it is most numerically useful to use -the closest value to zero, min_value, for the limit of the supported range. +the closest value to zero, min_value, for the limit of the supported range. (The `range` remains from zero, so you will still get `pdf(weibull, 0) == 0`). (Exponential and gamma distributions have similarly discontinuous functions). Mathematically, the functions may make sense with an (+ or -) infinite value, but except for a few special cases (in the Normal and Cauchy distributions) -this implementation limits random variates to finite values from the `max` +this implementation limits random variates to finite values from the `max` to `min` for the `RealType`. -(See [link math_toolkit.backgrounders.implementation.handling_of_floating_point_infinity +(See [link math_toolkit.backgrounders.implementation.handling_of_floating_point_infinity Handling of Floating-Point Infinity] for rationale). @@ -196,23 +201,23 @@ Handling of Floating-Point Infinity] for rationale). [*Discrete Probability Distributions] -Note that the [@http://en.wikipedia.org/wiki/Discrete_probability_distribution +Note that the [@http://en.wikipedia.org/wiki/Discrete_probability_distribution discrete distributions], including the binomial, negative binomial, Poisson & Bernoulli, are all mathematically defined as discrete functions: -that is to say the functions `cdf` and `pdf` are only defined for integral values +that is to say the functions `cdf` and `pdf` are only defined for integral values of the random variate. However, because the method of calculation often uses continuous functions it is convenient to treat them as if they were continuous functions, and permit non-integral values of their parameters. -Users wanting to enforce a strict mathematical model may use `floor` -or `ceil` functions on the random variate prior to calling the distribution +Users wanting to enforce a strict mathematical model may use `floor` +or `ceil` functions on the random variate prior to calling the distribution function. The quantile functions for these distributions are hard to specify in a manner that will satisfy everyone all of the time. The default -behaviour is to return an integer result, that has been rounded +behaviour is to return an integer result, that has been rounded /outwards/: that is to say, lower quantiles - where the probablity is less than 0.5 are rounded down, while upper quantiles - where the probability is greater than 0.5 - are rounded up. This behaviour @@ -221,17 +226,17 @@ coverage will be present in the central region, and /no more than/ the requested coverage will be present in the tails. This behaviour can be changed so that the quantile functions are rounded -differently, or return a real-valued result using +differently, or return a real-valued result using [link math_toolkit.policy.pol_overview Policies]. It is strongly -recommended that you read the tutorial +recommended that you read the tutorial [link math_toolkit.policy.pol_tutorial.understand_dis_quant Understanding Quantiles of Discrete Distributions] before using the quantile function on a discrete distribtion. The -[link math_toolkit.policy.pol_ref.discrete_quant_ref reference docs] +[link math_toolkit.policy.pol_ref.discrete_quant_ref reference docs] describe how to change the rounding policy for these distributions. -For similar reasons continuous distributions with parameters like +For similar reasons continuous distributions with parameters like "degrees of freedom" that might appear to be integral, are treated as real values (and are promoted from integer to floating-point if necessary). @@ -239,16 +244,17 @@ In this case however, there are a small number of situations where non-integral degrees of freedom do have a genuine meaning. ] +[endsect] [/ section:generic Generic operations common to all distributions are non-member functions] + [#complements] -[h4 Complements are supported too] +[section:complements Complements are supported too - and when to use them] Often you don't want the value of the CDF, but its complement, which is -to say `1-p` rather than `p`. You could calculate the CDF and subtract +to say `1-p` rather than `p`. It is tempting to calculate the CDF and subtract it from `1`, but if `p` is very close to `1` then cancellation error -will cause you to lose significant digits. In extreme cases, `p` may -actually be equal to `1`, even though the true value of the complement is non-zero. +will cause you to lose accuracy, perhaps totally. -[link why_complements See also ['"Why complements?"]] +[link why_complements See below ['"Why and when to use complements?"]] In this library, whenever you want to receive a complement, just wrap all the function arguments in a call to `complement(...)`, for example: @@ -262,7 +268,7 @@ Any function that accepts a probability as an argument can also accept a complem by wrapping all of its arguments in a call to `complement(...)`, for example: students_t dist(5); - + for(double i = 10; i < 1e10; i *= 10) { // Calculate the quantile for a 1 in i chance: @@ -271,12 +277,12 @@ by wrapping all of its arguments in a call to `complement(...)`, for example: cout << "Quantile of students-t with 5 degrees of freedom\n" "for a 1 in " << i << " chance is " << t << endl; } - + [tip [*Critical values are just quantiles] -Some texts talk about quantiles, others about critical values, the basic rule is: +Some texts talk about quantiles, or percentiles, others about critical values, the basic rule is: ['Lower critical values] are the same as the quantile. @@ -284,7 +290,7 @@ Some texts talk about quantiles, others about critical values, the basic rule is of the probability. For example, suppose we have a Bernoulli process, giving rise to a binomial -distribution with success ratio 0.1 and 100 trials in total. The +distribution with success ratio 0.1 and 100 trials in total. The ['lower critical value] for a probability of 0.05 is given by: `quantile(binomial(100, 0.1), 0.05)` @@ -311,7 +317,7 @@ bit that didn't cancel out! Or to look at this another way: consider that we want the risk of falsely rejecting the null-hypothesis in the Student's t test to be 1 in 1 billion, for a sample size of 10,000. -This gives a probability of 1 - 10[super -9], which is exactly 1 when +This gives a probability of 1 - 10[super -9], which is exactly 1 when calculated at float precision. In this case calculating the quantile from the complement neatly solves the problem, so for example: @@ -326,11 +332,32 @@ raises an overflow error, since it is the same as: `quantile(students_t(10000), 1)` Which has no finite result. -] -[h4 Parameters can be calculated] +With all distributions, even for more reasonable probability +(unless the value of p can be represented exactly in the floating-point type) +the loss of accuracy quickly becomes significant if you simply calculate probability from 1 - p +(because it will be mostly garbage digits for p ~ 1). -Sometimes it's the parameters that define the distribution that you +So always avoid, for example, using a probability near to unity like 0.99999 + +`quantile(my_distribution, 0.99999)` + +and instead use + +`quantile(complement(my_distribution, 0.00001))` + +since 1 - 0.99999 is not exactly equal to 0.00001 when using floating-point arithmetic. + +This assumes that the 0.00001 value is either a constant, +or can be computed by some manner other than subtracting 0.99999 from 1. + +] [/ tip *Why bother with complements anyway?] + +[endsect] [/ section:complements Complements are supported too - and why] + +[section:parameters Parameters can be calculated] + +Sometimes it's the parameters that define the distribution that you need to find. Suppose, for example, you have conducted a Students-t test for equal means and the result is borderline. Maybe your two samples differ from each other, or maybe they don't; based on the result @@ -346,7 +373,7 @@ of the distributions, for example: 0.05, // maximum risk of falsely rejecting the null-hypothesis. 0.1, // maximum risk of falsely failing to reject the null-hypothesis. 0.13); // sample standard deviation - + Returns the number of degrees of freedom required to obtain a 95% probability that the observed differences in means is not down to chance alone. In the case that a borderline Students-t test result @@ -354,8 +381,10 @@ was previously obtained, this can be used to estimate how large the sample size would have to become before the observed difference was considered significant. It assumes, of course, that the sample mean and standard deviation are invariant with sample size. - -[h4 Summary] + +[endsect] [/ section:parameters Parameters can be calculated] + +[section:summary Summary] * Distributions are objects, which are constructed from whatever parameters the distribution may have. @@ -372,6 +401,7 @@ to be found from other information. Now that you have the basics, the next section looks at some worked examples. +[endsect] [/section:summary Summary] [endsect] [/section:overview Overview] [section:weg Worked Examples] @@ -386,6 +416,7 @@ Now that you have the basics, the next section looks at some worked examples. [include distributions/error_handling_example.qbk] [include distributions/find_location_and_scale.qbk] [include distributions/nag_library.qbk] +[include distributions/c_sharp.qbk] [endsect] [/section:weg Worked Examples] [include background.qbk] diff --git a/doc/sf_and_dist/distributions/c_sharp.qbk b/doc/sf_and_dist/distributions/c_sharp.qbk new file mode 100644 index 000000000..874675739 --- /dev/null +++ b/doc/sf_and_dist/distributions/c_sharp.qbk @@ -0,0 +1,20 @@ +[section:c_sharp Using the Distributions from Within C#] + +The distributions in this library can be used from the C# programming language +when they are built using Microsofts Common Language Runtime option. + +An example of this kind of usage is given in the +[@../../distexplorer/html/index.html distribution_explorer] example: +see =boost-root/libs/math/dot_net_example= +for the source code: the application consists of a C++ dll that contains the +actual distributions, and a C# GUI that allows you to explore their properties. + +[endsect] [/section:c_sharp] + +[/ + Copyright 2006 John Maddock and Paul A. Bristow. + Distributed under the Boost Software License, Version 1.0. + (See accompanying file LICENSE_1_0.txt or copy at + http://www.boost.org/LICENSE_1_0.txt). +] + diff --git a/doc/sf_and_dist/distributions/hypergeometric.qbk b/doc/sf_and_dist/distributions/hypergeometric.qbk new file mode 100644 index 000000000..24664c67f --- /dev/null +++ b/doc/sf_and_dist/distributions/hypergeometric.qbk @@ -0,0 +1,229 @@ +[section:hypergeometric_dist Hypergeometric Distribution] + +``#include `` + + namespace boost{ namespace math{ + + template + class hypergeometric_distribution; + + template + class hypergeometric_distribution + { + public: + typedef RealType value_type; + typedef Policy policy_type; + // Construct: + hypergeometric_distribution(unsigned r, unsigned n, unsigned N); + // Accessors: + unsigned total()const; + unsigned defective()const; + unsigned sample_count()const; + }; + + typedef hypergeometric_distribution<> hypergeometric; + + }} // namespaces + +The hypergeometric distribution describes the number of "events" /k/ +from a sample /n/ drawn from a total population /N/ ['without replacement]. + +Imagine we have a sample of /N/ objects of which /r/ are "defective" +and N-r are "not defective" +(the terms "success\/failure" or "red\/blue" are also used). If we sample /n/ +items /without replacement/ then what is the probability that exactly +/k/ items in the sample are defective? The answer is given by the pdf of the +hypergeometric distribution `f(k; r, n, N)`, whilst the probability of +/k/ defectives or fewer is given by F(k; r, n, N), where F(k) is the +CDF of the hypergeometric distribution. + +[note Unlike almost all of the other distributions in this library, +the hypergeometric distribution is strictly discrete: it can not be +extended to real valued arguments of its parameters or random variable.] + +The following graph shows how the distribution changes as the proportion +of "defective" items changes, while keeping the population and sample sizes +constant: + +[graph hypergeometric_pdf_1] + +Note that since the distribution is symmetrical in parameters /n/ and /r/, if we +change the sample size and keep the population and proportion "defective" the same +then we obtain basically the same graphs: + +[graph hypergeometric_pdf_2] + +[h4 Member Functions] + + hypergeometric_distribution(unsigned r, unsigned n, unsigned N); + +Constructs a hypergeometric distribution with with a population of /N/ objects, +of which /r/ are defective, and from which /n/ are sampled. + + unsigned total()const; + +Returns the total number of objects /N/. + + unsigned defective()const; + +Returns the number of objects /r/ in population /N/ which are defective. + + unsigned sample_count()const; + +Returns the number of objects /n/ which are sampled from the population /N/. + +[h4 Non-member Accessors] + +All the [link math_toolkit.dist.dist_ref.nmp usual non-member accessor functions] +that are generic to all distributions are supported: __usual_accessors. + +The domain of the random variable is the unsigned integers in the range +\[max(0, n + r - N), min(n, r)\]. A __domain_error is raised if the +random variable is outside this range, or is not an integral value. + +[caution +The quantile function will by default return an integer result that has been +/rounded outwards/. That is to say lower quantiles (where the probability is +less than 0.5) are rounded downward, and upper quantiles (where the probability +is greater than 0.5) are rounded upwards. This behaviour +ensures that if an X% quantile is requested, then /at least/ the requested +coverage will be present in the central region, and /no more than/ +the requested coverage will be present in the tails. + +This behaviour can be changed so that the quantile functions are rounded +differently using +[link math_toolkit.policy.pol_overview Policies]. It is strongly +recommended that you read the tutorial +[link math_toolkit.policy.pol_tutorial.understand_dis_quant +Understanding Quantiles of Discrete Distributions] before +using the quantile function on the Hypergeometric distribution. The +[link math_toolkit.policy.pol_ref.discrete_quant_ref reference docs] +describe how to change the rounding policy +for these distributions. + +However, note that the implementation method of the quantile function +always returns an integral value, therefore attempting to use a __Policy +that requires (or produces) a real valued result will result in a +compile time error. +] [/ caution] + + +[h4 Accuracy] + +For small N such that +`N < boost::math::max_factorial::value` then table based +lookup of the results gives an accuracy to a few epsilon. +`boost::math::max_factorial::value` is 170 at double or long double +precision. + +For larger N such that `N < boost::math::prime(boost::math::max_prime)` +then only basic arithmetic is required for the calculation +and the accuracy is typically < 20 epsilon. This takes care of N +up to 104729. + +For `N > boost::math::prime(boost::math::max_prime)` then accuracy quickly +degrades, with 5 or 6 decimal digits being lost for N = 110000. + +In general for very large N, the user should expect to loose log[sub 10]N +decimal digits of precision during the calculation, with the results +becoming meaningless for N >= 10[super 15]. + +[h4 Testing] + +There are three sets of tests: our implementation is tested against a table of values +produced by Mathematica's implementation of this distribution. We also sanity check +our implementation against some spot values computed using the online calculator +here [@http://stattrek.com/Tables/Hypergeometric.aspx http://stattrek.com/Tables/Hypergeometric.aspx]. +Finally we test accuracy against some high precision test data using +this implementation and NTL::RR. + +[h4 Implementation] + +The PDF can be calculated directly using the formula: + +[equation hypergeometric1] + +However, this can only be used directly when the largest of the factorials +is guaranteed not to overflow the floating point representation used. +This formula is used directly when `N < max_factorial::value` +in which case table lookup of the factorials gives a rapid and accurate +implementation method. + +For larger /N/ the method described in +"An Accurate Computation of the Hypergeometric Distribution Function", +Trong Wu, ACM Transactions on Mathematical Software, Vol. 19, No. 1, +March 1993, Pages 33-43 is used. The method relies on the fact that +there is an easy method for factorising a factorial into the product +of prime numbers: + +[equation hypergeometric2] + +Where p[sub i] is the i'th prime number, and e[sub i] is a small +positive integer or zero, which can be calculated via: + +[equation hypergeometric3] + +Further we can combine the factorials in the expression for the PDF +to yield the PDF directly as the product of prime numbers: + +[equation hypergeometric4] + +With this time the exponents e[sub i] being either positive, negative +or zero. Indeed such a degree of cancellation occurs in the calculation +of the e[sub i] that many are zero, and typically most have a magnitude +or no more than 1 or 2. + +Calculation of the product of the primes requires some care to prevent +numerical overflow, we use a novel recursive method which splits the +calculation into a series of sub-products, with a new sub-product +started each time the next multiplication would cause either overflow +or underflow. The sub-products are stored in a linked list on the +program stack, and combined in an order that will guarantee no overflow +or unnecessary-underflow once the last sub-product has been calculated. + +This method can be used as long as N is smaller than the largest prime +number we have stored in our table of primes (currently 104729). The method +is relatively slow (calculating the exponents requires the most time), but +requires only a small number of arithmetic operations to +calculate the result (indeed there is no shorter method involving only basic +arithmetic once the exponents have been found), the method is therefore +much more accurate than the alternatives. + +For much larger N, we can calculate the PDF from the factorials using +either lgamma, or by directly combining lanczos approximations to avoid +calculating via logarithms. We use the latter method, as it is usually +1 or 2 decimal digits more accurate than computing via logarithms with +lgamma. However, in this area where N > 104729, the user should expect +to loose around log[sub 10]N decimal digits during the calculation in +the worst case. + +The CDF and its complement is calculated by directly summing the PDF's. +We start by deciding whether the CDF, or its complement, is likely to be +the smaller of the two and then calculate the PDF at /k/ (or /k+1/ if we're +calculating the complement) and calculate successive PDF values via the +recurrence relations: + +[equation hypergeometric5] + +Until we either reach the end of the distributions domain, or the next +PDF value to be summed would be too small to affect the result. + +The quantile is calculated in a similar manner to the CDF: we first guess +which end of the distribution we're nearer to, and then sum PDFs starting +from the end of the distribution this time, until we have some value /k/ that +gives the required CDF. + +The median is simply the quantile at 0.5, and the remaining properties are +calculated via: + +[equation hypergeometric6] + +[endsect] + +[/ hypergeometric.qbk + Copyright 2008 John Maddock. + Distributed under the Boost Software License, Version 1.0. + (See accompanying file LICENSE_1_0.txt or copy at + http://www.boost.org/LICENSE_1_0.txt). +] diff --git a/doc/sf_and_dist/distributions/laplace.qbk b/doc/sf_and_dist/distributions/laplace.qbk new file mode 100644 index 000000000..ce912480e --- /dev/null +++ b/doc/sf_and_dist/distributions/laplace.qbk @@ -0,0 +1,145 @@ +[section:laplace_dist Laplace Distribution] + +``#include `` + + namespace boost{ namespace math{ + + template + class laplace_distribution; + + typedef laplace_distribution<> laplace; + + template + class laplace_distribution + { + public: + typedef RealType value_type; + typedef Policy policy_type; + // Construct: + laplace_distribution(RealType location = 0, RealType scale = 1); + // Accessors: + RealType location()const; + RealType scale()const; + }; + + }} // namespaces + +Laplace distribution is the distribution of differences between two independent variates +with identical exponential distributions (Abramowitz and Stegun 1972, p. 930). +It is also called the double exponential distribution. + +[/ Wikipedia definition is The difference between two independent identically distributed +exponential random variables is governed by a Laplace distribution.] + +For location parameter [mu][space] and scale parameter [sigma][space] it is defined by the +probability density function: + +[equation laplace_pdf] + +The location and scale parameters are equivalent to the mean and +standard deviation of the normal or Gaussian distribution. + +The following graph illustrates the effect of the location +parameter [mu][space] on the PDF. Note that the range of the random +variable remains \[-[infin],+[infin]\] irrespective of the value of the +location parameter: + +[graph laplace_pdf_mu] + +The next graph illustrates the effect of the scale parameter [sigma][space] on the PDF: + +[graph laplace_pdf_sigma] + +[h4 Member Functions] + + laplace_distribution(RealType location = 0, RealType scale = 1); + +Constructs a laplace distribution with location /location/ and +scale /scale/. + +The location parameter is the same as the mean of the random variate. + +The scale parameter is proportional to the standard deviation of the random variate. + +Requires that the scale parameter is greater than zero, otherwise calls +__domain_error. + + RealType location()const; + +Returns the /location/ parameter of this distribution. + + RealType scale()const; + +Returns the /scale/ parameter of this distribution. + +[h4 Non-member Accessors] + +All the [link math_toolkit.dist.dist_ref.nmp usual non-member accessor functions] that are generic to all +distributions are supported: __usual_accessors. + +The domain of the random variable is \[-[infin],+[infin]\]. + +[h4 Accuracy] + +The laplace distribution is implemented in terms of the +standard library log and exp functions and as such should have very small errors. + +[h4 Implementation] + +In the following table [mu] is the location parameter of the distribution, +[sigma] is its scale parameter, /x/ is the random variate, /p/ is the probability +and its complement /q = 1-p/. + +[table +[[Function][Implementation Notes]] +[[pdf][Using the relation: pdf = e[super -abs(x-[mu]) \/ [sigma]] \/ (2 * [sigma]) ]] +[[cdf][Using the relations: + +x < [mu] : p = e[super (x-[mu])/[sigma] ] \/ [sigma] + +x >= [mu] : p = 1 - e[super ([mu]-x)/[sigma] ] \/ [sigma] +]] +[[cdf complement][Using the relation: + +-x < [mu] : q = e[super (-x-[mu])/[sigma] ] \/ [sigma] + +-x >= [mu] : q = 1 - e[super ([mu]+x)/[sigma] ] \/ [sigma] +]] +[[quantile][Using the relations: + +p < 0.5 : x = [mu] + [sigma] * log(2*p) + +p >= 0.5 : x = [mu] - [sigma] * log(2-2*p) +]] +[[quantile from the complement][Using the relation: + +q > 0.5: x = [mu] + [sigma]*log(2-2*q) + +q <=0.5: x = [mu] - [sigma]*log( 2*q ) +]] +[[mean][[mu]]] +[[variance][2 * [sigma][super 2] ]] +[[mode][[mu]]] +[[skewness][0]] +[[kurtosis][6]] +[[kurtosis excess][3]] +] + +[h4 References] + +* [@http://mathworld.wolfram.com/LaplaceDistribution.html Weisstein, Eric W. "Laplace Distribution."] From MathWorld--A Wolfram Web Resource. + +* [@http://en.wikipedia.org/wiki/Laplace_distribution Laplace Distribution] + +* M. Abramowitz and I. A. Stegun, Handbook of Mathematical Functions, 1972, p. 930. + +[endsect][/section:laplace_dist laplace] + +[/ + Copyright 2008, 2009 John Maddock, Paul A. Bristow and M.A. (Thijs) van den Berg. + Distributed under the Boost Software License, Version 1.0. + (See accompanying file LICENSE_1_0.txt or copy at + http://www.boost.org/LICENSE_1_0.txt). +] + diff --git a/doc/sf_and_dist/distributions/logistic.qbk b/doc/sf_and_dist/distributions/logistic.qbk new file mode 100644 index 000000000..e73343b35 --- /dev/null +++ b/doc/sf_and_dist/distributions/logistic.qbk @@ -0,0 +1,103 @@ +[section:logistic_dist Logistic Distribution] + +``#include `` + + namespace boost{ namespace math{ + + template + class logistic_distribution; + + template + class logistic_distribution + { + public: + typedef RealType value_type; + typedef Policy policy_type; + // Construct: + logistic_distribution(RealType location = 0, RealType scale = 1); + // Accessors: + RealType location()const; // location. + RealType scale()const; // scale. + + }; + + typedef logistic_distribution<> logistic; + + }} // namespaces + +The logistic distribution is a continous probability distribution. +It has two parameters - location and scale. The cumulative distribution +function of the logistic distribution appears in logistic regression +and feedforward neural networks. Among other applications, +United State Chess Federation and FIDE use it to calculate chess ratings. + +The following graph shows how the distribution changes as the +parameters change: + +[graph logistic_pdf] + +[h4 Member Functions] + + logistic_distribution(RealType u = 0, RealType s = 1); + +Constructs a logistic distribution with location /u/ and scale /s/. + +Requires `scale > 0`, otherwise a __domain_error is raised. + + RealType location()const; + +Returns the location of this distribution. + + RealType scale()const; + +Returns the scale of this distribution. + +[h4 Non-member Accessors] + +All the [link math_toolkit.dist.dist_ref.nmp usual non-member accessor functions] +that are generic to all distributions are supported: __usual_accessors. + +The domain of the random variable is \[-\[max_value\], +\[min_value\]\]. +However, the pdf and cdf support inputs of +[infin] and -[infin] +as special cases if RealType permits. + +At `p=1` and `p=0`, the quantile function returns the result of ++__overflow_error and -__overflow_error, while the complement +quantile function returns the result of -__overflow_error and ++__overflow_error respectively. + +[h4 Accuracy] + +The logistic distribution is implemented in terms of the `std::exp` +and the `std::log` functions, so its accuracy is related to the +accurate implementations of those functions on a given platform. +When calculating the quantile with a non-zero /position/ parameter +catastrophic cancellation errors can occur: +in such cases, only a low /absolute error/ can be guarenteed. + +[h4 Implementation] + +[table +[[Function][Implementation Notes]] +[[pdf][Using the relation: pdf = e[super -(x-u)/s] / (s*(1+e[super -(x-u)/s])[super 2])]] +[[cdf][Using the relation: p = 1/(1+e[super -(x-u)/s])]] +[[cdf complement][Using the relation: q = 1/(1+e[super (x-u)/s])]] +[[quantile][Using the relation: x = u - s*log(1/p-1)]] +[[quantile from the complement][Using the relation: x = u + s*log(p/1-p)]] +[[mean][u]] +[[mode][The same as the mean.]] +[[skewness][0]] +[[kurtosis excess][6/5]] +[[variance][ ([pi]*s)[super 2] / 3]] +] + +[endsect] + +[/ logistic.qbk + Copyright 2006, 2007 John Maddock and Paul A. Bristow. + Distributed under the Boost Software License, Version 1.0. + (See accompanying file LICENSE_1_0.txt or copy at + http://www.boost.org/LICENSE_1_0.txt). +] + diff --git a/doc/sf_and_dist/distributions/pareto.qbk b/doc/sf_and_dist/distributions/pareto.qbk index 82de7fc0e..4e7e2c417 100644 --- a/doc/sf_and_dist/distributions/pareto.qbk +++ b/doc/sf_and_dist/distributions/pareto.qbk @@ -3,41 +3,42 @@ ``#include `` - namespace boost{ namespace math{ - - template class pareto_distribution; - + typedef pareto_distribution<> pareto; - + template class pareto_distribution { public: typedef RealType value_type; // Constructor: - pareto_distribution(RealType location = 1, RealType shape = 1) + pareto_distribution(RealType scale = 1, RealType shape = 1) // Accessors: - RealType location()const; + RealType scale()const; RealType shape()const; }; - + }} // namespaces - + The [@http://en.wikipedia.org/wiki/pareto_distribution Pareto distribution] -is a continuous distribution with the +is a continuous distribution with the [@http://en.wikipedia.org/wiki/Probability_density_function probability density function (pdf)]: f(x; [alpha], [beta]) = [alpha][beta][super [alpha]] / x[super [alpha]+ 1] -For shape parameter [alpha][space] > 0, and location parameter [beta][space] > 0, and [alpha][space] > 0. +For shape parameter [alpha][space] > 0, and scale parameter [beta][space] > 0. +If x < [beta][space], the pdf is zero. -The [@http://mathworld.wolfram.com/paretoDistribution.html Pareto distribution] +The [@http://mathworld.wolfram.com/ParetoDistribution.html Pareto distribution] often describes the larger compared to the smaller. A classic example is that 80% of the wealth is owned by 20% of the population. -The following graph illustrates how the PDF varies with the location parameter [beta]: +The following graph illustrates how the PDF varies with the scale parameter [beta]: [graph pareto_pdf1] @@ -48,23 +49,23 @@ And this graph illustrates how the PDF varies with the shape parameter [alpha]: [h4 Related distributions] - + [h4 Member Functions] - pareto_distribution(RealType location = 1, RealType shape = 1); - -Constructs a [@http://en.wikipedia.org/wiki/pareto_distribution + pareto_distribution(RealType scale = 1, RealType shape = 1); + +Constructs a [@http://en.wikipedia.org/wiki/pareto_distribution pareto distribution] with shape /shape/ and scale /scale/. -Requires that the /shape/ and /scale/ parameters are both greater than zero, +Requires that the /shape/ and /scale/ parameters are both greater than zero, otherwise calls __domain_error. - - RealType location()const; - -Returns the /location/ parameter of this distribution. + + RealType scale()const; + +Returns the /scale/ parameter of this distribution. RealType shape()const; - + Returns the /shape/ parameter of this distribution. [h4 Non-member Accessors] @@ -72,19 +73,20 @@ Returns the /shape/ parameter of this distribution. All the [link math_toolkit.dist.dist_ref.nmp usual non-member accessor functions] that are generic to all distributions are supported: __usual_accessors. -The supported domain of the random variable is \[location, [infin]\]. +The supported domain of the random variable is \[scale, [infin]\]. [h4 Accuracy] -The pareto distribution is implemented in terms of the +The Pareto distribution is implemented in terms of the standard library `exp` functions plus __expm1 -and as such should have very low error rates -except when probability is very close to unity. +and so should have very small errors, usually only a few epsilon. + +If probability is near to unity (or the complement of a probability near zero) see also __why_complements. [h4 Implementation] In the following table [alpha][space] is the shape parameter of the distribution, and -[beta][space] is its location parameter, /x/ is the random variate, /p/ is the probability +[beta][space] is its scale parameter, /x/ is the random variate, /p/ is the probability and its complement /q = 1-p/. [table @@ -92,24 +94,26 @@ and its complement /q = 1-p/. [[pdf][Using the relation: pdf p = [alpha][beta][super [alpha]]/x[super [alpha] +1] ]] [[cdf][Using the relation: cdf p = 1 - ([beta][space] / x)[super [alpha]] ]] [[cdf complement][Using the relation: q = 1 - p = -([beta][space] / x)[super [alpha]] ]] -[[quantile][Using the relation: x = [alpha] / (1 - p)[super 1/[beta]] ]] -[[quantile from the complement][Using the relation: x = [alpha] / (q)[super 1/[beta]] ]] +[[quantile][Using the relation: x = [beta] / (1 - p)[super 1/[alpha]] ]] +[[quantile from the complement][Using the relation: x = [beta] / (q)[super 1/[alpha]] ]] [[mean][[alpha][beta] / ([beta] - 1) ]] [[variance][[beta][alpha][super 2] / ([beta] - 1)[super 2] ([beta] - 2) ]] [[mode][[alpha]]] -[[skewness][Refer to [@http://mathworld.wolfram.com/paretoDistribution.html Weisstein, Eric W. "Pareto Distribution." From MathWorld--A Wolfram Web Resource.] ]] -[[kurtosis][Refer to [@http://mathworld.wolfram.com/paretoDistribution.html Weisstein, Eric W. "Pareto Distribution." From MathWorld--A Wolfram Web Resource.] ]] -[[kurtosis excess][Refer to [@http://mathworld.wolfram.com/paretoDistribution.html Weisstein, Eric W. "pareto Distribution." From MathWorld--A Wolfram Web Resource.] ]] +[[skewness][Refer to [@http://mathworld.wolfram.com/ParetoDistribution.html Weisstein, Eric W. "Pareto Distribution." From MathWorld--A Wolfram Web Resource.] ]] +[[kurtosis][Refer to [@http://mathworld.wolfram.com/ParetoDistribution.html Weisstein, Eric W. "Pareto Distribution." From MathWorld--A Wolfram Web Resource.] ]] +[[kurtosis excess][Refer to [@http://mathworld.wolfram.com/ParetoDistribution.html Weisstein, Eric W. "pareto Distribution." From MathWorld--A Wolfram Web Resource.] ]] ] [h4 References] * [@http://en.wikipedia.org/wiki/pareto_distribution Pareto Distribution] * [@http://mathworld.wolfram.com/paretoDistribution.html Weisstein, Eric W. "Pareto Distribution." From MathWorld--A Wolfram Web Resource.] +* Handbook of Statistical Distributions with Applications, K Krishnamoorthy, ISBN 1-58488-635-8, Chapter 23, pp 257 - 267. +(Note the meaning of a and b is reversed in Wolfram and Krishnamoorthy). [endsect][/section:pareto pareto] -[/ - Copyright 2006 John Maddock and Paul A. Bristow. +[/ + Copyright 2006, 2009 John Maddock and Paul A. Bristow. Distributed under the Boost Software License, Version 1.0. (See accompanying file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt). diff --git a/doc/sf_and_dist/distributions/students_t_examples.qbk b/doc/sf_and_dist/distributions/students_t_examples.qbk index bc4c35dea..354b6a5e9 100644 --- a/doc/sf_and_dist/distributions/students_t_examples.qbk +++ b/doc/sf_and_dist/distributions/students_t_examples.qbk @@ -509,14 +509,13 @@ Confidence Estimated Estimated Value (%) Sample Size Sample Size (one sided test) (two sided test) _______________________________________________________________ - 50.000 2 3 - 75.000 4 5 - 90.000 8 10 - 95.000 12 14 - 99.000 21 23 - 99.900 36 38 - 99.990 51 54 - 99.999 67 69 + 75.000 3 4 + 90.000 7 9 + 95.000 11 13 + 99.000 20 22 + 99.900 35 37 + 99.990 50 53 + 99.999 66 68 '''] So in this case, many more measurements would have had to be made, diff --git a/doc/sf_and_dist/ellint_legendre.qbk b/doc/sf_and_dist/ellint_legendre.qbk index b964391cd..0808058df 100644 --- a/doc/sf_and_dist/ellint_legendre.qbk +++ b/doc/sf_and_dist/ellint_legendre.qbk @@ -257,11 +257,6 @@ would be complex). [optional_policy] -[caution In addition, the region where ['n > 1] and [phi][space] ['is not in the range] -\[0, [pi]\/2\] is currently unsupported and returns the result of __domain_error. -For this reason it is recomended that you keep [phi][space] inside its "natural" range -of \[0, [pi]\/2\].] - template ``__sf_result`` ellint_3(T1 k, T2 n); @@ -275,7 +270,7 @@ Returns the complete elliptic integral of the first kind ['[Pi](n, k)]: Requires ['-1 <= k <= 1] and ['n < 1], otherwise returns the result of __domain_error (outside this range the result would be complex). -[opitonal_policy] +[optional_policy] [heading Accuracy] @@ -322,7 +317,13 @@ Then the relations: ['[Pi](n, -[phi], k) = -[Pi](n, [phi], k)] -['[Pi](n, [phi]+m[pi], k) = [Pi](n, [phi], k) + 2m[Pi](n, k)] +['[Pi](n, [phi]+m[pi], k) = [Pi](n, [phi], k) + 2m[Pi](n, k) ; n <= 1] + +['[Pi](n, [phi]+m[pi], k) = [Pi](n, [phi], k) ; n > 1] +[footnote I haven't been able to find a literature reference for this +relation, but it appears to be the convention used by Mathematica. +Intuitively the first ['2 * m * [Pi](n, k)] terms cancel out as the +derivative alternates between +[infin] and -[infin].] are used to move [phi][space] to the range \[0, [pi]\/2\]. @@ -335,9 +336,4 @@ and [equation ellint26] -The remaining problem area occurs when n > 1 and [phi][space] is outside -the range \[0, [pi]\/2\]. In this range the reduction formula for -large [phi][space] can no longer be applied. Likewise the identities 17.7.7/8 -in A&S for reducing n to the range \[0,1\] appear to be no longer applicable. - [endsect] diff --git a/doc/sf_and_dist/equations/generate.sh b/doc/sf_and_dist/equations/generate.sh index 677ab577f..e936908d5 100755 --- a/doc/sf_and_dist/equations/generate.sh +++ b/doc/sf_and_dist/equations/generate.sh @@ -7,8 +7,8 @@ # # Paths to tools come first, change these to match your system: # -math2svg='C:\download\open\SVGMath-0.3.1\math2svg.py' -python=/cygdrive/c/Python25/python.exe +math2svg='d:\download\open\SVGMath-0.3.1\math2svg.py' +python=/cygdrive/c/Python26/python.exe inkscape=/cygdrive/c/progra~1/Inkscape/inkscape # Image DPI: dpi=120 @@ -29,3 +29,4 @@ done + diff --git a/doc/sf_and_dist/equations/hypergeometric1.mml b/doc/sf_and_dist/equations/hypergeometric1.mml new file mode 100644 index 000000000..91605ca26 --- /dev/null +++ b/doc/sf_and_dist/equations/hypergeometric1.mml @@ -0,0 +1,117 @@ + +]> + +hypergeometric1 + + + + + + f + + + k + ; + r + , + n + , + N + + + + = + + + + n + ! + r + ! + + + N + − + n + + + ! + + + N + − + r + + + ! + + + N + ! + k + ! + + + n + − + k + + + ! + + + r + − + k + + + ! + + + N + − + n + − + r + + + k + + + ! + + + + ; + + max + + + 0, + N + − + r + − + n + + + k + + + < + = + k + < + = + min + + + r + , + n + + + + + + diff --git a/doc/sf_and_dist/equations/hypergeometric1.png b/doc/sf_and_dist/equations/hypergeometric1.png new file mode 100644 index 000000000..8d40b1f53 Binary files /dev/null and b/doc/sf_and_dist/equations/hypergeometric1.png differ diff --git a/doc/sf_and_dist/equations/hypergeometric1.svg b/doc/sf_and_dist/equations/hypergeometric1.svg new file mode 100644 index 000000000..8f273d9d3 --- /dev/null +++ b/doc/sf_and_dist/equations/hypergeometric1.svg @@ -0,0 +1,2 @@ + +f(k;r,n,N)=n!r!(N−n)!(N−r)!N!k!(n−k)!(r−k)!(N−n−r+k)!;max(0,N−r−n+k)<=k<=min(r,n) \ No newline at end of file diff --git a/doc/sf_and_dist/equations/hypergeometric2.mml b/doc/sf_and_dist/equations/hypergeometric2.mml new file mode 100644 index 000000000..6af01b75d --- /dev/null +++ b/doc/sf_and_dist/equations/hypergeometric2.mml @@ -0,0 +1,50 @@ + +]> + +hypergeometric2 + + + + + + N + ! + + = + + + ∏ + + i + = + 0 + + + + p + i + + < + N + + + + + + p + i + + + + + e + i + + + + + + + diff --git a/doc/sf_and_dist/equations/hypergeometric2.png b/doc/sf_and_dist/equations/hypergeometric2.png new file mode 100644 index 000000000..3629a13eb Binary files /dev/null and b/doc/sf_and_dist/equations/hypergeometric2.png differ diff --git a/doc/sf_and_dist/equations/hypergeometric2.svg b/doc/sf_and_dist/equations/hypergeometric2.svg new file mode 100644 index 000000000..b2c918eb5 --- /dev/null +++ b/doc/sf_and_dist/equations/hypergeometric2.svg @@ -0,0 +1,2 @@ + +N!=âˆi=0pi<Npiei \ No newline at end of file diff --git a/doc/sf_and_dist/equations/hypergeometric3.mml b/doc/sf_and_dist/equations/hypergeometric3.mml new file mode 100644 index 000000000..b81424687 --- /dev/null +++ b/doc/sf_and_dist/equations/hypergeometric3.mml @@ -0,0 +1,60 @@ + +]> + +hypergeometric3 + + + + + + + + e + i + + + + = + + + ∑ + + j + = + 1 + + + + p + + i + + j + + ≤ + N + + + flοor + + + + N + + + p + + i + + j + + + + + + + + + diff --git a/doc/sf_and_dist/equations/hypergeometric3.png b/doc/sf_and_dist/equations/hypergeometric3.png new file mode 100644 index 000000000..b9f76aea5 Binary files /dev/null and b/doc/sf_and_dist/equations/hypergeometric3.png differ diff --git a/doc/sf_and_dist/equations/hypergeometric3.svg b/doc/sf_and_dist/equations/hypergeometric3.svg new file mode 100644 index 000000000..2d53025e2 --- /dev/null +++ b/doc/sf_and_dist/equations/hypergeometric3.svg @@ -0,0 +1,2 @@ + +ei=∑j=1pij≤Nflοor(Npij) \ No newline at end of file diff --git a/doc/sf_and_dist/equations/hypergeometric4.mml b/doc/sf_and_dist/equations/hypergeometric4.mml new file mode 100644 index 000000000..6da4a4373 --- /dev/null +++ b/doc/sf_and_dist/equations/hypergeometric4.mml @@ -0,0 +1,60 @@ + +]> + +hypergeometric4 + + + + + + f + + + k + ; + r + , + n + , + N + + + + = + + + ∏ + + i + = + 0 + + + + p + i + + < + N + + + + + + p + i + + + + + e + i + + + + + + + diff --git a/doc/sf_and_dist/equations/hypergeometric4.png b/doc/sf_and_dist/equations/hypergeometric4.png new file mode 100644 index 000000000..a3e219b92 Binary files /dev/null and b/doc/sf_and_dist/equations/hypergeometric4.png differ diff --git a/doc/sf_and_dist/equations/hypergeometric4.svg b/doc/sf_and_dist/equations/hypergeometric4.svg new file mode 100644 index 000000000..8814d8618 --- /dev/null +++ b/doc/sf_and_dist/equations/hypergeometric4.svg @@ -0,0 +1,2 @@ + +f(k;r,n,N)=âˆi=0pi<Npiei \ No newline at end of file diff --git a/doc/sf_and_dist/equations/hypergeometric5.mml b/doc/sf_and_dist/equations/hypergeometric5.mml new file mode 100644 index 000000000..a1fc31392 --- /dev/null +++ b/doc/sf_and_dist/equations/hypergeometric5.mml @@ -0,0 +1,159 @@ + +]> + +hypergeometric5 + + + + + + + + + f + + + k + + + 1 + ; + r + , + n + , + N + + + + = + + + + + + n + − + k + + + + + r + − + k + + + + + + + k + + + 1 + + + + + N + − + n + − + r + + + k + + + 1 + + + + + f + + + k + ; + r + , + n + , + N + + + + + + + f + + + k + − + 1 + ; + r + , + n + , + N + + + + = + + + + x + + + N + − + n + − + r + + + k + + + + + + + n + − + k + + + 1 + + + + + r + − + k + + + 1 + + + + + f + + + k + ; + r + , + n + , + N + + + + + + + + + diff --git a/doc/sf_and_dist/equations/hypergeometric5.png b/doc/sf_and_dist/equations/hypergeometric5.png new file mode 100644 index 000000000..7e83643fe Binary files /dev/null and b/doc/sf_and_dist/equations/hypergeometric5.png differ diff --git a/doc/sf_and_dist/equations/hypergeometric5.svg b/doc/sf_and_dist/equations/hypergeometric5.svg new file mode 100644 index 000000000..143e46d5b --- /dev/null +++ b/doc/sf_and_dist/equations/hypergeometric5.svg @@ -0,0 +1,2 @@ + +f(k+1;r,n,N)=(n−k)(r−k)(k+1)(N−n−r+k+1)f(k;r,n,N)f(k−1;r,n,N)=x(N−n−r+k)(n−k+1)(r−k+1)f(k;r,n,N) \ No newline at end of file diff --git a/doc/sf_and_dist/equations/hypergeometric6.mml b/doc/sf_and_dist/equations/hypergeometric6.mml new file mode 100644 index 000000000..f58fa107e --- /dev/null +++ b/doc/sf_and_dist/equations/hypergeometric6.mml @@ -0,0 +1,295 @@ + +]> + +hypergeometric6 + + + + + + + + + mean + + = + + + + r + n + + N + + + + + + mode + + = + + floor + + + + + + + r + + + 1 + + + + + n + + + 1 + + + + + N + + + 2 + + + + + + + + + variance + + = + + + + r + + + + n + N + + + + + + 1 + − + + n + N + + + + + + N + − + r + + + + + + N + − + 1 + + + + + + + + skewness + + = + + + + + + N + − + 2 + n + + + + + + N + − + 1 + + + + + + N + − + 2 + r + + + + + + + r + n + + + N + − + n + + + + + N + − + r + + + + + + + N + − + 2 + + + + + + + + + kurtosis excess + + = + + + + + + + N + 2 + + + + N + − + 1 + + + + + r + + + N + − + 2 + + + + + N + − + 3 + + + + + N + − + r + + + + + + + + + + + N + + + N + + + 1 + + + − + 6 + N + + + N + − + r + + + + + n + + + N + − + n + + + + + + + + + 3 + r + + + N + − + r + + + + + N + + + 6 + + + + + + N + 2 + + + + − + 6 + + + + + + + + + diff --git a/doc/sf_and_dist/equations/hypergeometric6.png b/doc/sf_and_dist/equations/hypergeometric6.png new file mode 100644 index 000000000..d6a7f0c7f Binary files /dev/null and b/doc/sf_and_dist/equations/hypergeometric6.png differ diff --git a/doc/sf_and_dist/equations/hypergeometric6.svg b/doc/sf_and_dist/equations/hypergeometric6.svg new file mode 100644 index 000000000..ee36304bd --- /dev/null +++ b/doc/sf_and_dist/equations/hypergeometric6.svg @@ -0,0 +1,2 @@ + +mean=rnNmode=floor((r+1)(n+1)N+2)variance=r(nN)(1−nN)(N−r)(N−1)skewness=(N−2n)(N−1)(N−2r)rn(N−n)(N−r)(N−2)kurtosis excess=(N2(N−1)r(N−2)(N−3)(N−r))(N(N+1)−6N(N−r)n(N−n)+3r(N−r)(N+6)N2−6) \ No newline at end of file diff --git a/doc/sf_and_dist/equations/laplace_pdf.mml b/doc/sf_and_dist/equations/laplace_pdf.mml new file mode 100644 index 000000000..6ba8cc8d2 --- /dev/null +++ b/doc/sf_and_dist/equations/laplace_pdf.mml @@ -0,0 +1,52 @@ + +]> + +laplace_pdf + + + + + f + + + x + ; + μ + , + σ + + + + = + + + 1 + + 2 + σ + + + + e + + − + + + | + x + − + μ + | + + + σ + + + + + + + + \ No newline at end of file diff --git a/doc/sf_and_dist/equations/laplace_pdf.png b/doc/sf_and_dist/equations/laplace_pdf.png new file mode 100644 index 000000000..b299820f8 Binary files /dev/null and b/doc/sf_and_dist/equations/laplace_pdf.png differ diff --git a/doc/sf_and_dist/equations/laplace_pdf.svg b/doc/sf_and_dist/equations/laplace_pdf.svg new file mode 100644 index 000000000..579645acb --- /dev/null +++ b/doc/sf_and_dist/equations/laplace_pdf.svg @@ -0,0 +1,2 @@ + +f(x;μ,σ)=12σe−|x−μ|σ \ No newline at end of file diff --git a/doc/sf_and_dist/graphs/dist_graphs.cpp b/doc/sf_and_dist/graphs/dist_graphs.cpp index 195d9401a..d2b02b05f 100644 --- a/doc/sf_and_dist/graphs/dist_graphs.cpp +++ b/doc/sf_and_dist/graphs/dist_graphs.cpp @@ -1,5 +1,16 @@ -// (C) Copyright John Maddock 2008. -// Copyright Paul A. Bristow 2008 +/*! \file dist_graphs.cpp + \brief Produces Scalable Vector Graphic (.svg) files for all distributions. + \details These files can be viewed using most browsers, + though MS Internet Explorer requires a plugin from Adobe. + These file can be converted to .png using Inkscape + (see www.inkscape.org) Export Bit option which by default produces + a Portable Network Graphic file with that same filename but .png suffix instead of .svg. + Using Python, generate.sh does this conversion automatically for all .svg files in a folder. + + \author John Maddock and Paul A. Bristow + */ +// Copyright John Maddock 2008. +// Copyright Paul A. Bristow 2008, 2009 // Use, modification and distribution are subject to the // Boost Software License, Version 1.0. (See accompanying file // LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt) @@ -23,27 +34,30 @@ #include template -struct is_discrete_distribution +struct is_discrete_distribution : public boost::mpl::false_{}; template -struct is_discrete_distribution > +struct is_discrete_distribution > : public boost::mpl::true_{}; template -struct is_discrete_distribution > +struct is_discrete_distribution > : public boost::mpl::true_{}; template -struct is_discrete_distribution > +struct is_discrete_distribution > : public boost::mpl::true_{}; template -struct is_discrete_distribution > +struct is_discrete_distribution > + : public boost::mpl::true_{}; +template +struct is_discrete_distribution > : public boost::mpl::true_{}; template struct value_finder { - value_finder(Dist const& d, typename Dist::value_type v) + value_finder(Dist const& d, typename Dist::value_type v) : m_dist(d), m_value(v) {} inline typename Dist::value_type operator()(const typename Dist::value_type& x) @@ -79,9 +93,9 @@ public: // double mod; try - { - mod = mode(d); - } + { + mod = mode(d); + } catch(const std::domain_error& ) { mod = a; @@ -96,7 +110,7 @@ public: double peek_y = pdf(d, mod); double min_y = peek_y / 20; // - // If the extent is "infinite" then find out how large it + // If the extent is "infinite" then find out how large it // has to be for the PDF to decay to min_y: // if(a <= -(std::numeric_limits::max)()) @@ -130,7 +144,7 @@ public: } // // Recalculate peek_y and location of mod so that - // it's not too close to one end of the graph: + // it's not too close to one end of the graph: // otherwise we may be shooting off to infinity. // if(!is_discrete_distribution::value) @@ -157,7 +171,7 @@ public: } else { - if(a < m_min_x) + if(a < m_min_x) m_min_x = a; if(b > m_max_x) m_max_x = b; @@ -168,7 +182,7 @@ public: { using namespace boost::svg; - static const svg_color colors[5] = + static const svg_color colors[5] = { darkblue, darkred, @@ -291,7 +305,7 @@ public: .line_color(colors[color_index]) .line_width(1.) .shape(none) - .area_fill(colors[color_index]); + .area_fill(colors[color_index]); ++color_index; color_index = color_index % (sizeof(colors)/sizeof(colors[0])); } @@ -307,21 +321,21 @@ private: int main() { - distribution_plotter > + distribution_plotter > gamma_plotter; gamma_plotter.add(boost::math::gamma_distribution<>(1), "shape = 0.5"); gamma_plotter.add(boost::math::gamma_distribution<>(2), "shape = 1"); gamma_plotter.add(boost::math::gamma_distribution<>(4), "shape = 3"); gamma_plotter.plot("Gamma Distribution PDF With Scale = 1", "gamma1_pdf.svg"); - distribution_plotter > + distribution_plotter > gamma_plotter2; gamma_plotter2.add(boost::math::gamma_distribution<>(2, 0.5), "scale = 2"); gamma_plotter2.add(boost::math::gamma_distribution<>(2, 1), "scale = 0.5"); gamma_plotter2.add(boost::math::gamma_distribution<>(2, 2), "scale = 2"); gamma_plotter2.plot("Gamma Distribution PDF With Shape = 2", "gamma2_pdf.svg"); - distribution_plotter + distribution_plotter normal_plotter; normal_plotter.add(boost::math::normal(0, 1), "μ = 0, σ = 1"); normal_plotter.add(boost::math::normal(0, 0.5), "μ = 0, σ = 0.5"); @@ -330,7 +344,16 @@ int main() normal_plotter.add(boost::math::normal(1, 1), "μ = 1, σ = 1"); normal_plotter.plot("Normal Distribution PDF", "normal_pdf.svg"); - distribution_plotter + distribution_plotter + laplace_plotter; + laplace_plotter.add(boost::math::laplace(0, 1), "μ = 0, σ = 1"); + laplace_plotter.add(boost::math::laplace(0, 0.5), "μ = 0, σ = 0.5"); + laplace_plotter.add(boost::math::laplace(0, 2), "μ = 0, σ = 2"); + laplace_plotter.add(boost::math::laplace(-1, 1), "μ = -1, σ = 1"); + laplace_plotter.add(boost::math::laplace(1, 1), "μ = 1, σ = 1"); + laplace_plotter.plot("Laplace Distribution PDF", "laplace_pdf.svg"); + + distribution_plotter nc_cs_plotter; nc_cs_plotter.add(boost::math::non_central_chi_squared(20, 0), "v=20, λ=0"); nc_cs_plotter.add(boost::math::non_central_chi_squared(20, 1), "v=20, λ=1"); @@ -340,7 +363,7 @@ int main() nc_cs_plotter.add(boost::math::non_central_chi_squared(20, 100), "v=20, λ=100"); nc_cs_plotter.plot("Non Central Chi Squared PDF", "nccs_pdf.svg"); - distribution_plotter + distribution_plotter nc_beta_plotter; nc_beta_plotter.add(boost::math::non_central_beta(10, 15, 0), "α=10, β=15, δ=0"); nc_beta_plotter.add(boost::math::non_central_beta(10, 15, 1), "α=10, β=15, δ=1"); @@ -350,7 +373,7 @@ int main() nc_beta_plotter.add(boost::math::non_central_beta(10, 15, 100), "α=10, β=15, δ=100"); nc_beta_plotter.plot("Non Central Beta PDF", "nc_beta_pdf.svg"); - distribution_plotter + distribution_plotter nc_f_plotter; nc_f_plotter.add(boost::math::non_central_f(10, 20, 0), "v1=10, v2=20, λ=0"); nc_f_plotter.add(boost::math::non_central_f(10, 20, 1), "v1=10, v2=20, λ=1"); @@ -360,7 +383,7 @@ int main() nc_f_plotter.add(boost::math::non_central_f(10, 20, 100), "v1=10, v2=20, λ=100"); nc_f_plotter.plot("Non Central F PDF", "nc_f_pdf.svg"); - distribution_plotter + distribution_plotter nc_t_plotter; nc_t_plotter.add(boost::math::non_central_t(10, -10), "v=10, δ=-10"); nc_t_plotter.add(boost::math::non_central_t(10, -5), "v=10, δ=-5"); @@ -369,7 +392,7 @@ int main() nc_t_plotter.add(boost::math::non_central_t(10, 10), "v=10, δ=10"); nc_t_plotter.plot("Non Central T PDF", "nc_t_pdf.svg"); - distribution_plotter > + distribution_plotter > beta_plotter; beta_plotter.add(boost::math::beta_distribution<>(0.5, 0.5), "alpha=0.5, beta=0.5"); beta_plotter.add(boost::math::beta_distribution<>(5, 1), "alpha=5, beta=1"); @@ -378,21 +401,21 @@ int main() beta_plotter.add(boost::math::beta_distribution<>(2, 5), "alpha=2, beta=5"); beta_plotter.plot("Beta Distribution PDF", "beta_pdf.svg"); - distribution_plotter > + distribution_plotter > cauchy_plotter; cauchy_plotter.add(boost::math::cauchy_distribution<>(-5, 1), "location = -5"); cauchy_plotter.add(boost::math::cauchy_distribution<>(0, 1), "location = 0"); cauchy_plotter.add(boost::math::cauchy_distribution<>(5, 1), "location = 5"); cauchy_plotter.plot("Cauchy Distribution PDF (scale = 1)", "cauchy_pdf1.svg"); - distribution_plotter > + distribution_plotter > cauchy_plotter2; cauchy_plotter2.add(boost::math::cauchy_distribution<>(0, 0.5), "scale = 0.5"); cauchy_plotter2.add(boost::math::cauchy_distribution<>(0, 1), "scale = 1"); cauchy_plotter2.add(boost::math::cauchy_distribution<>(0, 2), "scale = 2"); cauchy_plotter2.plot("Cauchy Distribution PDF (location = 0)", "cauchy_pdf2.svg"); - distribution_plotter > + distribution_plotter > chi_squared_plotter; //chi_squared_plotter.add(boost::math::chi_squared_distribution<>(1), "v=1"); chi_squared_plotter.add(boost::math::chi_squared_distribution<>(2), "v=2"); @@ -400,28 +423,28 @@ int main() chi_squared_plotter.add(boost::math::chi_squared_distribution<>(10), "v=10"); chi_squared_plotter.plot("Chi Squared Distribution PDF", "chi_squared_pdf.svg"); - distribution_plotter > + distribution_plotter > exponential_plotter; exponential_plotter.add(boost::math::exponential_distribution<>(0.5), "λ=1"); exponential_plotter.add(boost::math::exponential_distribution<>(1), "λ=2"); exponential_plotter.add(boost::math::exponential_distribution<>(2), "λ=5"); exponential_plotter.plot("Exponential Distribution PDF", "exponential_pdf.svg"); - distribution_plotter > + distribution_plotter > extreme_value_plotter; extreme_value_plotter.add(boost::math::extreme_value_distribution<>(-5), "location=1"); extreme_value_plotter.add(boost::math::extreme_value_distribution<>(0), "location=2"); extreme_value_plotter.add(boost::math::extreme_value_distribution<>(5), "location=5"); extreme_value_plotter.plot("Extreme Value Distribution PDF (shape=1)", "extreme_value_pdf1.svg"); - distribution_plotter > + distribution_plotter > extreme_value_plotter2; extreme_value_plotter2.add(boost::math::extreme_value_distribution<>(0, 0.5), "shape=0.5"); extreme_value_plotter2.add(boost::math::extreme_value_distribution<>(0, 1), "shape=1"); extreme_value_plotter2.add(boost::math::extreme_value_distribution<>(0, 2), "shape=2"); extreme_value_plotter2.plot("Extreme Value Distribution PDF (location=0)", "extreme_value_pdf2.svg"); - distribution_plotter > + distribution_plotter > fisher_f_plotter; fisher_f_plotter.add(boost::math::fisher_f_distribution<>(4, 4), "n=4, m=4"); fisher_f_plotter.add(boost::math::fisher_f_distribution<>(10, 4), "n=10, m=4"); @@ -429,35 +452,35 @@ int main() fisher_f_plotter.add(boost::math::fisher_f_distribution<>(4, 10), "n=4, m=10"); fisher_f_plotter.plot("F Distribution PDF", "fisher_f_pdf.svg"); - distribution_plotter > + distribution_plotter > lognormal_plotter; lognormal_plotter.add(boost::math::lognormal_distribution<>(-1), "location=-1"); lognormal_plotter.add(boost::math::lognormal_distribution<>(0), "location=0"); lognormal_plotter.add(boost::math::lognormal_distribution<>(1), "location=1"); lognormal_plotter.plot("Lognormal Distribution PDF (scale=1)", "lognormal_pdf1.svg"); - distribution_plotter > + distribution_plotter > lognormal_plotter2; lognormal_plotter2.add(boost::math::lognormal_distribution<>(0, 0.5), "scale=0.5"); lognormal_plotter2.add(boost::math::lognormal_distribution<>(0, 1), "scale=1"); lognormal_plotter2.add(boost::math::lognormal_distribution<>(0, 2), "scale=2"); lognormal_plotter2.plot("Lognormal Distribution PDF (location=0)", "lognormal_pdf2.svg"); - distribution_plotter > - pareto_plotter; - pareto_plotter.add(boost::math::pareto_distribution<>(1), "location=1"); - pareto_plotter.add(boost::math::pareto_distribution<>(2), "location=2"); - pareto_plotter.add(boost::math::pareto_distribution<>(3), "location=3"); - pareto_plotter.plot("Pareto Distribution PDF (scale=1)", "pareto_pdf1.svg"); + distribution_plotter > + pareto_plotter; // Rely on 2nd parameter shape = 1 default. + pareto_plotter.add(boost::math::pareto_distribution<>(1), "scale=1"); + pareto_plotter.add(boost::math::pareto_distribution<>(2), "scale=2"); + pareto_plotter.add(boost::math::pareto_distribution<>(3), "scale=3"); + pareto_plotter.plot("Pareto Distribution PDF (shape=1)", "pareto_pdf1.svg"); - distribution_plotter > + distribution_plotter > pareto_plotter2; - pareto_plotter2.add(boost::math::pareto_distribution<>(1, 0.5), "scale=0.5"); - pareto_plotter2.add(boost::math::pareto_distribution<>(1, 1), "scale=1"); - pareto_plotter2.add(boost::math::pareto_distribution<>(1, 2), "scale=2"); - pareto_plotter2.plot("Pareto Distribution PDF (location=1)", "pareto_pdf2.svg"); + pareto_plotter2.add(boost::math::pareto_distribution<>(1, 0.5), "shape=0.5"); + pareto_plotter2.add(boost::math::pareto_distribution<>(1, 1), "shape=1"); + pareto_plotter2.add(boost::math::pareto_distribution<>(1, 2), "shape=2"); + pareto_plotter2.plot("Pareto Distribution PDF (scale=1)", "pareto_pdf2.svg"); - distribution_plotter > + distribution_plotter > rayleigh_plotter; rayleigh_plotter.add(boost::math::rayleigh_distribution<>(0.5), "σ=0.5"); rayleigh_plotter.add(boost::math::rayleigh_distribution<>(1), "σ=1"); @@ -466,7 +489,7 @@ int main() rayleigh_plotter.add(boost::math::rayleigh_distribution<>(10), "σ=10"); rayleigh_plotter.plot("Rayleigh Distribution PDF", "rayleigh_pdf.svg"); - distribution_plotter > + distribution_plotter > rayleigh_cdf_plotter(false); rayleigh_cdf_plotter.add(boost::math::rayleigh_distribution<>(0.5), "σ=0.5"); rayleigh_cdf_plotter.add(boost::math::rayleigh_distribution<>(1), "σ=1"); @@ -475,7 +498,7 @@ int main() rayleigh_cdf_plotter.add(boost::math::rayleigh_distribution<>(10), "σ=10"); rayleigh_cdf_plotter.plot("Rayleigh Distribution CDF", "rayleigh_cdf.svg"); - distribution_plotter > + distribution_plotter > triangular_plotter; triangular_plotter.add(boost::math::triangular_distribution<>(-1,0,1), "{-1,0,1}"); triangular_plotter.add(boost::math::triangular_distribution<>(0,1,1), "{0,1,1}"); @@ -484,7 +507,7 @@ int main() triangular_plotter.add(boost::math::triangular_distribution<>(-2,0,3), "{-2,0,3}"); triangular_plotter.plot("Triangular Distribution PDF", "triangular_pdf.svg"); - distribution_plotter > + distribution_plotter > triangular_cdf_plotter(false); triangular_cdf_plotter.add(boost::math::triangular_distribution<>(-1,0,1), "{-1,0,1}"); triangular_cdf_plotter.add(boost::math::triangular_distribution<>(0,1,1), "{0,1,1}"); @@ -493,14 +516,14 @@ int main() triangular_cdf_plotter.add(boost::math::triangular_distribution<>(-2,0,3), "{-2,0,3}"); triangular_cdf_plotter.plot("Triangular Distribution CDF", "triangular_cdf.svg"); - distribution_plotter > + distribution_plotter > students_t_plotter; students_t_plotter.add(boost::math::students_t_distribution<>(1), "v=1"); students_t_plotter.add(boost::math::students_t_distribution<>(5), "v=5"); students_t_plotter.add(boost::math::students_t_distribution<>(30), "v=30"); students_t_plotter.plot("Students T Distribution PDF", "students_t_pdf.svg"); - distribution_plotter > + distribution_plotter > weibull_plotter; weibull_plotter.add(boost::math::weibull_distribution<>(0.75), "shape=0.75"); weibull_plotter.add(boost::math::weibull_distribution<>(1), "shape=1"); @@ -508,14 +531,14 @@ int main() weibull_plotter.add(boost::math::weibull_distribution<>(10), "shape=10"); weibull_plotter.plot("Weibull Distribution PDF (scale=1)", "weibull_pdf1.svg"); - distribution_plotter > + distribution_plotter > weibull_plotter2; weibull_plotter2.add(boost::math::weibull_distribution<>(3, 0.5), "scale=0.5"); weibull_plotter2.add(boost::math::weibull_distribution<>(3, 1), "scale=1"); weibull_plotter2.add(boost::math::weibull_distribution<>(3, 2), "scale=2"); weibull_plotter2.plot("Weibull Distribution PDF (shape=3)", "weibull_pdf2.svg"); - distribution_plotter > + distribution_plotter > uniform_plotter; uniform_plotter.add(boost::math::uniform_distribution<>(0, 1), "{0,1}"); uniform_plotter.add(boost::math::uniform_distribution<>(0, 3), "{0,3}"); @@ -523,7 +546,7 @@ int main() uniform_plotter.add(boost::math::uniform_distribution<>(-1, 1), "{-1,1}"); uniform_plotter.plot("Uniform Distribution PDF", "uniform_pdf.svg"); - distribution_plotter > + distribution_plotter > uniform_cdf_plotter(false); uniform_cdf_plotter.add(boost::math::uniform_distribution<>(0, 1), "{0,1}"); uniform_cdf_plotter.add(boost::math::uniform_distribution<>(0, 3), "{0,3}"); @@ -531,53 +554,71 @@ int main() uniform_cdf_plotter.add(boost::math::uniform_distribution<>(-1, 1), "{-1,1}"); uniform_cdf_plotter.plot("Uniform Distribution CDF", "uniform_cdf.svg"); - distribution_plotter > + distribution_plotter > bernoulli_plotter; bernoulli_plotter.add(boost::math::bernoulli_distribution<>(0.25), "p=0.25"); bernoulli_plotter.add(boost::math::bernoulli_distribution<>(0.5), "p=0.5"); bernoulli_plotter.add(boost::math::bernoulli_distribution<>(0.75), "p=0.75"); bernoulli_plotter.plot("Bernoulli Distribution PDF", "bernoulli_pdf.svg"); - distribution_plotter > + distribution_plotter > bernoulli_cdf_plotter(false); bernoulli_cdf_plotter.add(boost::math::bernoulli_distribution<>(0.25), "p=0.25"); bernoulli_cdf_plotter.add(boost::math::bernoulli_distribution<>(0.5), "p=0.5"); bernoulli_cdf_plotter.add(boost::math::bernoulli_distribution<>(0.75), "p=0.75"); bernoulli_cdf_plotter.plot("Bernoulli Distribution CDF", "bernoulli_cdf.svg"); - distribution_plotter > + distribution_plotter > binomial_plotter; binomial_plotter.add(boost::math::binomial_distribution<>(5, 0.5), "n=5 p=0.5"); binomial_plotter.add(boost::math::binomial_distribution<>(20, 0.5), "n=20 p=0.5"); binomial_plotter.add(boost::math::binomial_distribution<>(50, 0.5), "n=50 p=0.5"); binomial_plotter.plot("Binomial Distribution PDF", "binomial_pdf_1.svg"); - distribution_plotter > + distribution_plotter > binomial_plotter2; binomial_plotter2.add(boost::math::binomial_distribution<>(20, 0.1), "n=20 p=0.1"); binomial_plotter2.add(boost::math::binomial_distribution<>(20, 0.5), "n=20 p=0.5"); binomial_plotter2.add(boost::math::binomial_distribution<>(20, 0.9), "n=20 p=0.9"); binomial_plotter2.plot("Binomial Distribution PDF", "binomial_pdf_2.svg"); - - distribution_plotter > + + distribution_plotter > negative_binomial_plotter; negative_binomial_plotter.add(boost::math::negative_binomial_distribution<>(20, 0.25), "n=20 p=0.25"); negative_binomial_plotter.add(boost::math::negative_binomial_distribution<>(20, 0.5), "n=20 p=0.5"); negative_binomial_plotter.add(boost::math::negative_binomial_distribution<>(20, 0.75), "n=20 p=0.75"); negative_binomial_plotter.plot("Negative Binomial Distribution PDF", "negative_binomial_pdf_1.svg"); - distribution_plotter > + distribution_plotter > negative_binomial_plotter2; negative_binomial_plotter2.add(boost::math::negative_binomial_distribution<>(10, 0.5), "n=10 p=0.5"); negative_binomial_plotter2.add(boost::math::negative_binomial_distribution<>(20, 0.5), "n=40 p=0.5"); negative_binomial_plotter2.add(boost::math::negative_binomial_distribution<>(70, 0.5), "n=70 p=0.5"); negative_binomial_plotter2.plot("Negative Binomial Distribution PDF", "negative_binomial_pdf_2.svg"); - distribution_plotter > + distribution_plotter > poisson_plotter; poisson_plotter.add(boost::math::poisson_distribution<>(5), "λ=1"); poisson_plotter.add(boost::math::poisson_distribution<>(10), "λ=10"); poisson_plotter.add(boost::math::poisson_distribution<>(20), "λ=50"); poisson_plotter.plot("Poisson Distribution PDF", "poisson_pdf_1.svg"); + distribution_plotter > + hypergeometric_plotter; + hypergeometric_plotter.add(boost::math::hypergeometric_distribution<>(30, 50, 500), "N=500, r=50, n=30"); + hypergeometric_plotter.add(boost::math::hypergeometric_distribution<>(30, 100, 500), "N=500, r=100, n=30"); + hypergeometric_plotter.add(boost::math::hypergeometric_distribution<>(30, 250, 500), "N=500, r=250, n=30"); + hypergeometric_plotter.add(boost::math::hypergeometric_distribution<>(30, 400, 500), "N=500, r=400, n=30"); + hypergeometric_plotter.add(boost::math::hypergeometric_distribution<>(30, 450, 500), "N=500, r=450, n=30"); + hypergeometric_plotter.plot("Hypergeometric Distribution PDF", "hypergeometric_pdf_1.svg"); + + distribution_plotter > + hypergeometric_plotter2; + hypergeometric_plotter2.add(boost::math::hypergeometric_distribution<>(50, 50, 500), "N=500, r=50, n=50"); + hypergeometric_plotter2.add(boost::math::hypergeometric_distribution<>(100, 50, 500), "N=500, r=50, n=100"); + hypergeometric_plotter2.add(boost::math::hypergeometric_distribution<>(250, 50, 500), "N=500, r=50, n=250"); + hypergeometric_plotter2.add(boost::math::hypergeometric_distribution<>(400, 50, 500), "N=500, r=50, n=400"); + hypergeometric_plotter2.add(boost::math::hypergeometric_distribution<>(450, 50, 500), "N=500, r=50, n=450"); + hypergeometric_plotter2.plot("Hypergeometric Distribution PDF", "hypergeometric_pdf_2.svg"); + } diff --git a/doc/sf_and_dist/graphs/generate.sh b/doc/sf_and_dist/graphs/generate.sh index 7a2a9271a..2a6e270de 100755 --- a/doc/sf_and_dist/graphs/generate.sh +++ b/doc/sf_and_dist/graphs/generate.sh @@ -7,8 +7,8 @@ # # Paths to tools come first, change these to match your system: # -math2svg='C:\download\open\SVGMath-0.3.1\math2svg.py' -python=/cygdrive/c/Python25/python.exe +math2svg='d:\download\open\SVGMath-0.3.1\math2svg.py' +python=/cygdrive/c/Python26/python.exe inkscape=/cygdrive/c/progra~1/Inkscape/inkscape # Image DPI: dpi=96 @@ -24,3 +24,4 @@ done + diff --git a/doc/sf_and_dist/graphs/hypergeometric_pdf_1.png b/doc/sf_and_dist/graphs/hypergeometric_pdf_1.png new file mode 100644 index 000000000..ef49ab155 Binary files /dev/null and b/doc/sf_and_dist/graphs/hypergeometric_pdf_1.png differ diff --git a/doc/sf_and_dist/graphs/hypergeometric_pdf_1.svg b/doc/sf_and_dist/graphs/hypergeometric_pdf_1.svg new file mode 100644 index 000000000..0cd332d27 --- /dev/null +++ b/doc/sf_and_dist/graphs/hypergeometric_pdf_1.svg @@ -0,0 +1,72 @@ + + + + + + + + + + + + + + + + + + + + + + +0 +5 +10 +15 +20 +25 +30 +0 +0 +0.05 +0.1 +0.15 +0.2 +0.25 +0 + +Probability + +Random Variable + + + + + + + + + + + + + + + +N=500, r=50, n=30 +N=500, r=100, n=30 +N=500, r=250, n=30 +N=500, r=400, n=30 +N=500, r=450, n=30 + +Hypergeometric Distribution PDF + + + diff --git a/doc/sf_and_dist/graphs/hypergeometric_pdf_2.png b/doc/sf_and_dist/graphs/hypergeometric_pdf_2.png new file mode 100644 index 000000000..d81629825 Binary files /dev/null and b/doc/sf_and_dist/graphs/hypergeometric_pdf_2.png differ diff --git a/doc/sf_and_dist/graphs/hypergeometric_pdf_2.svg b/doc/sf_and_dist/graphs/hypergeometric_pdf_2.svg new file mode 100644 index 000000000..b10d34ef3 --- /dev/null +++ b/doc/sf_and_dist/graphs/hypergeometric_pdf_2.svg @@ -0,0 +1,70 @@ + + + + + + + + + + + + + + + + + + + + + + +0 +10 +20 +30 +40 +50 +0 +0 +0.05 +0.1 +0.15 +0.2 +0 + +Probability + +Random Variable + + + + + + + + + + + + + + + +N=500, r=50, n=50 +N=500, r=50, n=100 +N=500, r=50, n=250 +N=500, r=50, n=400 +N=500, r=50, n=450 + +Hypergeometric Distribution PDF + + + diff --git a/doc/sf_and_dist/graphs/laplace_pdf.png b/doc/sf_and_dist/graphs/laplace_pdf.png new file mode 100644 index 000000000..29f390487 Binary files /dev/null and b/doc/sf_and_dist/graphs/laplace_pdf.png differ diff --git a/doc/sf_and_dist/graphs/laplace_pdf.svg b/doc/sf_and_dist/graphs/laplace_pdf.svg new file mode 100644 index 000000000..bc876e247 --- /dev/null +++ b/doc/sf_and_dist/graphs/laplace_pdf.svg @@ -0,0 +1,74 @@ + + + + + + + + + + + + + + + + + + + + + + +0 +5 +0 +-5 +0 +0.1 +0.2 +0.3 +0.4 +0.5 +0.6 +0.7 +0.8 +0.9 +1 +1.1 +0 + +Probability + +Random Variable + + + + + + + + + + + + + + + +μ = 0, σ = 1 +μ = 0, σ = 0.5 +μ = 0, σ = 2 +μ = -1, σ = 1 +μ = 1, σ = 1 + +Laplace Distribution PDF + + + diff --git a/doc/sf_and_dist/graphs/laplace_pdf_mu.png b/doc/sf_and_dist/graphs/laplace_pdf_mu.png new file mode 100644 index 000000000..cb4b1642e Binary files /dev/null and b/doc/sf_and_dist/graphs/laplace_pdf_mu.png differ diff --git a/doc/sf_and_dist/graphs/laplace_pdf_mu.svg b/doc/sf_and_dist/graphs/laplace_pdf_mu.svg new file mode 100644 index 000000000..a272e4be7 --- /dev/null +++ b/doc/sf_and_dist/graphs/laplace_pdf_mu.svg @@ -0,0 +1,537 @@ + + + +Produced by GNUPLOT 4.2 patchlevel 4 + + + + + + + + + + + + + + + + + + + + + + + + + 0 + + + + + 0.1 + + + + + 0.2 + + + + + 0.3 + + + + + 0.4 + + + + + 0.5 + + + + + -10 + + + + + -8 + + + + + -6 + + + + + -4 + + + + + -2 + + + + + 0 + + + + + 2 + + + + + 4 + + + + + 6 + + + + + 8 + + + + + 10 + + + + + Probability + + + + Random Variable + + + + + + + + μ = -6, σ = 1 + + + + + + + + + + + μ = 0, σ = 2 + + + + + + + + + + + μ = 2, σ = 4 + + + + + + + + + + + diff --git a/doc/sf_and_dist/graphs/laplace_pdf_sigma.png b/doc/sf_and_dist/graphs/laplace_pdf_sigma.png new file mode 100644 index 000000000..1f0f17b14 Binary files /dev/null and b/doc/sf_and_dist/graphs/laplace_pdf_sigma.png differ diff --git a/doc/sf_and_dist/graphs/laplace_pdf_sigma.svg b/doc/sf_and_dist/graphs/laplace_pdf_sigma.svg new file mode 100644 index 000000000..67825f48f --- /dev/null +++ b/doc/sf_and_dist/graphs/laplace_pdf_sigma.svg @@ -0,0 +1,537 @@ + + + +Produced by GNUPLOT 4.2 patchlevel 4 + + + + + + + + + + + + + + + + + + + + + + + + + 0 + + + + + 0.1 + + + + + 0.2 + + + + + 0.3 + + + + + 0.4 + + + + + 0.5 + + + + + -10 + + + + + -8 + + + + + -6 + + + + + -4 + + + + + -2 + + + + + 0 + + + + + 2 + + + + + 4 + + + + + 6 + + + + + 8 + + + + + 10 + + + + + Probability + + + + Random Variable + + + + + + + + μ = 0, σ = 1 + + + + + + + + + + + μ = 0, σ = 2 + + + + + + + + + + + μ = 0, σ = 5 + + + + + + + + + + + diff --git a/doc/sf_and_dist/graphs/logistic_pdf.png b/doc/sf_and_dist/graphs/logistic_pdf.png new file mode 100644 index 000000000..7a1346bd5 Binary files /dev/null and b/doc/sf_and_dist/graphs/logistic_pdf.png differ diff --git a/doc/sf_and_dist/graphs/logistic_pdf.svg b/doc/sf_and_dist/graphs/logistic_pdf.svg new file mode 100644 index 000000000..40a48fd64 --- /dev/null +++ b/doc/sf_and_dist/graphs/logistic_pdf.svg @@ -0,0 +1,67 @@ + + + + + + + + + + + + + + + + + + + + + + +0 +5 +10 +0 +-5 +-10 +0 +0.1 +0.2 +0.3 +0.4 +0.5 +0 + +Probability + +Random Variable + + + + + + + + + + + + + +location=0, scale=1 +location=0, scale=3 +location=0, scale=0.5 +location=5, scale=1 + +Logistic Distribution PDF + + + diff --git a/doc/sf_and_dist/graphs/pareto_pdf1.png b/doc/sf_and_dist/graphs/pareto_pdf1.png index dbb373aa9..9d7376904 100644 Binary files a/doc/sf_and_dist/graphs/pareto_pdf1.png and b/doc/sf_and_dist/graphs/pareto_pdf1.png differ diff --git a/doc/sf_and_dist/graphs/pareto_pdf1.svg b/doc/sf_and_dist/graphs/pareto_pdf1.svg index 35c7b881e..208bf38b7 100644 --- a/doc/sf_and_dist/graphs/pareto_pdf1.svg +++ b/doc/sf_and_dist/graphs/pareto_pdf1.svg @@ -1,63 +1,64 @@ - - + - + - + - - - - - - + + + + + + -5 -10 -0 -0.1 -0.2 -0.3 -0.4 -0.5 -0.6 -0.7 -0.8 -0.9 -0 +5 +10 +0 +0.1 +0.2 +0.3 +0.4 +0.5 +0.6 +0.7 +0.8 +0.9 +0 -Probability +Probability -Random Variable - - - +Random Variable + + + - - - - - - - - - + + + + + -location=1 -location=2 -location=3 +scale=1 +scale=2 +scale=3 -Pareto Distribution PDF (scale=1) +Pareto Distribution PDF (shape=1) + + diff --git a/doc/sf_and_dist/graphs/pareto_pdf2.png b/doc/sf_and_dist/graphs/pareto_pdf2.png index 54ba8486a..d76017b54 100644 Binary files a/doc/sf_and_dist/graphs/pareto_pdf2.png and b/doc/sf_and_dist/graphs/pareto_pdf2.png differ diff --git a/doc/sf_and_dist/graphs/pareto_pdf2.svg b/doc/sf_and_dist/graphs/pareto_pdf2.svg index 7f7b31c71..2a2470208 100644 --- a/doc/sf_and_dist/graphs/pareto_pdf2.svg +++ b/doc/sf_and_dist/graphs/pareto_pdf2.svg @@ -1,62 +1,63 @@ - - + - + - + - - - - - - + + + + + + -1 -2 -3 -4 -5 -6 -7 -0 -0.5 -1 -1.5 -0 +1 +2 +3 +4 +5 +6 +7 +0 +0.5 +1 +1.5 +0 -Probability +Probability -Random Variable - - - +Random Variable + + + - - - - - + -scale=0.5 -scale=1 -scale=2 +shape=0.5 +shape=1 +shape=2 -Pareto Distribution PDF (location=1) +Pareto Distribution PDF (scale=1) + + diff --git a/doc/sf_and_dist/html/index.html b/doc/sf_and_dist/html/index.html index 42b8a9b34..3a44b1946 100644 --- a/doc/sf_and_dist/html/index.html +++ b/doc/sf_and_dist/html/index.html @@ -3,7 +3,7 @@ Math Toolkit - + @@ -42,11 +42,18 @@

Johan Råde

+

+Gautam Sewani +

+

+Thijs van den Berg +

-

Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert - Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde

+

Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow, + Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani + and Thijs van den Berg

-

+

Distributed under the Boost Software License, Version 1.0. (See accompanying file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)

@@ -72,9 +79,12 @@ and Policies
Thread Safety
Performance
+
If and How to Build + the Library and its Examples and Tests
History and What's New
-
C99 and TR1 C Functions
+
C99 and C++ TR1 C-style + Functions
Contact Info and Support
@@ -83,7 +93,20 @@
Statistical Distributions Tutorial
-
Overview
+
Overview of Distributions
+
+
Headers + and Namespaces
+
Distributions + are Objects
+
Generic + operations common to all distributions are non-member functions
+
+ Complements are supported too - and when to use them
+
+ Parameters can be calculated
+
Summary
+
Worked Examples
@@ -108,6 +131,8 @@ and Scale Examples
Comparison with C, R, FORTRAN-style Free Functions
+
Using the + Distributions from Within C#
Random Variates and Distribution Parameters
@@ -137,6 +162,12 @@
F Distribution
Gamma (and Erlang) Distribution
+
+ Hypergeometric Distribution
+
Laplace + Distribution
+
+ Logistic Distribution
Log Normal Distribution
@@ -287,39 +318,43 @@
asinh
atanh
-
Rounding Truncation and + +
Floating Point Utilities
+
+
Rounding Truncation and Integer Conversion
-
Rounding Functions
-
Truncation Functions
-
Integer and Fractional +
Rounding Functions
+
Truncation Functions
+
Integer and Fractional Part Splitting (modf)
-
Floating-Point Classification: +
Floating-Point Classification: Infinities and NaN's
-
Floating-Point Representation +
Sign Manipulation + Functions
+
Floating-Point Representation Distance (ULP), and Finding Adjacent Floating-Point Values
-
Finding - the Next Representable Value in a Specific Direction (nextafter)
-
Finding +
Finding the + Next Representable Value in a Specific Direction (nextafter)
+
Finding the Next Greater Representable Value (float_next)
-
Finding +
Finding the Next Smaller Representable Value (float_prior)
-
Calculating +
Calculating the Representation Distance Between Two Floating Point Values (ULP) float_distance
-
Advancing +
Advancing a Floating Point Value by a Specific Representation Distance (ULP) float_advance
-
TR1 and C99 external - "C" Functions
-
-
C99 and TR1 C Functions - Overview
-
C99 C Functions
-
TR1 C Functions - Quick Reference
+
TR1 and C99 external "C" + Functions
+
+
C99 and TR1 C Functions Overview
+
C99 C Functions
+
TR1 C Functions Quick + Reference
Internal Details and Tools (Experimental)
@@ -357,6 +392,8 @@
Using With NTL - a High-Precision Floating-Point Library
+
Using With MPFR / GMP + - a High-Precision Floating-Point Library
Conceptual Requirements for Real Number Types
Conceptual Requirements @@ -451,7 +488,7 @@

- +

Last revised: December 29, 2008 at 16:50:38 GMT

Last revised: May 22, 2009 at 11:23:00 GMT
diff --git a/doc/sf_and_dist/html/math_toolkit/backgrounders.html b/doc/sf_and_dist/html/math_toolkit/backgrounders.html index 91ccd20b9..4c401eb83 100644 --- a/doc/sf_and_dist/html/math_toolkit/backgrounders.html +++ b/doc/sf_and_dist/html/math_toolkit/backgrounders.html @@ -3,7 +3,7 @@ Backgrounders - + @@ -38,8 +38,9 @@
-
Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert - Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde

+

Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow, + Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani + and Thijs van den Berg

Distributed under the Boost Software License, Version 1.0. (See accompanying file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)

diff --git a/doc/sf_and_dist/html/math_toolkit/backgrounders/implementation.html b/doc/sf_and_dist/html/math_toolkit/backgrounders/implementation.html index cf3842f7a..0d307c35c 100644 --- a/doc/sf_and_dist/html/math_toolkit/backgrounders/implementation.html +++ b/doc/sf_and_dist/html/math_toolkit/backgrounders/implementation.html @@ -3,7 +3,7 @@ Additional Implementation Notes - + @@ -33,7 +33,7 @@ and reflect more the general implementation philosophy used.

- + Implemention philosophy
@@ -85,7 +85,7 @@ These could still provide sufficient accuracy for some speed-critical applications.

- + Accuracy and Representation of Test Values
@@ -130,7 +130,7 @@ binary value).

- + Tolerance of Tests
@@ -156,7 +156,7 @@ first that the suffix L is present, and then that the tolerance is big enough.

- + Handling Unsuitable Arguments
@@ -242,7 +242,7 @@

- + Handling of Functions that are Not Mathematically defined
@@ -276,7 +276,7 @@

- + Median of distributions
@@ -309,7 +309,7 @@ Basic Statistics. give more detail, in particular for discrete distributions.

- + Handling of Floating-Point Infinity
@@ -353,7 +353,7 @@ handling policies.

- + Scale, Shape and Location
@@ -380,7 +380,7 @@ functions, they can be added if required.

- + Notes on Implementation of Specific Functions & Distributions
@@ -392,7 +392,7 @@ 0 and upper = 1 would be more suitable.
- + Rational Approximations Used
@@ -435,7 +435,7 @@ to the "true" minimax solution.

- + Representation of Mathematical Constants
@@ -469,7 +469,7 @@ 
BOOST_DEFINE_MATH_CONSTANT(pi,
   3.141592653589793238462643383279502884197169399375105820974944,
   5923078164062862089986280348253421170679821480865132823066470938446095505,
-  0)                                              
+  0)

And used thus: @@ -487,16 +487,16 @@

So you cannot write

-
double p = boost::math::constants::pi<>();  // could not deduce template argument for 'T'  
+
double p = boost::math::constants::pi<>();  // could not deduce template argument for 'T'
 

 

         Neither can you write:
       

-
double p = boost::math::constants::pi; // Context does not allow for disambiguation of overloaded function     
-double p = boost::math::constants::pi(); // Context does not allow for disambiguation of overloaded function     
+
double p = boost::math::constants::pi; // Context does not allow for disambiguation of overloaded function
+double p = boost::math::constants::pi(); // Context does not allow for disambiguation of overloaded function
 

 

-
+
         Thread
         safety
       

@@ -521,7 +521,7 @@
         the right thing here at some point.
       

 

-
+
         Sources
         of Test Data
       

@@ -565,7 +565,7 @@
         the underlying special function is known to be difficult to implement.
       

 

-
+
         Creating
         and Managing the Equations
       

@@ -582,7 +582,7 @@
         Convertion to SVG was achieved using SVGMath
         and a command line such as:
       

-
$for file in *.mml; do 
+
$for file in *.mml; do
 >/cygdrive/c/Python25/python.exe 'C:\download\open\SVGMath-0.3.1\math2svg.py' \
 >>$file > $(basename $file .mml).svg
 >done
@@ -629,8 +629,8 @@
 

         Or using Inkscape and a command such as:
       

-
for file in *.svg; do 
-  /cygdrive/c/progra~1/Inkscape/inkscape -d 120 -e $(cygpath -a -w $(basename $file .svg).png) $(cygpath -a -w $file); 
+
for file in *.svg; do
+  /cygdrive/c/progra~1/Inkscape/inkscape -d 120 -e $(cygpath -a -w $(basename $file .svg).png) $(cygpath -a -w $file);
 done

 

         Currently Inkscape seems to generate the better looking png's.
@@ -639,20 +639,29 @@ done

         The PDF is generated into \pdf\math.pdf using a command from a shell or command
         window with current directory \math_toolkit\libs\math\doc\sf_and_dist, typically:
       

-
bjam -a pdf

+
bjam -a pdf >math_pdf.log

 

         Note that XEP will have to be configured to use and
-        embed whatever fonts are used by the SVG equations (if necessary
-        editing the sample xep.xml provided by the XEP installation).
+        embed whatever fonts are used by the SVG equations (almost certainly
+        editing the sample xep.xml provided by the XEP installation). If you fail
+        to do this you will get XEP warnings in the log file like
+      

+
[warning]could not find any font family matching "Times New Roman"; replaced by Helvetica

+

+        (html is the default so it is generated at math_toolkit\libs\math\doc\sf_and_dist\html\index.html
+        using command line >bjam -a > math_docs.log).
+      

+
<!-- Sample configuration for Windows TrueType fonts.  -->
+

+

+        <!-- Sample configuration for Windows TrueType fonts. --> is provided
+        in the xep.xml downloaded, but the Windows TrueType fonts are commented out.
       

 

-        (html is generated at math_toolkit\libs\math\doc\sf_and_dist\html\index.html
-        using just bjam -a).
+        JM's XEP config file \xep\xep.xml has the following font configuration section
+        added:
       

-

-        JM's XEP config file has the following font configuration section added:
-      

-
<font-group xml:base="file:/C:/Windows/Fonts/" label="Windows TrueType" embed="true" subset="true"> 
+
<font-group xml:base="file:/C:/Windows/Fonts/" label="Windows TrueType" embed="true" subset="true">
       <font-family name="Arial">
         <font><font-data ttf="arial.ttf"/></font>
         <font style="oblique"><font-data ttf="ariali.ttf"/></font>
@@ -692,14 +701,16 @@ done

         <font weight="bold"><font-data ttf="palab.ttf"/></font>
         <font weight="bold" style="italic"><font-data ttf="palabi.ttf"/></font>
       </font-family>
-      
-    <font-family name="Lucida Sans Unicode">
-         <font><font-data ttf="lsansuni.ttf"/></font>
+
+    <font-family name"Lucida Sans Unicode">
+         <!-- <font><font-data ttf"lsansuni.ttf"><font> -->
+         <!-- actually called l_10646.ttf on Windows 2000 and Vista Sp1 -->
+         <font><font-data ttf="l_10646.ttf"></font>
     </font-family>
 

 

         PAB had to alter his because the Lucida Sans Unicode font had a different
-        name. Changes are very likely to be required if you are not using Windows.
+        name. Other changes are very likely to be required if you are not using Windows.
       

 

         XZ authored his equations using the venerable Latex, JM converted these to
@@ -726,7 +737,7 @@ done

         HTML: this needs further investigation.
       

 

-
+
         Producing
         Graphs
       

@@ -743,8 +754,9 @@ done

 
 
-

 
Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde

+
Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg

         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       

diff --git a/doc/sf_and_dist/html/math_toolkit/backgrounders/lanczos.html b/doc/sf_and_dist/html/math_toolkit/backgrounders/lanczos.html
index c51296a6f..026efb142 100644
--- a/doc/sf_and_dist/html/math_toolkit/backgrounders/lanczos.html
+++ b/doc/sf_and_dist/html/math_toolkit/backgrounders/lanczos.html
@@ -3,7 +3,7 @@
 
 The Lanczos Approximation
 
-
+
 
 
 
@@ -27,7 +27,7 @@
  The Lanczos Approximation
 

 

-
+
         Motivation
       

 

@@ -98,7 +98,7 @@
         functions divided by large powers into single (simpler) expressions.
       

 

-
+
         The
         Approximation
       

@@ -160,7 +160,7 @@
         

 

 

-
+
         Computing
         the Coefficients
       

@@ -204,7 +204,7 @@
         multiplied by F as the last step.
       

 

-
+
         Choosing
         the Right Parameters
       

@@ -228,7 +228,7 @@
         computing to float precision with double precision arithmetic.
       

 

-
Table 53. Optimal choices for N and g when computing with
+
Table 53. Optimal choices for N and g when computing with
       guard digits (source: Pugh)

 

@@ -371,7 +371,7 @@
         exactly matches the machine epsilon for the type in question.
       

-
Table 54. Optimum value for N and g when computing at fixed
+
Table 54. Optimum value for N and g when computing at fixed
       precision

 

 

@@ -536,7 +536,7 @@
         is exact, and so isn't used for the gamma function.
       

 

-
+
         References
       

 
    
@@ -561,8 +561,9 @@
 

 

-

 
Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde

+
Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg

         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       

diff --git a/doc/sf_and_dist/html/math_toolkit/backgrounders/refs.html b/doc/sf_and_dist/html/math_toolkit/backgrounders/refs.html
index 3d2ead4f3..cc4607d5e 100644
--- a/doc/sf_and_dist/html/math_toolkit/backgrounders/refs.html
+++ b/doc/sf_and_dist/html/math_toolkit/backgrounders/refs.html
@@ -3,7 +3,7 @@
 
 References
 
-
+
 
 
 
@@ -27,7 +27,7 @@
  References
 

 

-
+
         General
         references
       

@@ -91,7 +91,7 @@
         Library (version 2), Walter E. Brown
       

 

-
+
         Calculators*
         that we found (and used to cross-check - as far as their widely-varying accuracy
         allowed).
@@ -101,7 +101,7 @@
         Binomial Probability Distribution Calculator.
       

 

-
+
         Other Libraries
       

 

@@ -161,8 +161,9 @@
 
 
-

 
Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde

+
Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg

         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       

diff --git a/doc/sf_and_dist/html/math_toolkit/backgrounders/relative_error.html b/doc/sf_and_dist/html/math_toolkit/backgrounders/relative_error.html
index 39cbe0ee4..625fa8ceb 100644
--- a/doc/sf_and_dist/html/math_toolkit/backgrounders/relative_error.html
+++ b/doc/sf_and_dist/html/math_toolkit/backgrounders/relative_error.html
@@ -3,7 +3,7 @@
 
 Relative Error
 
-
+
 
 
 
@@ -81,7 +81,7 @@
 

       

 

-
+
         The
         Impossibility of Zero Error
       

@@ -109,8 +109,9 @@
 

 
-

 
Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde

+
Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg

         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       

diff --git a/doc/sf_and_dist/html/math_toolkit/backgrounders/remez.html b/doc/sf_and_dist/html/math_toolkit/backgrounders/remez.html
index 0ed744e09..d6a128c74 100644
--- a/doc/sf_and_dist/html/math_toolkit/backgrounders/remez.html
+++ b/doc/sf_and_dist/html/math_toolkit/backgrounders/remez.html
@@ -3,7 +3,7 @@
 
 The Remez Method
 
-
+
 
 
 
@@ -94,7 +94,7 @@
         are located!
       

 

-
+
         The Remez
         Method
       

@@ -174,7 +174,7 @@
 

 

 

-
+
         Remez Step
         1
       

@@ -205,7 +205,7 @@
         to 5.6x10-4.
       

 

-
+
         Remez Step
         2
       

@@ -234,7 +234,7 @@
         In our example we perform multi-point exchange.
       

 

-
+
         Iteration
       

 

@@ -250,7 +250,7 @@
         remez-4
       

 

-
+
         Rational
         Approximations
       

@@ -299,7 +299,7 @@
         number of terms overall.
       

 

-
+
         Practical
         Considerations
       

@@ -407,7 +407,7 @@
         desired minimax solution (5x10-4).
       

 

-
+
         Remez
         Method Checklist
       

@@ -461,7 +461,7 @@
         
 
 

-
+
         References
       

 

@@ -527,8 +527,9 @@
 
 
-

 
Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde

+
Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg

         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       

diff --git a/doc/sf_and_dist/html/math_toolkit/dist.html b/doc/sf_and_dist/html/math_toolkit/dist.html
index ae40edb03..c0ff5097d 100644
--- a/doc/sf_and_dist/html/math_toolkit/dist.html
+++ b/doc/sf_and_dist/html/math_toolkit/dist.html
@@ -3,7 +3,7 @@
 
 Statistical Distributions and Functions
 
-
+
 
 
 
@@ -30,7 +30,20 @@
 
 Statistical Distributions
       Tutorial

 

-
 Overview

+
 Overview of Distributions

+

+
 Headers
+          and Namespaces

+
 Distributions
+          are Objects

+
 Generic
+          operations common to all distributions are non-member functions

+

+          Complements are supported too - and when to use them

+

+          Parameters can be calculated

+
 Summary

+

 
 Worked Examples

 

 

@@ -111,6 +124,8 @@
 

 
 Comparison
           with C, R, FORTRAN-style Free Functions

+
 Using the
+          Distributions from Within C#

 

 
 Random Variates
         and Distribution Parameters

@@ -140,6 +155,12 @@
 
 F Distribution

 
 Gamma
           (and Erlang) Distribution

+

+          Hypergeometric Distribution

+
 Laplace
+          Distribution

+

+          Logistic Distribution

 

           Log Normal Distribution

 

@@ -177,8 +198,9 @@
 

 
-

 
Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde

+
Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg

         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       

diff --git a/doc/sf_and_dist/html/math_toolkit/dist/dist_ref.html b/doc/sf_and_dist/html/math_toolkit/dist/dist_ref.html
index 574cdc157..bcafcec86 100644
--- a/doc/sf_and_dist/html/math_toolkit/dist/dist_ref.html
+++ b/doc/sf_and_dist/html/math_toolkit/dist/dist_ref.html
@@ -3,7 +3,7 @@
 
 Statistical Distributions Reference
 
-
+
 
 
 
@@ -48,6 +48,12 @@
 
 F Distribution

 
 Gamma
           (and Erlang) Distribution

+

+          Hypergeometric Distribution

+
 Laplace
+          Distribution

+

+          Logistic Distribution

 

           Log Normal Distribution

 

@@ -83,8 +89,9 @@
 

 
-

 
Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde

+
Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg

         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       

diff --git a/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dist_algorithms.html b/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dist_algorithms.html
index 17699dfff..83a0a88af 100644
--- a/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dist_algorithms.html
+++ b/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dist_algorithms.html
@@ -3,7 +3,7 @@
 
 Distribution Algorithms
 
-
+
 
 
 
@@ -28,7 +28,7 @@
         Algorithms
 

 

-
+
           Finding
           the Location and Scale for Normal and similar distributions
         

@@ -50,7 +50,7 @@
 using boost::math::complement; // Will be needed by users who want to use complements.
 
 

-
+
           find_location
           function
         

@@ -80,7 +80,7 @@
   }} // namespaces
 
 

-
+
           find_scale
           function
         

@@ -130,8 +130,9 @@
 
 
-

 
Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde

+
Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg

         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       

diff --git a/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists.html b/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists.html
index 8d8ae9cd4..cf3fb011e 100644
--- a/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists.html
+++ b/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists.html
@@ -3,7 +3,7 @@
 
 Distributions
 
-
+
 
 
 
@@ -44,6 +44,12 @@
 
 F Distribution

 
 Gamma
           (and Erlang) Distribution

+

+          Hypergeometric Distribution

+
 Laplace
+          Distribution

+

+          Logistic Distribution

 

           Log Normal Distribution

 

@@ -76,8 +82,9 @@
 

 
-

 
Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde

+
Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg

         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       

diff --git a/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/bernoulli_dist.html b/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/bernoulli_dist.html
index 0bb932879..fbccc5049 100644
--- a/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/bernoulli_dist.html
+++ b/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/bernoulli_dist.html
@@ -3,7 +3,7 @@
 
 Bernoulli Distribution
 
-
+
 
 
 
@@ -87,7 +87,7 @@
             
           

 

-
+
             Member
             Functions
           

@@ -103,7 +103,7 @@
             Returns the success_fraction parameter of this distribution.
           

 

-
+
             Non-member
             Accessors
           

@@ -128,7 +128,7 @@
             exception and make an error message available.
           

 

-
+
             Accuracy
           

 

@@ -136,7 +136,7 @@
             and so should have errors within an epsilon or two.
           

 

-
+
             Implementation
           

 

@@ -327,7 +327,7 @@
 

 

 

-
+
             References
           

 
    
@@ -339,8 +339,9 @@
 

 
-

 
Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde

+
Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg

         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       

diff --git a/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/beta_dist.html b/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/beta_dist.html
index 167165a8f..f99501c83 100644
--- a/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/beta_dist.html
+++ b/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/beta_dist.html
@@ -3,7 +3,7 @@
 
 Beta Distribution
 
-
+
 
 
 
@@ -133,12 +133,12 @@
             from the centre (where x = half).
           

 

-
+
             Member
             Functions
           

 

-
+
             Constructor
           

 
beta_distribution(RealType alpha, RealType beta);
@@ -165,7 +165,7 @@
             yellow in the graph above).
           

 

-
+
             Parameter
             Accessors
           

@@ -189,7 +189,7 @@
 assert(mybeta.beta() == 5.);   // mybeta.beta()  returns 5
 

 

-
+
             Parameter
             Estimators
           

@@ -242,7 +242,7 @@ from presumed-known mean and variance.
             Returns the value of β that gives: cdf(beta_distribution<RealType>(alpha, beta), x) == probability.
           

 

-
+
             Non-member
             Accessor Functions
           

@@ -264,7 +264,7 @@ from presumed-known mean and variance.
             Mathworld.
           

 

-
+
             Applications
           

 

@@ -277,7 +277,7 @@ from presumed-known mean and variance.
             statistical inference.
           

 

-
+
             Related
             distributions
           

@@ -303,7 +303,7 @@ from presumed-known mean and variance.
             Distribution with its p parameter set to x.
           

 

-
+
             Accuracy
           

 

@@ -315,7 +315,7 @@ from presumed-known mean and variance.
             please refer to these functions for information on accuracy.
           

 

-
+
             Implementation
           

 

@@ -597,7 +597,7 @@ from presumed-known mean and variance.
 

 

 

-
+
             References
           

 

@@ -615,8 +615,9 @@ from presumed-known mean and variance.
 
 
-

 
Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde

+
Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg

         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       

diff --git a/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/binomial_dist.html b/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/binomial_dist.html
index 8fa143e7d..f97f8f6f9 100644
--- a/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/binomial_dist.html
+++ b/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/binomial_dist.html
@@ -3,7 +3,7 @@
 
 Binomial Distribution
 
-
+
 
 
 
@@ -167,12 +167,12 @@
 

           

 

-
+
             Member
             Functions
           

 

-
+
             Construct
           

 
binomial_distribution(RealType n, RealType p);
@@ -189,7 +189,7 @@
             otherwise calls domain_error.
           

 

-
+
             Accessors
           

 
RealType success_fraction() const;
@@ -205,7 +205,7 @@
             was constructed.
           

 

-
+
             Lower
             Bound on the Success Fraction
           

@@ -311,7 +311,7 @@
             limits illustrated in the case of the binomial. Biometrika 26 404-413.
           

 

-
+
             Upper
             Bound on the Success Fraction
           

@@ -389,7 +389,7 @@
 

 

 

-
+
             Estimating
             the Number of Trials Required for a Certain Number of Successes
           

@@ -431,7 +431,7 @@
             of seeing 10 events that occur with frequency one half.
           

 

-
+
             Estimating
             the Maximum Number of Trials to Ensure no more than a Certain Number
             of Successes
@@ -479,7 +479,7 @@
             Worked Example.
           

 

-
+
             Non-member
             Accessors
           

@@ -504,7 +504,7 @@
             in the context of this distribution:
           

 

-
Table 11. Meaning of the non-member accessors

+
Table 11. Meaning of the non-member accessors

 
@@ -627,7 +627,7 @@
 

 
 


 

 

-
+
             Examples
           

 

@@ -635,7 +635,7 @@
             examples are available illustrating the use of the binomial distribution.
           

 

-
+
             Accuracy
           

 

@@ -645,7 +645,7 @@
             please refer to these functions for information on accuracy.
           

 

-
+
             Implementation
           

 

@@ -886,7 +886,7 @@
 

 

 

-
+
             References
           

 
    
@@ -907,8 +907,9 @@
 

 
-

 
Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde

+
Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg

         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       

diff --git a/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/cauchy_dist.html b/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/cauchy_dist.html
index 954707e3b..2febfa0ee 100644
--- a/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/cauchy_dist.html
+++ b/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/cauchy_dist.html
@@ -3,7 +3,7 @@
 
 Cauchy-Lorentz Distribution
 
-
+
 
 
 
@@ -88,7 +88,7 @@
             
           

 

-
+
             Member
             Functions
           

@@ -114,7 +114,7 @@
             Returns the scale parameter of the distribution.
           

 

-
+
             Non-member
             Accessors
           

@@ -151,7 +151,7 @@
             The domain of the random variable is [-[max_value], +[min_value]].
           

 

-
+
             Accuracy
           

 

@@ -160,7 +160,7 @@
             have very low error rates.
           

 

-
+
             Implementation
           

 

@@ -276,7 +276,7 @@
 

 

 

-
+
             References
           

 
    
@@ -291,8 +291,9 @@
 

 
-

 
Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde

+
Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg

         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       

diff --git a/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/chi_squared_dist.html b/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/chi_squared_dist.html
index caa05d7c4..20116d3df 100644
--- a/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/chi_squared_dist.html
+++ b/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/chi_squared_dist.html
@@ -3,7 +3,7 @@
 
 Chi Squared Distribution
 
-
+
 
 
 
@@ -87,7 +87,7 @@ independent, normally distributed random
             
           

 

-
+
             Member
             Functions
           

@@ -170,7 +170,7 @@ independent, normally distributed random
             NIST Engineering Statistics Handbook, Section 7.2.3.2.
           

 

-
+
             Non-member
             Accessors
           

@@ -196,7 +196,7 @@ independent, normally distributed random
             The domain of the random variable is [0, +∞].
           

 

-
+
             Examples
           

 

@@ -204,7 +204,7 @@ independent, normally distributed random
             are available illustrating the use of the Chi Squared Distribution.
           

 

-
+
             Accuracy
           

 

@@ -212,7 +212,7 @@ independent, normally distributed random
             gamma functions: please refer to the accuracy data for those functions.
           

 

-
+
             Implementation
           

 

@@ -379,7 +379,7 @@ independent, normally distributed random
 

 

 

-
+
             References
           

 
    
@@ -394,8 +394,9 @@ independent, normally distributed random
 

 
-

 
Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde

+
Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg

         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       

diff --git a/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/exp_dist.html b/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/exp_dist.html
index 628b75d15..91243cb6c 100644
--- a/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/exp_dist.html
+++ b/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/exp_dist.html
@@ -3,7 +3,7 @@
 
 Exponential Distribution
 
-
+
 
 
 
@@ -71,7 +71,7 @@
             
           

 

-
+
             Member
             Functions
           

@@ -91,7 +91,7 @@
             Accessor function returns the lambda parameter of the distribution.
           

 

-
+
             Non-member
             Accessors
           

@@ -111,7 +111,7 @@
             The domain of the random variable is [0, +∞].
           

 

-
+
             Accuracy
           

 

@@ -122,7 +122,7 @@
             should have very low error rates.
           

 

-
+
             Implementation
           

 

@@ -283,7 +283,7 @@
 

 

 

-
+
             references
           

 
    
@@ -310,8 +310,9 @@
 

 
-

 
Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde

+
Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg

         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       

diff --git a/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/extreme_dist.html b/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/extreme_dist.html
index 00168668b..3390a5fd4 100644
--- a/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/extreme_dist.html
+++ b/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/extreme_dist.html
@@ -3,7 +3,7 @@
 
 Extreme Value Distribution
 
-
+
 
 
 
@@ -100,7 +100,7 @@
             
           

 

-
+
             Member
             Functions
           

@@ -125,7 +125,7 @@
             Returns the scale parameter of the distribution.
           

 

-
+
             Non-member
             Accessors
           

@@ -145,7 +145,7 @@
             The domain of the random parameter is [-∞, +∞].
           

 

-
+
             Accuracy
           

 

@@ -154,7 +154,7 @@
             very low error rates.
           

 

-
+
             Implementation
           

 

@@ -320,8 +320,9 @@
 

 
-

 
Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde

+
Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg

         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       

diff --git a/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/f_dist.html b/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/f_dist.html
index 4f9978ede..9c2a178f9 100644
--- a/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/f_dist.html
+++ b/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/f_dist.html
@@ -3,7 +3,7 @@
 
 F Distribution
 
-
+
 
 
 
@@ -80,7 +80,7 @@
             
           

 

-
+
             Member
             Functions
           

@@ -106,7 +106,7 @@
             Returns the denominator degrees of freedom parameter of the distribution.
           

 

-
+
             Non-member
             Accessors
           

@@ -126,7 +126,7 @@
             The domain of the random variable is [0, +∞].
           

 

-
+
             Examples
           

 

@@ -134,7 +134,7 @@
             are available illustrating the use of the F Distribution.
           

 

-
+
             Accuracy
           

 

@@ -143,7 +143,7 @@
             refer to those functions for accuracy data.
           

 

-
+
             Implementation
           

 

@@ -423,8 +423,9 @@
 

 
-

 
Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde

+
Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg

         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       

diff --git a/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/gamma_dist.html b/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/gamma_dist.html
index fa56918d6..511d4eadf 100644
--- a/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/gamma_dist.html
+++ b/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/gamma_dist.html
@@ -3,11 +3,11 @@
 
 Gamma (and Erlang) Distribution
 
-
+
 
 
 
-
+
 
 
 
@@ -20,7 +20,7 @@
 

 

 

-PrevUpHomeNext
+PrevUpHomeNext
 

 

 

@@ -137,7 +137,7 @@
             than a dedicated Erlang Distribution.
           

 

-
+
             Member
             Functions
           

@@ -162,7 +162,7 @@
             Returns the scale parameter of this distribution.
           

 

-
+
             Non-member
             Accessors
           

@@ -182,7 +182,7 @@
             The domain of the random variable is [0,+∞].
           

 

-
+
             Accuracy
           

 

@@ -194,7 +194,7 @@
             refer to the accuracy data for those functions for more information.
           

 

-
+
             Implementation
           

 

@@ -363,8 +363,9 @@
 

 
-

 
Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde

+
Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg

         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       

@@ -372,7 +373,7 @@
 

 

 

-PrevUpHomeNext
+PrevUpHomeNext
 

 
 
diff --git a/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/hypergeometric_dist.html b/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/hypergeometric_dist.html
new file mode 100644
index 000000000..8170a3ea3
--- /dev/null
+++ b/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/hypergeometric_dist.html
@@ -0,0 +1,344 @@
+
+
+
+Hypergeometric Distribution
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
Boost C++ LibrariesHomeLibrariesPeopleFAQMore

+

+

+PrevUpHomeNext
+

+

+

+

+            
+

+
#include <boost/math/distributions/hypergeometric.hpp>

+

+          

+
namespace boost{ namespace math{
+
+template <class RealType = double,
+          class Policy   = policies::policy<> >
+class hypergeometric_distribution;
+
+template <class RealType, class Policy>
+class hypergeometric_distribution
+{
+public:
+   typedef RealType value_type;
+   typedef Policy   policy_type;
+   // Construct:
+   hypergeometric_distribution(unsigned r, unsigned n, unsigned N);
+   // Accessors:
+   unsigned total()const;
+   unsigned defective()const;
+   unsigned sample_count()const;
+};
+
+typedef hypergeometric_distribution<> hypergeometric;
+
+}} // namespaces
+

+

+            The hypergeometric distribution describes the number of "events"
+            k from a sample n drawn from
+            a total population N without replacement.
+          

+

+            Imagine we have a sample of N objects of which
+            r are "defective" and N-r are "not
+            defective" (the terms "success/failure" or "red/blue"
+            are also used). If we sample n items without
+            replacement then what is the probability that exactly k
+            items in the sample are defective? The answer is given by the pdf of
+            the hypergeometric distribution f(k; r, n, N), whilst the probability of k
+            defectives or fewer is given by F(k; r, n, N), where F(k) is the CDF
+            of the hypergeometric distribution.
+          

+

+
+
+
+
+
+
[Note]Note

+              Unlike almost all of the other distributions in this library, the hypergeometric
+              distribution is strictly discrete: it can not be extended to real valued
+              arguments of its parameters or random variable.
+            

+

+            The following graph shows how the distribution changes as the proportion
+            of "defective" items changes, while keeping the population
+            and sample sizes constant:
+          

+

+            
+          

+

+            Note that since the distribution is symmetrical in parameters n
+            and r, if we change the sample size and keep the
+            population and proportion "defective" the same then we obtain
+            basically the same graphs:
+          

+

+            
+          

+

+
+            Member
+            Functions
+          

+
hypergeometric_distribution(unsigned r, unsigned n, unsigned N);
+

+

+            Constructs a hypergeometric distribution with with a population of N
+            objects, of which r are defective, and from which
+            n are sampled.
+          

+
unsigned total()const;
+

+

+            Returns the total number of objects N.
+          

+
unsigned defective()const;
+

+

+            Returns the number of objects r in population N
+            which are defective.
+          

+
unsigned sample_count()const;
+

+

+            Returns the number of objects n which are sampled
+            from the population N.
+          

+

+
+            Non-member
+            Accessors
+          

+

+            All the usual non-member
+            accessor functions that are generic to all distributions are supported:
+            Cumulative Distribution Function,
+            Probability Density Function, Quantile, Hazard
+            Function, Cumulative Hazard Function,
+            mean, median,
+            mode, variance,
+            standard deviation, skewness,
+            kurtosis, kurtosis_excess,
+            range and support.
+          

+

+            The domain of the random variable is the unsigned integers in the range
+            [max(0, n + r - N), min(n, r)]. A domain_error
+            is raised if the random variable is outside this range, or is not an
+            integral value.
+          

+

+
+
+
+
+
+
[Caution]Caution

+

+              The quantile function will by default return an integer result that
+              has been rounded outwards. That is to say lower
+              quantiles (where the probability is less than 0.5) are rounded downward,
+              and upper quantiles (where the probability is greater than 0.5) are
+              rounded upwards. This behaviour ensures that if an X% quantile is requested,
+              then at least the requested coverage will be present
+              in the central region, and no more than the requested
+              coverage will be present in the tails.
+            

+

+              This behaviour can be changed so that the quantile functions are rounded
+              differently using Policies.
+              It is strongly recommended that you read the tutorial Understanding
+              Quantiles of Discrete Distributions before using the quantile
+              function on the Hypergeometric distribution. The reference
+              docs describe how to change the rounding policy for these distributions.
+            

+

+              However, note that the implementation method of the quantile function
+              always returns an integral value, therefore attempting to use a Policy that requires (or produces)
+              a real valued result will result in a compile time error.
+            

+

+

+
+            Accuracy
+          

+

+            For small N such that N < boost::math::max_factorial<RealType>::value
+            then table based lookup of the results gives an accuracy to a few epsilon.
+            boost::math::max_factorial<RealType>::value is 170 at double or long double
+            precision.
+          

+

+            For larger N such that N < boost::math::prime(boost::math::max_prime) then only basic arithmetic is required
+            for the calculation and the accuracy is typically < 20 epsilon. This
+            takes care of N up to 104729.
+          

+

+            For N >
+            boost::math::prime(boost::math::max_prime)
+            then accuracy quickly degrades, with 5 or 6 decimal digits being lost
+            for N = 110000.
+          

+

+            In general for very large N, the user should expect to loose log10N decimal
+            digits of precision during the calculation, with the results becoming
+            meaningless for N >= 1015.
+          

+

+
+            Testing
+          

+

+            There are three sets of tests: our implementation is tested against a
+            table of values produced by Mathematica's implementation of this distribution.
+            We also sanity check our implementation against some spot values computed
+            using the online calculator here http://stattrek.com/Tables/Hypergeometric.aspx.
+            Finally we test accuracy against some high precision test data using
+            this implementation and NTL::RR.
+          

+

+
+            Implementation
+          

+

+            The PDF can be calculated directly using the formula:
+          

+

+            
+          

+

+            However, this can only be used directly when the largest of the factorials
+            is guaranteed not to overflow the floating point representation used.
+            This formula is used directly when N
+            < max_factorial<RealType>::value
+            in which case table lookup of the factorials gives a rapid and accurate
+            implementation method.
+          

+

+            For larger N the method described in "An Accurate
+            Computation of the Hypergeometric Distribution Function", Trong
+            Wu, ACM Transactions on Mathematical Software, Vol. 19, No. 1, March
+            1993, Pages 33-43 is used. The method relies on the fact that there is
+            an easy method for factorising a factorial into the product of prime
+            numbers:
+          

+

+            
+          

+

+            Where pi is the i'th prime number, and ei is a small positive integer or
+            zero, which can be calculated via:
+          

+

+            
+          

+

+            Further we can combine the factorials in the expression for the PDF to
+            yield the PDF directly as the product of prime numbers:
+          

+

+            
+          

+

+            With this time the exponents ei being either positive, negative or zero.
+            Indeed such a degree of cancellation occurs in the calculation of the
+            ei that many are zero, and typically most have a magnitude or no more
+            than 1 or 2.
+          

+

+            Calculation of the product of the primes requires some care to prevent
+            numerical overflow, we use a novel recursive method which splits the
+            calculation into a series of sub-products, with a new sub-product started
+            each time the next multiplication would cause either overflow or underflow.
+            The sub-products are stored in a linked list on the program stack, and
+            combined in an order that will guarantee no overflow or unnecessary-underflow
+            once the last sub-product has been calculated.
+          

+

+            This method can be used as long as N is smaller than the largest prime
+            number we have stored in our table of primes (currently 104729). The
+            method is relatively slow (calculating the exponents requires the most
+            time), but requires only a small number of arithmetic operations to calculate
+            the result (indeed there is no shorter method involving only basic arithmetic
+            once the exponents have been found), the method is therefore much more
+            accurate than the alternatives.
+          

+

+            For much larger N, we can calculate the PDF from the factorials using
+            either lgamma, or by directly combining lanczos approximations to avoid
+            calculating via logarithms. We use the latter method, as it is usually
+            1 or 2 decimal digits more accurate than computing via logarithms with
+            lgamma. However, in this area where N > 104729, the user should expect
+            to loose around log10N decimal digits during the calculation in the worst
+            case.
+          

+

+            The CDF and its complement is calculated by directly summing the PDF's.
+            We start by deciding whether the CDF, or its complement, is likely to
+            be the smaller of the two and then calculate the PDF at k
+            (or k+1 if we're calculating the complement) and
+            calculate successive PDF values via the recurrence relations:
+          

+

+            
+          

+

+            Until we either reach the end of the distributions domain, or the next
+            PDF value to be summed would be too small to affect the result.
+          

+

+            The quantile is calculated in a similar manner to the CDF: we first guess
+            which end of the distribution we're nearer to, and then sum PDFs starting
+            from the end of the distribution this time, until we have some value
+            k that gives the required CDF.
+          

+

+            The median is simply the quantile at 0.5, and the remaining properties
+            are calculated via:
+          

+

+            
+          

+

+
+
+
+
Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg

+        Distributed under the Boost Software License, Version 1.0. (See accompanying
+        file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
+      

+

+

+

+PrevUpHomeNext
+

+
+
diff --git a/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/laplace_dist.html b/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/laplace_dist.html
new file mode 100644
index 000000000..0b93294b3
--- /dev/null
+++ b/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/laplace_dist.html
@@ -0,0 +1,370 @@
+
+
+
+Laplace Distribution
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
Boost C++ LibrariesHomeLibrariesPeopleFAQMore

+

+

+PrevUpHomeNext
+

+

+

+

+            
+

+
#include <boost/math/distributions/laplace.hpp>

+

+          

+
namespace boost{ namespace math{
+
+template <class RealType = double,
+          class Policy   = policies::policy<> >
+class laplace_distribution;
+
+typedef laplace_distribution<> laplace;
+
+template <class RealType, class Policy>
+class laplace_distribution
+{
+public:
+   typedef RealType value_type;
+   typedef Policy   policy_type;
+   // Construct:
+   laplace_distribution(RealType location = 0, RealType scale = 1);
+   // Accessors:
+   RealType location()const;
+   RealType scale()const;
+};
+
+}} // namespaces
+

+

+            Laplace distribution is the distribution of differences between two independent
+            variates with identical exponential distributions (Abramowitz and Stegun
+            1972, p. 930). It is also called the double exponential distribution.
+          

+

+            For location parameter μ and scale parameter σ it is defined by the probability
+            density function:
+          

+

+            
+          

+

+            The location and scale parameters are equivalent to the mean and standard
+            deviation of the normal or Gaussian distribution.
+          

+

+            The following graph illustrates the effect of the location parameter
+            μ on the PDF. Note that the range of the random variable remains [-∞,+∞]
+            irrespective of the value of the location parameter:
+          

+

+            
+          

+

+            The next graph illustrates the effect of the scale parameter σ on the PDF:
+          

+

+            
+          

+

+
+            Member
+            Functions
+          

+
laplace_distribution(RealType location = 0, RealType scale = 1);
+

+

+            Constructs a laplace distribution with location location
+            and scale scale.
+          

+

+            The location parameter is the same as the mean of the random variate.
+          

+

+            The scale parameter is proportional to the standard deviation of the
+            random variate.
+          

+

+            Requires that the scale parameter is greater than zero, otherwise calls
+            domain_error.
+          

+
RealType location()const;
+

+

+            Returns the location parameter of this distribution.
+          

+
RealType scale()const;
+

+

+            Returns the scale parameter of this distribution.
+          

+

+
+            Non-member
+            Accessors
+          

+

+            All the usual non-member
+            accessor functions that are generic to all distributions are supported:
+            Cumulative Distribution Function,
+            Probability Density Function, Quantile, Hazard
+            Function, Cumulative Hazard Function,
+            mean, median,
+            mode, variance,
+            standard deviation, skewness,
+            kurtosis, kurtosis_excess,
+            range and support.
+          

+

+            The domain of the random variable is [-∞,+∞].
+          

+

+
+            Accuracy
+          

+

+            The laplace distribution is implemented in terms of the standard library
+            log and exp functions and as such should have very small errors.
+          

+

+
+            Implementation
+          

+

+            In the following table μ is the location parameter of the distribution,
+            σ is its scale parameter, x is the random variate,
+            p is the probability and its complement q
+            = 1-p.
+          

+

++++
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+





+                  

+                    Function
+                  

+                  		
+                  

+                    Implementation Notes
+                  

+                  

+                  

+                    pdf
+                  

+                  		
+                  

+                    Using the relation: pdf = e-abs(x-μ) / σ / (2 * σ)
+                  

+                  

+                  

+                    cdf
+                  

+                  		
+                  

+                    Using the relations:
+                  

+                  

+                    x < μ : p = e(x-μ)/σ  / σ
+                  

+                  

+                    x >= μ : p = 1 - e(μ-x)/σ  / σ
+
+                  

+                  

+                  

+                    cdf complement
+                  

+                  		
+                  

+                    Using the relation:
+                  

+                  

+                    -x < μ : q = e(-x-μ)/σ  / σ
+                  

+                  

+                    -x >= μ : q = 1 - e(μ+x)/σ  / σ
+
+                  

+                  

+                  

+                    quantile
+                  

+                  		
+                  

+                    Using the relations:
+                  

+                  

+                    p < 0.5 : x = μ + σ * log(2*p)
+                  

+                  

+                    p >= 0.5 : x = μ - σ * log(2-2*p)
+                  

+                  

+                  

+                    quantile from the complement
+                  

+                  		
+                  

+                    Using the relation:
+                  

+                  

+                    q > 0.5: x = μ + σ*log(2-2*q)
+                  

+                  

+                    q <=0.5: x = μ - σ*log( 2*q )
+                  

+                  

+                  

+                    mean
+                  

+                  		
+                  

+                    μ
+                  

+                  

+                  

+                    variance
+                  

+                  		
+                  

+                    2 * σ2
+                  

+                  

+                  

+                    mode
+                  

+                  		
+                  

+                    μ
+                  

+                  

+                  

+                    skewness
+                  

+                  		
+                  

+                    0
+                  

+                  

+                  

+                    kurtosis
+                  

+                  		
+                  

+                    6
+                  

+                  

+                  

+                    kurtosis excess
+                  

+                  		
+                  

+                    3
+                  

+                  

+

+
+            References
+          

+

+

+
+
+
+
Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg

+        Distributed under the Boost Software License, Version 1.0. (See accompanying
+        file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
+      

+

+

+

+PrevUpHomeNext
+

+
+
diff --git a/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/logistic_dist.html b/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/logistic_dist.html
new file mode 100644
index 000000000..984dbf187
--- /dev/null
+++ b/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/logistic_dist.html
@@ -0,0 +1,302 @@
+
+
+
+Logistic Distribution
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
Boost C++ LibrariesHomeLibrariesPeopleFAQMore

+

+

+PrevUpHomeNext
+

+

+

+

+            
+

+
#include <boost/math/distributions/logistic.hpp>

+

+          

+
namespace boost{ namespace math{ 
+   
+template <class RealType = double, 
+          class Policy   = policies::policy<> >
+class logistic_distribution;
+
+template <class RealType, class Policy>
+class logistic_distribution
+{
+public:
+   typedef RealType value_type;
+   typedef Policy   policy_type;
+   // Construct:
+   logistic_distribution(RealType location = 0, RealType scale = 1);
+   // Accessors:
+   RealType location()const; // location.
+   RealType scale()const; // scale.
+   
+};
+
+typedef logistic_distribution<> logistic;
+
+}} // namespaces
+

+

+            The logistic distribution is a continous probability distribution. It
+            has two parameters - location and scale. The cumulative distribution
+            function of the logistic distribution appears in logistic regression
+            and feedforward neural networks. Among other applications, United State
+            Chess Federation and FIDE use it to calculate chess ratings.
+          

+

+            The following graph shows how the distribution changes as the parameters
+            change:
+          

+

+            
+          

+

+
+            Member
+            Functions
+          

+
logistic_distribution(RealType u = 0, RealType s = 1);
+

+

+            Constructs a logistic distribution with location u
+            and scale s.
+          

+

+            Requires scale >
+            0, otherwise a domain_error
+            is raised.
+          

+
RealType location()const;   
+

+

+            Returns the location of this distribution.
+          

+
RealType scale()const;
+

+

+            Returns the scale of this distribution.
+          

+

+
+            Non-member
+            Accessors
+          

+

+            All the usual non-member
+            accessor functions that are generic to all distributions are supported:
+            Cumulative Distribution Function,
+            Probability Density Function, Quantile, Hazard
+            Function, Cumulative Hazard Function,
+            mean, median,
+            mode, variance,
+            standard deviation, skewness,
+            kurtosis, kurtosis_excess,
+            range and support.
+          

+

+            The domain of the random variable is [-[max_value], +[min_value]]. However,
+            the pdf and cdf support inputs of +∞ and -∞
+as special cases if RealType
+            permits.
+          

+

+            At p=1 and p=0, the
+            quantile function returns the result of +overflow_error
+            and -overflow_error, while the
+            complement quantile function returns the result of -overflow_error
+            and +overflow_error respectively.
+          

+

+
+            Accuracy
+          

+

+            The logistic distribution is implemented in terms of the std::exp and the std::log
+            functions, so its accuracy is related to the accurate implementations
+            of those functions on a given platform. When calculating the quantile
+            with a non-zero position parameter catastrophic
+            cancellation errors can occur: in such cases, only a low absolute
+            error can be guarenteed.
+          

+

+
+            Implementation
+          

+

++++
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+





+                  

+                    Function
+                  

+                  		
+                  

+                    Implementation Notes
+                  

+                  

+                  

+                    pdf
+                  

+                  		
+                  

+                    Using the relation: pdf = e-(x-u)/s / (s*(1+e-(x-u)/s)2)
+                  

+                  

+                  

+                    cdf
+                  

+                  		
+                  

+                    Using the relation: p = 1/(1+e-(x-u)/s)
+                  

+                  

+                  

+                    cdf complement
+                  

+                  		
+                  

+                    Using the relation: q = 1/(1+e(x-u)/s)
+                  

+                  

+                  

+                    quantile
+                  

+                  		
+                  

+                    Using the relation: x = u - s*log(1/p-1)
+                  

+                  

+                  

+                    quantile from the complement
+                  

+                  		
+                  

+                    Using the relation: x = u + s*log(p/1-p)
+                  

+                  

+                  

+                    mean
+                  

+                  		
+                  

+                    u
+                  

+                  

+                  

+                    mode
+                  

+                  		
+                  

+                    The same as the mean.
+                  

+                  

+                  

+                    skewness
+                  

+                  		
+                  

+                    0
+                  

+                  

+                  

+                    kurtosis excess
+                  

+                  		
+                  

+                    6/5
+                  

+                  

+                  

+                    variance
+                  

+                  		
+                  

+                    (π*s)2 / 3
+                  

+                  

+

+
+
+
+
Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg

+        Distributed under the Boost Software License, Version 1.0. (See accompanying
+        file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
+      

+

+

+

+PrevUpHomeNext
+

+
+
diff --git a/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/lognormal_dist.html b/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/lognormal_dist.html
index 90950f9f2..8f593a87f 100644
--- a/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/lognormal_dist.html
+++ b/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/lognormal_dist.html
@@ -3,10 +3,10 @@
 
 Log Normal Distribution
 
-
+
 
 
-
+
 
 
 
@@ -20,7 +20,7 @@
 

 

 

-PrevUpHomeNext
+PrevUpHomeNext
 

 

 

@@ -88,7 +88,7 @@
             
           

 

-
+
             Member
             Functions
           

@@ -121,7 +121,7 @@
             Returns the scale parameter of this distribution.
           

 

-
+
             Non-member
             Accessors
           

@@ -141,7 +141,7 @@
             The domain of the random variable is [0,+∞].
           

 

-
+
             Accuracy
           

 

@@ -150,7 +150,7 @@
             function, and as such should have very low error rates.
           

 

-
+
             Implementation
           

 

@@ -318,8 +318,9 @@
 

 
-

 
Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde

+
Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg

         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       

@@ -327,7 +328,7 @@
 

 

 

-PrevUpHomeNext
+PrevUpHomeNext
 

 
 
diff --git a/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/nc_beta_dist.html b/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/nc_beta_dist.html
index 2991d59f0..a7a250a32 100644
--- a/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/nc_beta_dist.html
+++ b/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/nc_beta_dist.html
@@ -3,7 +3,7 @@
 
 Noncentral Beta Distribution
 
-
+
 
 
 
@@ -96,7 +96,7 @@ is a central χ2 random variable with 
             
           

 

-
+
             Member
             Functions
           

@@ -128,7 +128,7 @@ is a central χ2 random variable with 
             was constructed.
           

 

-
+
             Non-member
             Accessors
           

@@ -152,7 +152,7 @@ is a central χ2 random variable with 
             The domain of the random variable is [0, 1].
           

 

-
+
             Accuracy
           

 

@@ -168,7 +168,7 @@ is a central χ2 random variable with 
             zero error.
           

 

-
Table 13. Errors In CDF of the Noncentral Beta

+
Table 13. Errors In CDF of the Noncentral Beta

 
@@ -295,7 +295,7 @@ is a central χ2 random variable with 
             functions are broadly similar.
           

 

-
+
             Tests
           

 

@@ -307,7 +307,7 @@ is a central χ2 random variable with 
             tests.
           

 

-
+
             Implementation
           

 

@@ -398,8 +398,9 @@ is a central χ2 random variable with 
 
 

 
 


-

 
Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde

+
Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg

         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       

diff --git a/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/nc_chi_squared_dist.html b/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/nc_chi_squared_dist.html
index f918fbabf..d4c49e871 100644
--- a/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/nc_chi_squared_dist.html
+++ b/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/nc_chi_squared_dist.html
@@ -3,7 +3,7 @@
 
 Noncentral Chi-Squared Distribution
 
-
+
 
 
 
@@ -110,7 +110,7 @@
             
           

 

-
+
             Member
             Functions
           

@@ -183,7 +183,7 @@
             == q.
           

 

-
+
             Non-member
             Accessors
           

@@ -203,7 +203,7 @@
             The domain of the random variable is [0, +∞].
           

 

-
+
             Examples
           

 

@@ -211,7 +211,7 @@
             example for the noncentral chi-squared distribution.
           

 

-
+
             Accuracy
           

 

@@ -223,7 +223,7 @@
             zero error.
           

 

-
Table 14. Errors In CDF of the Noncentral Chi-Squared

+
Table 14. Errors In CDF of the Noncentral Chi-Squared

 
@@ -359,7 +359,7 @@
             produce an accuracy greater than the square root of the machine epsilon.
           

-
+
             Tests
           

@@ -373,7 +373,7 @@
             to at least 50 decimal digits - and is the used for our accuracy tests.
           

-
+
             Implementation
           

@@ -500,8 +500,9 @@
 
 

 
 

 
 
 
 

-

 
Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde

+
Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg

         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       

diff --git a/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/nc_f_dist.html b/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/nc_f_dist.html
index 5d18c4340..0d7188da1 100644
--- a/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/nc_f_dist.html
+++ b/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/nc_f_dist.html
@@ -3,7 +3,7 @@
 
 Noncentral F Distribution
 
-
+
 
 
 
@@ -95,7 +95,7 @@ random variable with v1
             
           

 

-
+
             Member
             Functions
           

@@ -127,7 +127,7 @@ random variable with v1
             which this object was constructed.
           

 

-
+
             Non-member
             Accessors
           

@@ -147,7 +147,7 @@ random variable with v1
             The domain of the random variable is [0, +∞].
           

 

-
+
             Accuracy
           

 

@@ -155,7 +155,7 @@ random variable with v1
             Beta Distribution: refer to that distribution for accuracy data.
           

 

-
+
             Tests
           

 

@@ -164,7 +164,7 @@ random variable with v1
             Math library statistical package and its pbeta and dbeta functions.
           

 

-
+
             Implementation
           

 

@@ -407,8 +407,9 @@ is the non-centrality parameter, x is the
 

 
-

 
Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde

+
Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg

         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       

diff --git a/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/nc_t_dist.html b/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/nc_t_dist.html
index 0faaae586..459b64316 100644
--- a/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/nc_t_dist.html
+++ b/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/nc_t_dist.html
@@ -3,7 +3,7 @@
 
 Noncentral T Distribution
 
-
+
 
 
 
@@ -85,7 +85,7 @@
             
           

 

-
+
             Member
             Functions
           

@@ -111,7 +111,7 @@
             which this object was constructed.
           

 

-
+
             Non-member
             Accessors
           

@@ -131,7 +131,7 @@
             The domain of the random variable is [-∞, +∞].
           

 

-
+
             Accuracy
           

 

@@ -141,7 +141,7 @@
             one shown will have effectively zero error.
           

 

-
Table 15. Errors In CDF of the Noncentral T Distribution

+
Table 15. Errors In CDF of the Noncentral T Distribution

 
@@ -255,7 +255,7 @@
             epsilon.
           

-
+
             Tests
           

@@ -270,7 +270,7 @@
             least 50 decimal places.
           

-
+
             Implementation
           

@@ -351,8 +351,9 @@
 
 

 
 

 
 
 
 

-

 
Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde

+
Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg

         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       

diff --git a/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/negative_binomial_dist.html b/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/negative_binomial_dist.html
index a006c4376..f5896127f 100644
--- a/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/negative_binomial_dist.html
+++ b/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/negative_binomial_dist.html
@@ -3,7 +3,7 @@
 
 Negative Binomial Distribution
 
-
+
 
 
 
@@ -123,7 +123,7 @@
             
           

 

-
+
             Related
             Distributions
           

@@ -200,12 +200,12 @@
 

           

 

-
+
             Member
             Functions
           

 

-
+
             Construct
           

 
negative_binomial_distribution(RealType r, RealType p);
@@ -221,7 +221,7 @@
             <= 1.
           

 

-
+
             Accessors
           

 
RealType success_fraction() const; // successes / trials (0 <= p <= 1)
@@ -237,7 +237,7 @@
             was constructed.
           

 

-
+
             Lower
             Bound on Parameter p
           

@@ -298,7 +298,7 @@
             vol. 48, no3, 605-621.
           

 

-
+
             Upper
             Bound on Parameter p
           

@@ -358,7 +358,7 @@
             vol. 48, no3, 605-621.
           

 

-
+
             Estimating
             Number of Trials to Ensure at Least a Certain Number of Failures
           

@@ -409,7 +409,7 @@
             probability of observing k failures or fewer.
           

 

-
+
             Estimating
             Number of Trials to Ensure a Maximum Number of Failures or Less
           

@@ -457,7 +457,7 @@
             probability of observing more than k failures.
           

 

-
+
             Non-member
             Accessors
           

@@ -478,7 +478,7 @@
             in the context of this distribution:
           

 

-
Table 12. Meaning of the non-member accessors.

+
Table 12. Meaning of the non-member accessors.

 
@@ -603,7 +603,7 @@
 

 
 


 

 

-
+
             Accuracy
           

 

@@ -613,7 +613,7 @@
             please refer to these functions for information on accuracy.
           

 

-
+
             Implementation
           

 

@@ -894,8 +894,9 @@
 

 
-

 
Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde

+
Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg

         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       

diff --git a/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/normal_dist.html b/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/normal_dist.html
index 37652e4bf..ddf3e5536 100644
--- a/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/normal_dist.html
+++ b/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/normal_dist.html
@@ -3,7 +3,7 @@
 
 Normal (Gaussian) Distribution
 
-
+
 
 
 
@@ -79,7 +79,7 @@
             
           

 

-
+
             Member
             Functions
           

@@ -109,7 +109,7 @@
             be used generically).
           

 

-
+
             Non-member
             Accessors
           

@@ -131,7 +131,7 @@
             and complement cdf -∞ = 1 and +∞ = 0, if RealType permits.
           

 

-
+
             Accuracy
           

 

@@ -139,7 +139,7 @@
             function, and as such should have very low error rates.
           

 

-
+
             Implementation
           

 

@@ -289,8 +289,9 @@
 

 
-
@@ -230,7 +234,7 @@
                   
@@ -278,7 +282,7 @@
                   

 
Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde

+
Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg

         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       

diff --git a/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/pareto.html b/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/pareto.html
index 1636ed31c..6ae58974f 100644
--- a/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/pareto.html
+++ b/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/pareto.html
@@ -3,7 +3,7 @@
 
 Pareto Distribution
 
-
+
 
 
 
@@ -33,9 +33,9 @@
 
#include <boost/math/distributions/pareto.hpp>

 

           

-
namespace boost{ namespace math{ 
-   
-template <class RealType = double, 
+
namespace boost{ namespace math{
+
+template <class RealType = double,
           class Policy   = policies::policy<> >
 class pareto_distribution;
 
@@ -47,9 +47,9 @@
 public:
    typedef RealType value_type;
    // Constructor:
-   pareto_distribution(RealType location = 1, RealType shape = 1)
+   pareto_distribution(RealType scale = 1, RealType shape = 1)
    // Accessors:
-   RealType location()const;
+   RealType scale()const;
    RealType shape()const;
 };
 
@@ -64,16 +64,17 @@
             f(x; α, β) = αβα / xα+ 1
           

 

-            For shape parameter α > 0, and location parameter β > 0, and α > 0.
+            For shape parameter α > 0, and scale parameter β > 0. If x < β, the
+            pdf is zero.
           

 

-            The Pareto
+            The Pareto
             distribution often describes the larger compared to the smaller.
             A classic example is that 80% of the wealth is owned by 20% of the population.
           

 

-            The following graph illustrates how the PDF varies with the location
-            parameter β:
+            The following graph illustrates how the PDF varies with the scale parameter
+            β:
           

 

             
@@ -86,16 +87,16 @@
             
           

 

-
+
             Related
             distributions
           

 

-
+
             Member
             Functions
           

-
pareto_distribution(RealType location = 1, RealType shape = 1);
+
pareto_distribution(RealType scale = 1, RealType shape = 1);
 

 

             Constructs a pareto
@@ -106,10 +107,10 @@
             Requires that the shape and scale
             parameters are both greater than zero, otherwise calls domain_error.
           

-
RealType location()const;
+
RealType scale()const;
 

 

-            Returns the location parameter of this distribution.
+            Returns the scale parameter of this distribution.
           

 
RealType shape()const;
 

@@ -117,7 +118,7 @@
             Returns the shape parameter of this distribution.
           

 

-
+
             Non-member
             Accessors
           

@@ -134,25 +135,28 @@
             range and support.
           

 

-            The supported domain of the random variable is [location, ∞].
+            The supported domain of the random variable is [scale, ∞].
           

 

-
+
             Accuracy
           

 

-            The pareto distribution is implemented in terms of the standard library
-            exp functions plus expm1 and as such
-            should have very low error rates except when probability is very close
-            to unity.
+            The Pareto distribution is implemented in terms of the standard library
+            exp functions plus expm1 and so should
+            have very small errors, usually only a few epsilon.
+          

+

+            If probability is near to unity (or the complement of a probability near
+            zero) see also why complements?.
           

 

-
+
             Implementation
           

 

             In the following table α is the shape parameter of the distribution, and
-            β is its location parameter, x is the random variate,
+            β is its scale parameter, x is the random variate,
             p is the probability and its complement q
             = 1-p.
           

@@ -218,7 +222,7 @@
                   

 
                   

-                    Using the relation: x = α / (1 - p)1/β
+                    Using the relation: x = β / (1 - p)1/α
                   

                   		
 

 

                   

-                    Using the relation: x = α / (q)1/β
+                    Using the relation: x = β / (q)1/α
                   

                   		
 

 

                   

-                    Refer to Weisstein,
+                    Refer to Weisstein,
                     Eric W. "Pareto Distribution." From MathWorld--A Wolfram
                     Web Resource.
                   

@@ -292,7 +296,7 @@
                   		
 
                   

-                    Refer to Weisstein,
+                    Refer to Weisstein,
                     Eric W. "Pareto Distribution." From MathWorld--A Wolfram
                     Web Resource.
                   

@@ -306,7 +310,7 @@
                   		
 
                   

-                    Refer to Weisstein,
+                    Refer to Weisstein,
                     Eric W. "pareto Distribution." From MathWorld--A Wolfram
                     Web Resource.
                   

@@ -315,7 +319,7 @@
 

 

 

-
+
             References
           

 

 
 
-

 
Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde

+
Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg

         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       

diff --git a/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/poisson_dist.html b/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/poisson_dist.html
index 775504712..5a9ea1c4f 100644
--- a/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/poisson_dist.html
+++ b/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/poisson_dist.html
@@ -3,7 +3,7 @@
 
 Poisson Distribution
 
-
+
 
 
 
@@ -122,7 +122,7 @@
 

           

 

-
+
             Member
             Functions
           

@@ -137,7 +137,7 @@
             Returns the mean of this distribution.
           

 

-
+
             Non-member
             Accessors
           

@@ -157,7 +157,7 @@
             The domain of the random variable is [0, ∞].
           

 

-
+
             Accuracy
           

 

@@ -171,7 +171,7 @@
             using an iterative method with a lower tolerance to avoid excessive computation.
           

 

-
+
             Implementation
           

 

@@ -326,8 +326,9 @@
 

 
-

 
Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde

+
Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg

         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       

diff --git a/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/rayleigh.html b/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/rayleigh.html
index 1ad4fcd5e..2846ed8e9 100644
--- a/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/rayleigh.html
+++ b/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/rayleigh.html
@@ -3,7 +3,7 @@
 
 Rayleigh Distribution
 
-
+
 
 
 
@@ -86,7 +86,7 @@
             
           

 

-
+
             Related
             distributions
           

@@ -102,7 +102,7 @@
             distribution.
           

 

-
+
             Member
             Functions
           

@@ -121,7 +121,7 @@
             Returns the sigma parameter of this distribution.
           

 

-
+
             Non-member
             Accessors
           

@@ -141,7 +141,7 @@
             The domain of the random variable is [0, max_value].
           

 

-
+
             Accuracy
           

 

@@ -151,7 +151,7 @@
             using NTL RR type with 150-bit accuracy, about 50 decimal digits.
           

 

-
+
             Implementation
           

 

@@ -320,7 +320,7 @@
 

 

 

-
+
             References
           

 
    
@@ -332,8 +332,9 @@
 

 
-

 
Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde

+
Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg

         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       

diff --git a/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/students_t_dist.html b/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/students_t_dist.html
index c5cdc0c6d..7b6bb7a71 100644
--- a/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/students_t_dist.html
+++ b/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/students_t_dist.html
@@ -3,7 +3,7 @@
 
 Students t Distribution
 
-
+
 
 
 
@@ -97,7 +97,7 @@
             
           

 

-
+
             Member
             Functions
           

@@ -174,7 +174,7 @@
             Engineering Statistics Handbook.
           

 

-
+
             Non-member
             Accessors
           

@@ -194,7 +194,7 @@
             The domain of the random variable is [-∞, +∞].
           

 

-
+
             Examples
           

 

@@ -202,7 +202,7 @@
             are available illustrating the use of the Student's t distribution.
           

 

-
+
             Accuracy
           

 

@@ -211,7 +211,7 @@
             inverses, refer to accuracy data on those functions for more information.
           

 

-
+
             Implementation
           

 

@@ -408,8 +408,9 @@
 

 
-

 
Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde

+
Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg

         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       

diff --git a/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/triangular_dist.html b/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/triangular_dist.html
index cec253688..3989ed1b0 100644
--- a/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/triangular_dist.html
+++ b/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/triangular_dist.html
@@ -3,7 +3,7 @@
 
 Triangular Distribution
 
-
+
 
 
 
@@ -128,7 +128,7 @@
             
           

 

-
+
             Member
             Functions
           

@@ -163,7 +163,7 @@
             (default+1).
           

 

-
+
             Non-member
             Accessors
           

@@ -184,7 +184,7 @@
             range is lower <= x <= upper.
           

 

-
+
             Accuracy
           

 

@@ -193,7 +193,7 @@
             with arguments nearing the extremes of zero and unity.
           

 

-
+
             Implementation
           

 

@@ -378,7 +378,7 @@
             Calculate and plot probability distributions
           

 

-
+
             References
           

 
    
@@ -404,8 +404,9 @@
 

 
-

 
Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde

+
Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg

         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       

diff --git a/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/uniform_dist.html b/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/uniform_dist.html
index 221c7186b..81b3396f2 100644
--- a/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/uniform_dist.html
+++ b/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/uniform_dist.html
@@ -3,7 +3,7 @@
 
 Uniform Distribution
 
-
+
 
 
 
@@ -117,7 +117,7 @@
             
           

 

-
+
             Member
             Functions
           

@@ -144,7 +144,7 @@
             Returns the upper parameter of this distribution.
           

 

-
+
             Non-member
             Accessors
           

@@ -165,7 +165,7 @@
             range is only lower <= x <= upper.
           

 

-
+
             Accuracy
           

 

@@ -173,7 +173,7 @@
             and so should have errors within an epsilon or two.
           

 

-
+
             Implementation
           

 

@@ -337,7 +337,7 @@
 

 

 

-
+
             References
           

 
    
@@ -351,8 +351,9 @@
 

 
-

 
Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde

+
Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg

         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       

diff --git a/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/weibull.html b/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/weibull.html
index 23e989d5c..f73f6a660 100644
--- a/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/weibull.html
+++ b/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/dists/weibull.html
@@ -3,7 +3,7 @@
 
 Weibull Distribution
 
-
+
 
 
 
@@ -100,7 +100,7 @@
             
           

 

-
+
             Related
             distributions
           

@@ -114,7 +114,7 @@
             Distributions, Theory and Applications Samuel Kotz & Saralees Nadarajah.
           

 

-
+
             Member
             Functions
           

@@ -140,7 +140,7 @@
             Returns the scale parameter of this distribution.
           

 

-
+
             Non-member
             Accessors
           

@@ -160,7 +160,7 @@
             The domain of the random variable is [0, ∞].
           

 

-
+
             Accuracy
           

 

@@ -170,7 +170,7 @@
             as such should have very low error rates.
           

 

-
+
             Implementation
           

 

@@ -337,7 +337,7 @@
 

 

 

-
+
             References
           

 
    
@@ -351,8 +351,9 @@
 

 
-

 
Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde

+
Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg

         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       

diff --git a/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/nmp.html b/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/nmp.html
index 002942025..58d26521c 100644
--- a/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/nmp.html
+++ b/doc/sf_and_dist/html/math_toolkit/dist/dist_ref/nmp.html
@@ -3,7 +3,7 @@
 
 Non-Member Properties
 
-
+
 
 
 
@@ -37,7 +37,7 @@
           the function you want if you already know its name.
         

 

-
+
           Function
           Index
         

@@ -93,7 +93,7 @@
           
 

 

-
+
           Conceptual
           Index
         

@@ -174,7 +174,7 @@
           
 
 

-
+
           Cumulative
           Distribution Function
         

@@ -198,7 +198,7 @@
           cdf
         

 

-
+
           Complement
           of the Cumulative Distribution Function
         

@@ -235,11 +235,11 @@
           survival
         

 

-          See why complements? for why the
+          See why complements? for why the
           complement is useful and when it should be used.
         

 

-
+
           Hazard Function
         

 
template <class RealType, class Policy>
@@ -267,7 +267,7 @@
           

 

 

-
+
           Cumulative
           Hazard Function
         

@@ -295,7 +295,7 @@
           

 

 

-
+
           mean
         

 
template<class RealType, class Policy>
@@ -310,7 +310,7 @@
           distribution).
         

 

-
+
           median
         

 
template<class RealType, class Policy>
@@ -320,7 +320,7 @@
           Returns the median of the distribution dist.
         

 

-
+
           mode
         

 
template<class RealType, Policy>
@@ -334,7 +334,7 @@
           if the distribution does not have a defined mode.
         

 

-
+
           Probability
           Density Function
         

@@ -363,7 +363,7 @@
           pdf
         

 

-
+
           range
         

 
template<class RealType, class Policy>
@@ -373,7 +373,7 @@
           Returns the valid range of the random variable over distribution dist.
         

 

-
+
           Quantile
         

 
template <class RealType, class Policy>
@@ -402,7 +402,7 @@
           quantile
         

 

-
+
           Quantile
           from the complement of the probability.
         

@@ -429,7 +429,7 @@
           where q is complement of the probability.
         

 

-          Why complements?
+          Why complements?
         

 

           This function is also called the inverse survival function, and is the
@@ -448,7 +448,7 @@
           survival_inv
         

 

-
+
           Standard
           Deviation
         

@@ -463,7 +463,7 @@
           if the distribution does not have a defined standard deviation.
         

 

-
+
           support
         

 
template<class RealType, class Policy>
@@ -480,7 +480,7 @@
           where the pdf is zero, and the cdf zero or unity.
         

 

-
+
           Variance
         

 
template <class RealType, class Policy>
@@ -494,7 +494,7 @@
           if the distribution does not have a defined variance.
         

 

-
+
           Skewness
         

 
template <class RealType, class Policy>
@@ -508,7 +508,7 @@
           if the distribution does not have a defined skewness.
         

 

-
+
           Kurtosis
         

 
template <class RealType, class Policy>
@@ -550,7 +550,7 @@
           'Proper' kurtosis can have a value from zero to + infinity.
         

 

-
+
           Kurtosis
           excess
         

@@ -585,7 +585,7 @@
           The kurtosis excess of a normal distribution is zero.
         

 

-
+
           P and Q
         

 

@@ -595,7 +595,7 @@
           returned by these functions.
         

 

-
+
           Percent
           Point Function
         

@@ -604,7 +604,7 @@
           the Quantile.
         

 

-
+
           Inverse
           CDF Function.
         

@@ -613,7 +613,7 @@
           Quantile.
         

 

-
+
           Inverse
           Survival Function.
         

@@ -621,7 +621,7 @@
           The inverse of the survival function, is the same as computing the quantile from the complement of the probability.
         

 

-
+
           Probability
           Mass Function
         

@@ -635,7 +635,7 @@
           applies to continuous distributions.
         

 

-
+
           Lower
           Critical Value.
         

@@ -645,7 +645,7 @@
           the Quantile.
         

 

-
+
           Upper
           Critical Value.
         

@@ -656,7 +656,7 @@
           complement of the probability.
         

 

-
+
           Survival
           Function
         

@@ -667,8 +667,9 @@
 
 
-

 
Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde

+
Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg

         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       

diff --git a/doc/sf_and_dist/html/math_toolkit/dist/future.html b/doc/sf_and_dist/html/math_toolkit/dist/future.html
index de8b71e7d..15e20dee8 100644
--- a/doc/sf_and_dist/html/math_toolkit/dist/future.html
+++ b/doc/sf_and_dist/html/math_toolkit/dist/future.html
@@ -3,7 +3,7 @@
 
 Extras/Future Directions
 
-
+
 
 
 
@@ -27,7 +27,7 @@
  Extras/Future Directions
 

 

-
+
         Adding
         Additional Location and Scale Parameters
       

@@ -55,7 +55,7 @@
         functions.
       

 

-
+
         An
         "any_distribution" class
       

@@ -84,7 +84,7 @@
         use case: this needs more investigation.
       

 

-
+
         Higher
         Level Hypothesis Tests
       

@@ -104,7 +104,7 @@
         expected_mean.
       

 

-
+
         Integration
         With Statistical Accumulators
       

@@ -126,8 +126,9 @@
 
 
-

 
Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde

+
Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg

         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       

diff --git a/doc/sf_and_dist/html/math_toolkit/dist/stat_tut.html b/doc/sf_and_dist/html/math_toolkit/dist/stat_tut.html
index f2c520c10..ab972f91d 100644
--- a/doc/sf_and_dist/html/math_toolkit/dist/stat_tut.html
+++ b/doc/sf_and_dist/html/math_toolkit/dist/stat_tut.html
@@ -3,11 +3,11 @@
 
 Statistical Distributions Tutorial
 
-
+
 
 
 
-
+
 
 
 
@@ -28,7 +28,20 @@
       Tutorial

-
 Overview

+
 Overview of Distributions

+

+
 Headers
+          and Namespaces

+
 Distributions
+          are Objects

+
 Generic
+          operations common to all distributions are non-member functions

+

+          Complements are supported too - and when to use them

+

+          Parameters can be calculated

+
 Summary

+

 
 Worked Examples

 

 

@@ -109,6 +122,8 @@
 

 
 Comparison
           with C, R, FORTRAN-style Free Functions

+
 Using the
+          Distributions from Within C#

 

 
 Random Variates
         and Distribution Parameters

@@ -123,8 +138,9 @@
 

 
 
 

-

 
Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde

+
Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg

         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       

diff --git a/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/dist_params.html b/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/dist_params.html
index c6cab999a..93445281f 100644
--- a/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/dist_params.html
+++ b/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/dist_params.html
@@ -3,7 +3,7 @@
 
 Discrete Probability Distributions
 
-
+
 
 
 
@@ -83,8 +83,9 @@
 

 
-

 
Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde

+
Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg

         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       

diff --git a/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/overview.html b/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/overview.html
index 4edec1a39..ee383e769 100644
--- a/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/overview.html
+++ b/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/overview.html
@@ -1,13 +1,13 @@
 
 
 
-Overview
+Overview of Distributions
 
-
+
 
 
 
-
+
 
 
 
@@ -20,514 +20,33 @@
 

 

 

-PrevUpHomeNext
+PrevUpHomeNext
 

 

 

-

-
-          Headers
-          and Namespaces
-        

-

-          All the code in this library is inside namespace boost::math.
-        

-

-          In order to use a distribution my_distribution you
-          will need to include either the header <boost/math/distributions/my_distribution.hpp>
-          or the "include everything" header: <boost/math/distributions.hpp>.
-        

-

-          For example, to use the Students-t distribution include either <boost/math/distributions/students_t.hpp>
-          or <boost/math/distributions.hpp>
-        

-

-
-          Distributions
-          are Objects
-        

-

-          Each kind of distribution in this library is a class type.
-        

-

-          Policies provide fine-grained
-          control of the behaviour of these classes, allowing the user to customise
-          behaviour such as how errors are handled, or how the quantiles of discrete
-          distribtions behave.
-        

-

-
-
-
-
-
-
[Tip]Tip

-            If you are familiar with statistics libraries using functions, and 'Distributions
-            as Objects' seem alien, see the
-            comparison to other statistics libraries.
-          

-

-          Making distributions class types does two things:
-        

-
    
-
  • 
-            It encapsulates the kind of distribution in the C++ type system; so,
-            for example, Students-t distributions are always a different C++ type
-            from Chi-Squared distributions.
-          
    • 
-
  • 
-            The distribution objects store any parameters associated with the distribution:
-            for example, the Students-t distribution has a degrees of freedom
-            parameter that controls the shape of the distribution. This degrees
-            of freedom parameter has to be provided to the Students-t
-            object when it is constructed.
-          
    • 
-

-

-          Although the distribution classes in this library are templates, there
-          are typedefs on type double that mostly take the usual
-          name of the distribution (except where there is a clash with a function
-          of the same name: beta and gamma, in which case using the default template
-          arguments - RealType =
-          double - is nearly as convenient).
-          Probably 95% of uses are covered by these typedefs:
-        

-
using namespace boost::math;
-
-// Construct a students_t distribution with 4 degrees of freedom:
-students_t d1(4);
-
-// Construct a double-precision beta distribution 
-// with parameters a = 10, b = 20
-beta_distribution<> d2(10, 20); // Note: _distribution<> suffix !
-

-

-          If you need to use the distributions with a type other than double, then you can instantiate the template
-          directly: the names of the templates are the same as the double typedef but with _distribution
-          appended, for example: Students
-          t Distribution or Binomial
-          Distribution:
-        

-
// Construct a students_t distribution, of float type,
-// with 4 degrees of freedom:
-students_t_distribution<float> d3(4);
-
-// Construct a binomial distribution, of long double type,
-// with probability of success 0.3
-// and 20 trials in total:
-binomial_distribution<long double> d4(20, 0.3);
-

-

-          The parameters passed to the distributions can be accessed via getter member
-          functions:
-        

-
d1.degrees_of_freedom();  // returns 4.0 
-

-

-          This is all well and good, but not very useful so far. What we often want
-          is to be able to calculate the cumulative distribution functions
-          and quantiles etc for these distributions.
-        

-

-
-          Generic
-          operations common to all distributions are non-member functions
-        

-

-          Want to calculate the PDF (Probability Density Function) of a distribution?
-          No problem, just use:
-        

-
pdf(my_dist, x);  // Returns PDF (density) at point x of distribution my_dist.
-

-

-          Or how about the CDF (Cumulative Distribution Function):
-        

-
cdf(my_dist, x);  // Returns CDF (integral from -infinity to point x)
-                  // of distribution my_dist.
-

-

-          And quantiles are just the same:
-        

-
quantile(my_dist, p);  // Returns the value of the random variable x
-                       // such that cdf(my_dist, x) == p.
-

-

-          If you're wondering why these aren't member functions, it's to make the
-          library more easily extensible: if you want to add additional generic operations
-          - let's say the n'th moment - then all you have to
-          do is add the appropriate non-member functions, overloaded for each implemented
-          distribution type.
-        

-

-
-
-
-
-
-
[Tip]Tip

-

-          

-

-            Random numbers that approximate Quantiles of Distributions
-          

-

-            If you want random numbers that are distributed in a specific way, for
-            example in a uniform, normal or triangular, see Boost.Random.
-          

-

-            Whilst in principal there's nothing to prevent you from using the quantile
-            function to convert a uniformly distributed random number to another
-            distribution, in practice there are much more efficient algorithms available
-            that are specific to random number generation.
-          

-

-

-          For example, the binomial distribution has two parameters: n (the number
-          of trials) and p (the probability of success on one trial).
-        

-

-          The binomial_distribution
-          constructor therefore has two parameters:
-        

-

-          binomial_distribution(RealType n, RealType
-          p);
-        

-

-          For this distribution the random variate is k: the number of successes
-          observed. The probability density/mass function (pdf) is therefore written
-          as f(k; n, p).
-        

-

-
-
-
-
-
-
[Note]Note

-

-          

-

-            Random Variates and Distribution Parameters
-          

-

-            Random variates
-            and distribution
-            parameters are conventionally distinguished (for example in Wikipedia
-            and Wolfram MathWorld by placing a semi-colon (or sometimes vertical
-            bar) after the random variate (whose value you 'choose'), to separate
-            the variate from the parameter(s) that defines the shape of the distribution.
-          

-

-

-          As noted above the non-member function pdf
-          has one parameter for the distribution object, and a second for the random
-          variate. So taking our binomial distribution example, we would write:
-        

-

-          pdf(binomial_distribution<RealType>(n, p), k);
-        

-

-          The ranges of random variate values that are permitted and are supported
-          can be tested by using two functions range
-          and support.
-        

-

-          The distribution (effectively the random variate) is said to be 'supported'
-          over a range that is "the
-          smallest closed set whose complement has probability zero".
-          MathWorld uses the word 'defined' for this range. Non-mathematicians might
-          say it means the 'interesting' smallest range of random variate x that
-          has the cdf going from zero to unity. Outside are uninteresting zones where
-          the pdf is zero, and the cdf zero or unity.
-        

-

-          For most distributions, with probability distribution functions one might
-          describe as 'well-behaved', we have decided that it is most useful for
-          the supported range to exclude random variate values like exact zero if the end point is discontinuous. For example,
-          the Weibull (scale 1, shape 1) distribution smoothly heads for unity as
-          the random variate x declines towards zero. But at x = zero, the value
-          of the pdf is suddenly exactly zero, by definition. If you are plotting
-          the PDF, or otherwise calculating, zero is not the most useful value for
-          the lower limit of supported, as we discovered. So for this, and similar
-          distributions, we have decided it is most numerically useful to use the
-          closest value to zero, min_value, for the limit of the supported range.
-          (The range remains from
-          zero, so you will still get pdf(weibull, 0)
-          == 0).
-          (Exponential and gamma distributions have similarly discontinuous functions).
-        

-

-          Mathematically, the functions may make sense with an (+ or -) infinite
-          value, but except for a few special cases (in the Normal and Cauchy distributions)
-          this implementation limits random variates to finite values from the max to min
-          for the RealType. (See
-          Handling
-          of Floating-Point Infinity for rationale).
-        

-

-
-
-
-
-
-
[Note]Note

-

-          

-

-            Discrete Probability Distributions
-          

-

-            Note that the discrete
-            distributions, including the binomial, negative binomial, Poisson
-            & Bernoulli, are all mathematically defined as discrete functions:
-            that is to say the functions cdf
-            and pdf are only defined
-            for integral values of the random variate.
-          

-

-            However, because the method of calculation often uses continuous functions
-            it is convenient to treat them as if they were continuous functions,
-            and permit non-integral values of their parameters.
-          

-

-            Users wanting to enforce a strict mathematical model may use floor or ceil
-            functions on the random variate prior to calling the distribution function.
-          

-

-            The quantile functions for these distributions are hard to specify in
-            a manner that will satisfy everyone all of the time. The default behaviour
-            is to return an integer result, that has been rounded outwards:
-            that is to say, lower quantiles - where the probablity is less than 0.5
-            are rounded down, while upper quantiles - where the probability is greater
-            than 0.5 - are rounded up. This behaviour ensures that if an X% quantile
-            is requested, then at least the requested coverage
-            will be present in the central region, and no more than
-            the requested coverage will be present in the tails.
-          

-

-            This behaviour can be changed so that the quantile functions are rounded
-            differently, or return a real-valued result using Policies.
-            It is strongly recommended that you read the tutorial Understanding
-            Quantiles of Discrete Distributions before using the quantile
-            function on a discrete distribtion. The reference
-            docs describe how to change the rounding policy for these distributions.
-          

-

-            For similar reasons continuous distributions with parameters like "degrees
-            of freedom" that might appear to be integral, are treated as real
-            values (and are promoted from integer to floating-point if necessary).
-            In this case however, there are a small number of situations where non-integral
-            degrees of freedom do have a genuine meaning.
-          

-

+

+
 Headers
+          and Namespaces

+
 Distributions
+          are Objects

+
 Generic
+          operations common to all distributions are non-member functions

+

+          Complements are supported too - and when to use them

+

+          Parameters can be calculated

+
 Summary

+

 

         

-

-
-          Complements
-          are supported too
-        

-

-          Often you don't want the value of the CDF, but its complement, which is
-          to say 1-p rather than p.
-          You could calculate the CDF and subtract it from 1,
-          but if p is very close
-          to 1 then cancellation error
-          will cause you to lose significant digits. In extreme cases, p may actually be equal to 1, even though the true value of the complement
-          is non-zero.
-        

-

-          See also "Why complements?"
-        

-

-          In this library, whenever you want to receive a complement, just wrap all
-          the function arguments in a call to complement(...), for example:
-        

-
students_t dist(5);
-cout << "CDF at t = 1 is " << cdf(dist, 1.0) << endl;
-cout << "Complement of CDF at t = 1 is " << cdf(complement(dist, 1.0)) << endl;
-

-

-          But wait, now that we have a complement, we have to be able to use it as
-          well. Any function that accepts a probability as an argument can also accept
-          a complement by wrapping all of its arguments in a call to complement(...),
-          for example:
-        

-
students_t dist(5);
-
-for(double i = 10; i < 1e10; i *= 10)
-{
-   // Calculate the quantile for a 1 in i chance:
-   double t = quantile(complement(dist, 1/i));
-   // Print it out:
-   cout << "Quantile of students-t with 5 degrees of freedom\n"
-           "for a 1 in " << i << " chance is " << t << endl;
-}
-

-

-
-
-
-
-
-
[Tip]Tip

-

-          

-

-            Critical values are just quantiles
-          

-

-            Some texts talk about quantiles, others about critical values, the basic
-            rule is:
-          

-

-            Lower critical values are the same as the quantile.
-          

-

-            Upper critical values are the same as the quantile
-            from the complement of the probability.
-          

-

-            For example, suppose we have a Bernoulli process, giving rise to a binomial
-            distribution with success ratio 0.1 and 100 trials in total. The lower
-            critical value for a probability of 0.05 is given by:
-          

-

-            quantile(binomial(100, 0.1), 0.05)
-          

-

-            and the upper critical value is given by:
-          

-

-            quantile(complement(binomial(100, 0.1), 0.05))
-          

-

-            which return 4.82 and 14.63 respectively.
-          

-

-

-        

-

-
-
-
-
-
-
[Tip]Tip

-

-          

-

-            Why bother with complements anyway?
-          

-

-            It's very tempting to dispense with complements, and simply subtract
-            the probability from 1 when required. However, consider what happens
-            when the probability is very close to 1: let's say the probability expressed
-            at float precision is 0.999999940f,
-            then 1 -
-            0.999999940f =
-            5.96046448e-008, but the result
-            is actually accurate to just one single bit: the
-            only bit that didn't cancel out!
-          

-

-            Or to look at this another way: consider that we want the risk of falsely
-            rejecting the null-hypothesis in the Student's t test to be 1 in 1 billion,
-            for a sample size of 10,000. This gives a probability of 1 - 10-9, which
-            is exactly 1 when calculated at float precision. In this case calculating
-            the quantile from the complement neatly solves the problem, so for example:
-          

-

-            quantile(complement(students_t(10000), 1e-9))
-          

-

-            returns the expected t-statistic 6.00336,
-            where as:
-          

-

-            quantile(students_t(10000), 1-1e-9f)
-          

-

-            raises an overflow error, since it is the same as:
-          

-

-            quantile(students_t(10000), 1)
-          

-

-            Which has no finite result.
-          

-

-

-
-          Parameters
-          can be calculated
-        

-

-          Sometimes it's the parameters that define the distribution that you need
-          to find. Suppose, for example, you have conducted a Students-t test for
-          equal means and the result is borderline. Maybe your two samples differ
-          from each other, or maybe they don't; based on the result of the test you
-          can't be sure. A legitimate question to ask then is "How many more
-          measurements would I have to take before I would get an X% probability
-          that the difference is real?" Parameter finders can answer questions
-          like this, and are necessarily different for each distribution. They are
-          implemented as static member functions of the distributions, for example:
-        

-
students_t::find_degrees_of_freedom(
-   1.3,        // difference from true mean to detect
-   0.05,       // maximum risk of falsely rejecting the null-hypothesis.
-   0.1,        // maximum risk of falsely failing to reject the null-hypothesis.
-   0.13);      // sample standard deviation
-

-

-          Returns the number of degrees of freedom required to obtain a 95% probability
-          that the observed differences in means is not down to chance alone. In
-          the case that a borderline Students-t test result was previously obtained,
-          this can be used to estimate how large the sample size would have to become
-          before the observed difference was considered significant. It assumes,
-          of course, that the sample mean and standard deviation are invariant with
-          sample size.
-        

-

-
-          Summary
-        

-
    
-
  • 
-            Distributions are objects, which are constructed from whatever parameters
-            the distribution may have.
-          
    • 
-
  • 
-            Member functions allow you to retrieve the parameters of a distribution.
-          
    • 
-
  • 
-            Generic non-member functions provide access to the properties that are
-            common to all the distributions (PDF, CDF, quantile etc).
-          
    • 
-
  • 
-            Complements of probabilities are calculated by wrapping the function's
-            arguments in a call to complement(...).
-          
    • 
-
  • 
-            Functions that accept a probability can accept a complement of the probability
-            as well, by wrapping the function's arguments in a call to complement(...).
-          
    • 
-
  • 
-            Static member functions allow the parameters of a distribution to be
-            found from other information.
-          
    • 
-

-

-          Now that you have the basics, the next section looks at some worked examples.
-        

 

 
-

 
Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde

+
Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg

         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       

@@ -535,7 +54,7 @@
 

 

 

-PrevUpHomeNext
+PrevUpHomeNext
 

 
 
diff --git a/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/overview/complements.html b/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/overview/complements.html
new file mode 100644
index 000000000..d30e2ecd8
--- /dev/null
+++ b/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/overview/complements.html
@@ -0,0 +1,209 @@
+
+
+
+Complements are supported too - and when to use them
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
Boost C++ LibrariesHomeLibrariesPeopleFAQMore

+

+

+PrevUpHomeNext
+

+

+

+

+            Often you don't want the value of the CDF, but its complement, which
+            is to say 1-p rather than p.
+            It is tempting to calculate the CDF and subtract it from 1, but if p
+            is very close to 1 then cancellation
+            error will cause you to lose accuracy, perhaps totally.
+          

+

+            See below "Why and when
+            to use complements?"
+          

+

+            In this library, whenever you want to receive a complement, just wrap
+            all the function arguments in a call to complement(...), for example:
+          

+
students_t dist(5);
+cout << "CDF at t = 1 is " << cdf(dist, 1.0) << endl;
+cout << "Complement of CDF at t = 1 is " << cdf(complement(dist, 1.0)) << endl;
+

+

+            But wait, now that we have a complement, we have to be able to use it
+            as well. Any function that accepts a probability as an argument can also
+            accept a complement by wrapping all of its arguments in a call to complement(...),
+            for example:
+          

+
students_t dist(5);
+
+for(double i = 10; i < 1e10; i *= 10)
+{
+   // Calculate the quantile for a 1 in i chance:
+   double t = quantile(complement(dist, 1/i));
+   // Print it out:
+   cout << "Quantile of students-t with 5 degrees of freedom\n"
+           "for a 1 in " << i << " chance is " << t << endl;
+}
+

+

+
+
+
+
+
+
[Tip]Tip

+

+            

+

+              Critical values are just quantiles
+            

+

+              Some texts talk about quantiles, or percentiles, others about critical
+              values, the basic rule is:
+            

+

+              Lower critical values are the same as the quantile.
+            

+

+              Upper critical values are the same as the quantile
+              from the complement of the probability.
+            

+

+              For example, suppose we have a Bernoulli process, giving rise to a
+              binomial distribution with success ratio 0.1 and 100 trials in total.
+              The lower critical value for a probability of
+              0.05 is given by:
+            

+

+              quantile(binomial(100, 0.1), 0.05)
+            

+

+              and the upper critical value is given by:
+            

+

+              quantile(complement(binomial(100, 0.1), 0.05))
+            

+

+              which return 4.82 and 14.63 respectively.
+            

+

+

+          

+

+
+
+
+
+
+
[Tip]Tip

+

+            

+

+              Why bother with complements anyway?
+            

+

+              It's very tempting to dispense with complements, and simply subtract
+              the probability from 1 when required. However, consider what happens
+              when the probability is very close to 1: let's say the probability
+              expressed at float precision is 0.999999940f,
+              then 1 -
+              0.999999940f =
+              5.96046448e-008, but the result
+              is actually accurate to just one single bit: the
+              only bit that didn't cancel out!
+            

+

+              Or to look at this another way: consider that we want the risk of falsely
+              rejecting the null-hypothesis in the Student's t test to be 1 in 1
+              billion, for a sample size of 10,000. This gives a probability of 1
+              - 10-9, which is exactly 1 when calculated at float precision. In this
+              case calculating the quantile from the complement neatly solves the
+              problem, so for example:
+            

+

+              quantile(complement(students_t(10000), 1e-9))
+            

+

+              returns the expected t-statistic 6.00336,
+              where as:
+            

+

+              quantile(students_t(10000), 1-1e-9f)
+            

+

+              raises an overflow error, since it is the same as:
+            

+

+              quantile(students_t(10000), 1)
+            

+

+              Which has no finite result.
+            

+

+              With all distributions, even for more reasonable probability (unless
+              the value of p can be represented exactly in the floating-point type)
+              the loss of accuracy quickly becomes significant if you simply calculate
+              probability from 1 - p (because it will be mostly garbage digits for
+              p ~ 1).
+            

+

+              So always avoid, for example, using a probability near to unity like
+              0.99999
+            

+

+              quantile(my_distribution,
+              0.99999)
+            

+

+              and instead use
+            

+

+              quantile(complement(my_distribution,
+              0.00001))
+            

+

+              since 1 - 0.99999 is not exactly equal to 0.00001 when using floating-point
+              arithmetic.
+            

+

+              This assumes that the 0.00001 value is either a constant, or can be
+              computed by some manner other than subtracting 0.99999 from 1.
+            

+

+            

+

+

+
+
+
+
Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg

+        Distributed under the Boost Software License, Version 1.0. (See accompanying
+        file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
+      

+

+

+

+PrevUpHomeNext
+

+
+
diff --git a/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/overview/generic.html b/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/overview/generic.html
new file mode 100644
index 000000000..caf7a4838
--- /dev/null
+++ b/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/overview/generic.html
@@ -0,0 +1,239 @@
+
+
+
+Generic operations common to all distributions are non-member functions
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
Boost C++ LibrariesHomeLibrariesPeopleFAQMore

+

+

+PrevUpHomeNext
+

+

+

+

+            Want to calculate the PDF (Probability Density Function) of a distribution?
+            No problem, just use:
+          

+
pdf(my_dist, x);  // Returns PDF (density) at point x of distribution my_dist.
+

+

+            Or how about the CDF (Cumulative Distribution Function):
+          

+
cdf(my_dist, x);  // Returns CDF (integral from -infinity to point x)
+                  // of distribution my_dist.
+

+

+            And quantiles are just the same:
+          

+
quantile(my_dist, p);  // Returns the value of the random variable x
+                       // such that cdf(my_dist, x) == p.
+

+

+            If you're wondering why these aren't member functions, it's to make the
+            library more easily extensible: if you want to add additional generic
+            operations - let's say the n'th moment - then all
+            you have to do is add the appropriate non-member functions, overloaded
+            for each implemented distribution type.
+          

+

+
+
+
+
+
+
[Tip]Tip

+

+            

+

+              Random numbers that approximate Quantiles of
+              Distributions
+            

+

+              If you want random numbers that are distributed in a specific way,
+              for example in a uniform, normal or triangular, see Boost.Random.
+            

+

+              Whilst in principal there's nothing to prevent you from using the quantile
+              function to convert a uniformly distributed random number to another
+              distribution, in practice there are much more efficient algorithms
+              available that are specific to random number generation.
+            

+

+

+            For example, the binomial distribution has two parameters: n (the number
+            of trials) and p (the probability of success on one trial).
+          

+

+            The binomial_distribution
+            constructor therefore has two parameters:
+          

+

+            binomial_distribution(RealType
+            n,
+            RealType p);
+          

+

+            For this distribution the random variate is k: the number of successes
+            observed. The probability density/mass function (pdf) is therefore written
+            as f(k; n, p).
+          

+

+
+
+
+
+
+
[Note]Note

+

+            

+

+              Random Variates and Distribution Parameters
+            

+

+              Random variates
+              and distribution
+              parameters are conventionally distinguished (for example in
+              Wikipedia and Wolfram MathWorld by placing a semi-colon (or sometimes
+              vertical bar) after the random variate (whose value you 'choose'),
+              to separate the variate from the parameter(s) that defines the shape
+              of the distribution.
+            

+

+

+            As noted above the non-member function pdf
+            has one parameter for the distribution object, and a second for the random
+            variate. So taking our binomial distribution example, we would write:
+          

+

+            pdf(binomial_distribution<RealType>(n, p), k);
+          

+

+            The ranges of random variate values that are permitted and are supported
+            can be tested by using two functions range
+            and support.
+          

+

+            The distribution (effectively the random variate) is said to be 'supported'
+            over a range that is "the
+            smallest closed set whose complement has probability zero".
+            MathWorld uses the word 'defined' for this range. Non-mathematicians
+            might say it means the 'interesting' smallest range of random variate
+            x that has the cdf going from zero to unity. Outside are uninteresting
+            zones where the pdf is zero, and the cdf zero or unity.
+          

+

+            For most distributions, with probability distribution functions one might
+            describe as 'well-behaved', we have decided that it is most useful for
+            the supported range to exclude random variate values like exact zero
+            if the end point is discontinuous. For
+            example, the Weibull (scale 1, shape 1) distribution smoothly heads for
+            unity as the random variate x declines towards zero. But at x = zero,
+            the value of the pdf is suddenly exactly zero, by definition. If you
+            are plotting the PDF, or otherwise calculating, zero is not the most
+            useful value for the lower limit of supported, as we discovered. So for
+            this, and similar distributions, we have decided it is most numerically
+            useful to use the closest value to zero, min_value, for the limit of
+            the supported range. (The range
+            remains from zero, so you will still get pdf(weibull, 0)
+            == 0).
+            (Exponential and gamma distributions have similarly discontinuous functions).
+          

+

+            Mathematically, the functions may make sense with an (+ or -) infinite
+            value, but except for a few special cases (in the Normal and Cauchy distributions)
+            this implementation limits random variates to finite values from the
+            max to min for the RealType.
+            (See Handling
+            of Floating-Point Infinity for rationale).
+          

+

+
+
+
+
+
+
[Note]Note

+

+            

+

+              Discrete Probability Distributions
+            

+

+              Note that the discrete
+              distributions, including the binomial, negative binomial, Poisson
+              & Bernoulli, are all mathematically defined as discrete functions:
+              that is to say the functions cdf
+              and pdf are only defined
+              for integral values of the random variate.
+            

+

+              However, because the method of calculation often uses continuous functions
+              it is convenient to treat them as if they were continuous functions,
+              and permit non-integral values of their parameters.
+            

+

+              Users wanting to enforce a strict mathematical model may use floor or ceil
+              functions on the random variate prior to calling the distribution function.
+            

+

+              The quantile functions for these distributions are hard to specify
+              in a manner that will satisfy everyone all of the time. The default
+              behaviour is to return an integer result, that has been rounded outwards:
+              that is to say, lower quantiles - where the probablity is less than
+              0.5 are rounded down, while upper quantiles - where the probability
+              is greater than 0.5 - are rounded up. This behaviour ensures that if
+              an X% quantile is requested, then at least the
+              requested coverage will be present in the central region, and no
+              more than the requested coverage will be present in the
+              tails.
+            

+

+              This behaviour can be changed so that the quantile functions are rounded
+              differently, or return a real-valued result using Policies.
+              It is strongly recommended that you read the tutorial Understanding
+              Quantiles of Discrete Distributions before using the quantile
+              function on a discrete distribtion. The reference
+              docs describe how to change the rounding policy for these distributions.
+            

+

+              For similar reasons continuous distributions with parameters like "degrees
+              of freedom" that might appear to be integral, are treated as real
+              values (and are promoted from integer to floating-point if necessary).
+              In this case however, there are a small number of situations where
+              non-integral degrees of freedom do have a genuine meaning.
+            

+

+

+
+
+
+
Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg

+        Distributed under the Boost Software License, Version 1.0. (See accompanying
+        file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
+      

+

+

+

+PrevUpHomeNext
+

+
+
diff --git a/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/overview/headers.html b/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/overview/headers.html
new file mode 100644
index 000000000..e4bf8b8ec
--- /dev/null
+++ b/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/overview/headers.html
@@ -0,0 +1,58 @@
+
+
+
+Headers and Namespaces
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
Boost C++ LibrariesHomeLibrariesPeopleFAQMore

+

+

+PrevUpHomeNext
+

+

+

+

+            All the code in this library is inside namespace boost::math.
+          

+

+            In order to use a distribution my_distribution you
+            will need to include either the header <boost/math/distributions/my_distribution.hpp>
+            or the "include everything" header: <boost/math/distributions.hpp>.
+          

+

+            For example, to use the Students-t distribution include either <boost/math/distributions/students_t.hpp>
+            or <boost/math/distributions.hpp>
+          

+

+
+
+
+
Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg

+        Distributed under the Boost Software License, Version 1.0. (See accompanying
+        file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
+      

+

+

+

+PrevUpHomeNext
+

+
+
diff --git a/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/overview/objects.html b/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/overview/objects.html
new file mode 100644
index 000000000..a1bbd26cd
--- /dev/null
+++ b/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/overview/objects.html
@@ -0,0 +1,130 @@
+
+
+
+Distributions are Objects
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
Boost C++ LibrariesHomeLibrariesPeopleFAQMore

+

+

+PrevUpHomeNext
+

+

+

+

+            Each kind of distribution in this library is a class type - an object.
+          

+

+            Policies provide fine-grained
+            control of the behaviour of these classes, allowing the user to customise
+            behaviour such as how errors are handled, or how the quantiles of discrete
+            distribtions behave.
+          

+

+
+
+
+
+
+
[Tip]Tip

+              If you are familiar with statistics libraries using functions, and
+              'Distributions as Objects' seem alien, see the
+              comparison to other statistics libraries.
+            

+

+            Making distributions class types does two things:
+          

+
    
+
  • 
+              It encapsulates the kind of distribution in the C++ type system; so,
+              for example, Students-t distributions are always a different C++ type
+              from Chi-Squared distributions.
+            
    • 
+
  • 
+              The distribution objects store any parameters associated with the distribution:
+              for example, the Students-t distribution has a degrees of
+              freedom parameter that controls the shape of the distribution.
+              This degrees of freedom parameter has to be provided
+              to the Students-t object when it is constructed.
+            
    • 
+

+

+            Although the distribution classes in this library are templates, there
+            are typedefs on type double that mostly take the
+            usual name of the distribution (except where there is a clash with a
+            function of the same name: beta and gamma, in which case using the default
+            template arguments - RealType
+            = double
+            - is nearly as convenient). Probably 95% of uses are covered by these
+            typedefs:
+          

+
using namespace boost::math;
+
+// Construct a students_t distribution with 4 degrees of freedom:
+students_t d1(4);
+
+// Construct a double-precision beta distribution
+// with parameters a = 10, b = 20
+beta_distribution<> d2(10, 20); // Note: _distribution<> suffix !
+

+

+            If you need to use the distributions with a type other than double, then you can instantiate the template
+            directly: the names of the templates are the same as the double typedef but with _distribution appended, for example:
+            Students
+            t Distribution or Binomial
+            Distribution:
+          

+
// Construct a students_t distribution, of float type,
+// with 4 degrees of freedom:
+students_t_distribution<float> d3(4);
+
+// Construct a binomial distribution, of long double type,
+// with probability of success 0.3
+// and 20 trials in total:
+binomial_distribution<long double> d4(20, 0.3);
+

+

+            The parameters passed to the distributions can be accessed via getter
+            member functions:
+          

+
d1.degrees_of_freedom();  // returns 4.0
+

+

+            This is all well and good, but not very useful so far. What we often
+            want is to be able to calculate the cumulative distribution
+            functions and quantiles etc for these
+            distributions.
+          

+

+
+
+
+
Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg

+        Distributed under the Boost Software License, Version 1.0. (See accompanying
+        file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
+      

+

+

+

+PrevUpHomeNext
+

+
+
diff --git a/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/overview/parameters.html b/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/overview/parameters.html
new file mode 100644
index 000000000..fdcda72fc
--- /dev/null
+++ b/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/overview/parameters.html
@@ -0,0 +1,73 @@
+
+
+
+Parameters can be calculated
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
Boost C++ LibrariesHomeLibrariesPeopleFAQMore

+

+

+PrevUpHomeNext
+

+

+

+

+            Sometimes it's the parameters that define the distribution that you need
+            to find. Suppose, for example, you have conducted a Students-t test for
+            equal means and the result is borderline. Maybe your two samples differ
+            from each other, or maybe they don't; based on the result of the test
+            you can't be sure. A legitimate question to ask then is "How many
+            more measurements would I have to take before I would get an X% probability
+            that the difference is real?" Parameter finders can answer questions
+            like this, and are necessarily different for each distribution. They
+            are implemented as static member functions of the distributions, for
+            example:
+          

+
students_t::find_degrees_of_freedom(
+   1.3,        // difference from true mean to detect
+   0.05,       // maximum risk of falsely rejecting the null-hypothesis.
+   0.1,        // maximum risk of falsely failing to reject the null-hypothesis.
+   0.13);      // sample standard deviation
+

+

+            Returns the number of degrees of freedom required to obtain a 95% probability
+            that the observed differences in means is not down to chance alone. In
+            the case that a borderline Students-t test result was previously obtained,
+            this can be used to estimate how large the sample size would have to
+            become before the observed difference was considered significant. It
+            assumes, of course, that the sample mean and standard deviation are invariant
+            with sample size.
+          

+

+
+
+
+
Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg

+        Distributed under the Boost Software License, Version 1.0. (See accompanying
+        file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
+      

+

+

+

+PrevUpHomeNext
+

+
+
diff --git a/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/overview/summary.html b/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/overview/summary.html
new file mode 100644
index 000000000..8fa0313b0
--- /dev/null
+++ b/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/overview/summary.html
@@ -0,0 +1,74 @@
+
+
+
+Summary
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
Boost C++ LibrariesHomeLibrariesPeopleFAQMore

+

+

+PrevUpHomeNext
+

+

+

+
    
+
  • 
+              Distributions are objects, which are constructed from whatever parameters
+              the distribution may have.
+            
    • 
+
  • 
+              Member functions allow you to retrieve the parameters of a distribution.
+            
    • 
+
  • 
+              Generic non-member functions provide access to the properties that
+              are common to all the distributions (PDF, CDF, quantile etc).
+            
    • 
+
  • 
+              Complements of probabilities are calculated by wrapping the function's
+              arguments in a call to complement(...).
+            
    • 
+
  • 
+              Functions that accept a probability can accept a complement of the
+              probability as well, by wrapping the function's arguments in a call
+              to complement(...).
+            
    • 
+
  • 
+              Static member functions allow the parameters of a distribution to be
+              found from other information.
+            
    • 
+

+

+            Now that you have the basics, the next section looks at some worked examples.
+          

+

+
+
+
+
Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg

+        Distributed under the Boost Software License, Version 1.0. (See accompanying
+        file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
+      

+

+

+

+PrevUpHomeNext
+

+
+
diff --git a/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/variates.html b/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/variates.html
index 31dee2484..4a5566811 100644
--- a/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/variates.html
+++ b/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/variates.html
@@ -3,10 +3,10 @@
 
 Random Variates and Distribution Parameters
 
-
+
 
 
-
+
 
 
 
@@ -20,7 +20,7 @@
 

 

 

-PrevUpHomeNext
+PrevUpHomeNext
 

 

 

@@ -59,8 +59,9 @@
 

 
-

 
Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde

+
Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg

         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       

@@ -68,7 +69,7 @@
 

 

 

-PrevUpHomeNext
+PrevUpHomeNext
 

 
 
diff --git a/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg.html b/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg.html
index d4e196476..637fb6e5a 100644
--- a/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg.html
+++ b/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg.html
@@ -3,10 +3,10 @@
 
 Worked Examples
 
-
+
 
 
-
+
 
 
 
@@ -20,7 +20,7 @@
 

 

 

-PrevUpHomeNext
+PrevUpHomeNext
 

 

 

 
-

 
Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde

+
Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg

         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       

@@ -122,7 +125,7 @@
 

 

 

-PrevUpHomeNext
+PrevUpHomeNext
 

 
 
diff --git a/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/binom_eg.html b/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/binom_eg.html
index 086e761d6..a24505ea1 100644
--- a/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/binom_eg.html
+++ b/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/binom_eg.html
@@ -3,7 +3,7 @@
 
 Binomial Distribution Examples
 
-
+
 
 
 
@@ -45,8 +45,9 @@
 

 
-

 
Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde

+
Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg

         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       

diff --git a/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/binom_eg/binom_conf.html b/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/binom_eg/binom_conf.html
index 26941db05..59d8d011a 100644
--- a/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/binom_eg/binom_conf.html
+++ b/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/binom_eg/binom_conf.html
@@ -3,7 +3,7 @@
 
 Calculating Confidence Limits on the Frequency of Occurrence for a Binomial Distribution
 
-
+
 
 
 
@@ -227,8 +227,9 @@ _______________________________________________________________________
 

 
-

 
Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde

+
Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg

         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       

diff --git a/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/binom_eg/binom_size_eg.html b/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/binom_eg/binom_size_eg.html
index 65f520239..ed90d604b 100644
--- a/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/binom_eg/binom_size_eg.html
+++ b/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/binom_eg/binom_size_eg.html
@@ -3,7 +3,7 @@
 
 Estimating Sample Sizes for a Binomial Distribution.
 
-
+
 
 
 
@@ -143,8 +143,9 @@ ____________________________
 

 
-

 
Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde

+
Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg

         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       

diff --git a/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/binom_eg/binomial_coinflip_example.html b/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/binom_eg/binomial_coinflip_example.html
index f05ef8b2b..93bf05e85 100644
--- a/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/binom_eg/binomial_coinflip_example.html
+++ b/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/binom_eg/binomial_coinflip_example.html
@@ -3,7 +3,7 @@
 
 Binomial Coin-Flipping Example
 
-
+
 
 
 
@@ -391,8 +391,9 @@ Probability of getting upto (<) heads
 

 
-

 
Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde

+
Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg

         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       

diff --git a/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/binom_eg/binomial_quiz_example.html b/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/binom_eg/binomial_quiz_example.html
index 26665c391..a2bb20c97 100644
--- a/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/binom_eg/binomial_quiz_example.html
+++ b/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/binom_eg/binomial_quiz_example.html
@@ -3,7 +3,7 @@
 
 Binomial Quiz Example
 
-
+
 
 
 
@@ -256,7 +256,7 @@ Probability of getting exactly 11 answers right by chance is 2.32831e-010
               

 

                 But this should be resisted in favor of using the complement function.
-                Why complements?
+                Why complements?
               

 

               

@@ -497,7 +497,7 @@ Probability of getting between 4 and 4 answers right by guessing is 0.2252
               
               

 

-
+
                 Using
                 Binomial distribution moments
               

@@ -534,7 +534,7 @@ Skewness is 0.2887
               
               

 

-
+
                 Quantiles
               

 

@@ -726,8 +726,9 @@ If guessing then percentiles 1 to 99% will get 0 to 7.788 right.
 

 
-

 
Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde

+
Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg

         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       

diff --git a/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/c_sharp.html b/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/c_sharp.html
new file mode 100644
index 000000000..8b36f51c0
--- /dev/null
+++ b/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/c_sharp.html
@@ -0,0 +1,58 @@
+
+
+
+Using the Distributions from Within C#
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
Boost C++ LibrariesHomeLibrariesPeopleFAQMore

+

+

+PrevUpHomeNext
+

+

+

+

+            The distributions in this library can be used from the C# programming
+            language when they are built using Microsofts Common Language Runtime
+            option.
+          

+

+            An example of this kind of usage is given in the distribution_explorer
+            example: see boost-root/libs/math/dot_net_example
+            for the source code: the application consists of a C++ dll that contains
+            the actual distributions, and a C# GUI that allows you to explore their
+            properties.
+          

+

+
+
+
+
Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg

+        Distributed under the Boost Software License, Version 1.0. (See accompanying
+        file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
+      

+

+

+

+PrevUpHomeNext
+

+
+
diff --git a/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/cs_eg.html b/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/cs_eg.html
index 1a2573567..6c266b6ab 100644
--- a/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/cs_eg.html
+++ b/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/cs_eg.html
@@ -3,7 +3,7 @@
 
 Chi Squared Distribution Examples
 
-
+
 
 
 
@@ -39,8 +39,9 @@
 

 
-

 
Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde

+
Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg

         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       

diff --git a/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/cs_eg/chi_sq_intervals.html b/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/cs_eg/chi_sq_intervals.html
index 94472b6a5..e774b21fb 100644
--- a/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/cs_eg/chi_sq_intervals.html
+++ b/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/cs_eg/chi_sq_intervals.html
@@ -3,7 +3,7 @@
 
 Confidence Intervals on the Standard Deviation
 
-
+
 
 
 
@@ -139,7 +139,7 @@ _____________________________________________
               is between 0.00551 and 0.00729.
             

 

-
+
               Confidence
               intervals as a function of the number of observations
             

@@ -220,8 +220,9 @@ ________________________________________
 

 
-

 
Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde

+
Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg

         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       

diff --git a/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/cs_eg/chi_sq_size.html b/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/cs_eg/chi_sq_size.html
index 8b8cdee22..fc04c2ab7 100644
--- a/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/cs_eg/chi_sq_size.html
+++ b/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/cs_eg/chi_sq_size.html
@@ -3,7 +3,7 @@
 
 Estimating the Required Sample Sizes for a Chi-Square Test for the Standard Deviation
 
-
+
 
 
 
@@ -166,8 +166,9 @@ _______________________________________________________________
 

 
-

 
Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde

+
Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg

         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       

diff --git a/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/cs_eg/chi_sq_test.html b/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/cs_eg/chi_sq_test.html
index dc7f4f25f..30032ebfe 100644
--- a/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/cs_eg/chi_sq_test.html
+++ b/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/cs_eg/chi_sq_test.html
@@ -3,7 +3,7 @@
 
 Chi-Square Test for the Standard Deviation
 
-
+
 
 
 
@@ -280,8 +280,9 @@ Standard Deviation  > 10.000            ACCEPTED
 

 
-

 
Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde

+
Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg

         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       

diff --git a/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/dist_construct_eg.html b/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/dist_construct_eg.html
index f13d43c24..755ab2d0e 100644
--- a/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/dist_construct_eg.html
+++ b/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/dist_construct_eg.html
@@ -3,7 +3,7 @@
 
 Distribution Construction Example
 
-
+
 
 
 
@@ -332,7 +332,7 @@ error C3861: 'mybetad0': identifier not found
             
             

 

-
+
               Default
               arguments to distribution constructors.
             

@@ -396,8 +396,9 @@ error C3861: 'mybetad0': identifier not found
 

 
-

 
Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde

+
Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg

         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       

diff --git a/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/error_eg.html b/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/error_eg.html
index 2cae0cb17..0d1b82c16 100644
--- a/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/error_eg.html
+++ b/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/error_eg.html
@@ -3,7 +3,7 @@
 
 Error Handling Example
 
-
+
 
 
 
@@ -250,8 +250,9 @@ errno is set to: 33
 

 
-

 
Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde

+
Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg

         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       

diff --git a/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/f_eg.html b/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/f_eg.html
index 322fc8fb7..9af39c3b9 100644
--- a/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/f_eg.html
+++ b/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/f_eg.html
@@ -3,7 +3,7 @@
 
 F Distribution Examples
 
-
+
 
 
 
@@ -315,8 +315,9 @@ Standard deviation 1 is greater than standard deviation 2 ACCEPTED
 

 
-

 
Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde

+
Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg

         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       

diff --git a/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/find_eg.html b/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/find_eg.html
index bef815b73..64116cc60 100644
--- a/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/find_eg.html
+++ b/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/find_eg.html
@@ -3,7 +3,7 @@
 
 Find Location and Scale Examples
 
-
+
 
 
 
@@ -38,8 +38,9 @@
 

 
-

 
Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde

+
Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg

         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       

diff --git a/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/find_eg/find_location_eg.html b/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/find_eg/find_location_eg.html
index 513d469ca..436a50645 100644
--- a/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/find_eg/find_location_eg.html
+++ b/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/find_eg/find_location_eg.html
@@ -3,7 +3,7 @@
 
 Find Location (Mean) Example
 
-
+
 
 
 
@@ -43,8 +43,10 @@
 #include <boost/math/distributions/cauchy.hpp> // for cauchy_distribution
   using boost::math::cauchy; // typedef provides default type is double.
 #include <boost/math/distributions/find_location.hpp>
-  using boost::math::find_location;
-  using boost::math::complement; // Needed if you want to use the complement version.
+  using boost::math::find_location; // for mean
+#include <boost/math/distributions/find_scale.hpp>
+  using boost::math::find_scale; // for standard devation
+  using boost::math::complement; // Needed if you want to use the complement version.
   using boost::math::policies::policy;
 
 #include <iostream>
@@ -175,7 +177,7 @@ Normal distribution with mean = 1.09023 has fraction > -2, p = 0.999
               
               

 

-
+
                 Controlling
                 Error Handling from find_location
               

@@ -228,7 +230,7 @@ Normal distribution with mean = 1.09023 has fraction > -2, p = 0.999
 

                 If we want to use a probability that is the complement
                 of our probability, we should not even think of writing find_location<normal>(z, 1 - p, sd),
-                but, to avoid loss of accuracy,
+                but, to avoid loss of accuracy,
                 use the complement version.
               

 

@@ -266,8 +268,9 @@ Normal distribution with mean = 0.355146 has fraction > 2 = 0.05
 

 
-

 
Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde

+
Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg

         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       

diff --git a/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/find_eg/find_mean_and_sd_eg.html b/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/find_eg/find_mean_and_sd_eg.html
index 49856e48d..fbacaba8c 100644
--- a/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/find_eg/find_mean_and_sd_eg.html
+++ b/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/find_eg/find_mean_and_sd_eg.html
@@ -3,7 +3,7 @@
 
 Find mean and standard deviation example
 
-
+
 
 
 
@@ -62,7 +62,7 @@
               
               

 

-
+
                 Using
                 find_location and find_scale to meet dispensing and measurement specifications
               

@@ -246,7 +246,7 @@
               
               

 

-
+
                 Using
                 Cauchy-Lorentz instead of normal distribution
               

@@ -397,7 +397,7 @@
               
               

 

-
+
                 Changing
                 the scale or standard deviation
               

@@ -629,7 +629,7 @@
 

               

 

-                But notice that using '1 - over_fraction' - will lead to a loss of accuracy, especially if over_fraction
+                But notice that using '1 - over_fraction' - will lead to a loss of accuracy, especially if over_fraction
                 was close to unity. In this (very common) case, we should
                 instead use the complements, giving
                 the most accurate result.
@@ -711,8 +711,9 @@
 

 
-

 
Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde

+
Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg

         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       

diff --git a/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/find_eg/find_scale_eg.html b/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/find_eg/find_scale_eg.html
index 9bfed5ed7..ebd85f9e9 100644
--- a/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/find_eg/find_scale_eg.html
+++ b/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/find_eg/find_scale_eg.html
@@ -3,7 +3,7 @@
 
 Find Scale (Standard Deviation) Example
 
-
+
 
 
 
@@ -179,7 +179,7 @@ Normal distribution with mean = 0 has fraction > -2, p = 0.999
               
               

 

-
+
                 Controlling
                 how Errors from find_scale are handled
               

@@ -234,7 +234,7 @@ Normal distribution with mean = 0 has fraction > -2, p = 0.999
                 If we want to express a probability, say 0.999, that is a complement,
                 1 -
                 p we should not even think
-                of writing find_scale<normal>(z, 1 - p, l), but instead,
+                of writing find_scale<normal>(z, 1 - p, l), but instead,
                 use the complements version.
               

 

@@ -291,8 +291,9 @@ Normal distribution with mean = 0.946339 has fraction > -2 = 0.999
 

 
-

 
Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde

+
Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg

         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       

diff --git a/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/nag_library.html b/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/nag_library.html
index 74fb5d22a..daf217701 100644
--- a/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/nag_library.html
+++ b/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/nag_library.html
@@ -3,11 +3,11 @@
 
 Comparison with C, R, FORTRAN-style Free Functions
 
-
+
 
 
 
-
+
 
 
 
@@ -20,7 +20,7 @@
 

 

 

-PrevUpHomeNext
+PrevUpHomeNext
 

 

 

@@ -99,8 +99,9 @@
 

 
-

 
Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde

+
Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg

         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       

@@ -108,7 +109,7 @@
 

 

 

-PrevUpHomeNext
+PrevUpHomeNext
 

 
 
diff --git a/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/nccs_eg.html b/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/nccs_eg.html
index c7d493ae0..7ba54b3e2 100644
--- a/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/nccs_eg.html
+++ b/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/nccs_eg.html
@@ -3,7 +3,7 @@
 
 Non Central Chi Squared Example
 
-
+
 
 
 
@@ -36,8 +36,9 @@
 

 
-

 
Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde

+
Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg

         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       

diff --git a/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/nccs_eg/nccs_power_eg.html b/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/nccs_eg/nccs_power_eg.html
index 413e9b4b9..53cb75b7c 100644
--- a/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/nccs_eg/nccs_power_eg.html
+++ b/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/nccs_eg/nccs_power_eg.html
@@ -3,7 +3,7 @@
 
 Tables of the power function of the χ2 test.
 
-
+
 
 
 
@@ -1327,8 +1327,9 @@ test at the 5%
 

 
-

 
Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde

+
Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg

         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       

diff --git a/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/neg_binom_eg.html b/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/neg_binom_eg.html
index 43c2f03d1..40e2c71c0 100644
--- a/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/neg_binom_eg.html
+++ b/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/neg_binom_eg.html
@@ -3,7 +3,7 @@
 
 Negative Binomial Distribution Examples
 
-
+
 
 
 
@@ -45,8 +45,9 @@
 

 
-

 
Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde

+
Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg

         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       

diff --git a/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/neg_binom_eg/neg_binom_conf.html b/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/neg_binom_eg/neg_binom_conf.html
index 678c5086a..62b11e56d 100644
--- a/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/neg_binom_eg/neg_binom_conf.html
+++ b/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/neg_binom_eg/neg_binom_conf.html
@@ -3,7 +3,7 @@
 
 Calculating Confidence Limits on the Frequency of Occurrence for the Negative Binomial Distribution
 
-
+
 
 
 
@@ -251,8 +251,9 @@ ___________________________________________
 

 
-

 
Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde

+
Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg

         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       

diff --git a/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/neg_binom_eg/neg_binom_size_eg.html b/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/neg_binom_eg/neg_binom_size_eg.html
index 98a6ec100..38736f90c 100644
--- a/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/neg_binom_eg/neg_binom_size_eg.html
+++ b/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/neg_binom_eg/neg_binom_size_eg.html
@@ -3,7 +3,7 @@
 
 Estimating Sample Sizes for the Negative Binomial.
 
-
+
 
 
 
@@ -233,8 +233,9 @@ ____________________________
 

 
-

 
Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde

+
Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg

         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       

diff --git a/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/neg_binom_eg/negative_binomial_example1.html b/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/neg_binom_eg/negative_binomial_example1.html
index 250961296..a90ed77bc 100644
--- a/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/neg_binom_eg/negative_binomial_example1.html
+++ b/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/neg_binom_eg/negative_binomial_example1.html
@@ -3,7 +3,7 @@
 
 Negative Binomial Sales Quota Example.
 
-
+
 
 
 
@@ -494,7 +494,7 @@ on or before the 30th house is 0.99849
                 - cdf(nb, all_houses
                 - sales_quota)` But using this expression may cause
                 serious inaccuracy. So it would be much better to use the complement
-                of the cdf. Why complements?
+                of the cdf. Why complements?
               

 

               

@@ -791,8 +791,9 @@ If confidence of meeting quota is 0.95, then finishing house is 21
 

 
-

 
Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde

+
Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg

         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       

diff --git a/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/neg_binom_eg/negative_binomial_example2.html b/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/neg_binom_eg/negative_binomial_example2.html
index b6cff0338..8d9c9d2e4 100644
--- a/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/neg_binom_eg/negative_binomial_example2.html
+++ b/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/neg_binom_eg/negative_binomial_example2.html
@@ -3,7 +3,7 @@
 
 Negative Binomial Table Printing Example.
 
-
+
 
 
 
@@ -135,8 +135,9 @@
 

 
-

 
Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde

+
Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg

         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       

diff --git a/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/normal_example.html b/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/normal_example.html
index a46e51c00..af8cff2f1 100644
--- a/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/normal_example.html
+++ b/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/normal_example.html
@@ -3,7 +3,7 @@
 
 Normal Distribution Examples
 
-
+
 
 
 
@@ -36,8 +36,9 @@
 

 
-

 
Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde

+
Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg

         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       

diff --git a/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/normal_example/normal_misc.html b/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/normal_example/normal_misc.html
index c7ca04f8b..cfee70d42 100644
--- a/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/normal_example/normal_misc.html
+++ b/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/normal_example/normal_misc.html
@@ -3,7 +3,7 @@
 
 Some Miscellaneous Examples of the Normal (Gaussian) Distribution
 
-
+
 
 
 
@@ -32,7 +32,7 @@
               illustrates their use.
             

 

-
+
               Traditional
               Tables
             

@@ -278,7 +278,7 @@
 

             

 

-
+
               Standard
               deviations either side of the Mean
             

@@ -346,12 +346,12 @@ Fraction 3 standard deviations within either side of mean is 0.997300203936740
 

             

 

-
+
               Some
               simple examples
             

 

-
+
               Life
               of light bulbs
             

@@ -435,7 +435,7 @@ Fraction 3 standard deviations within either side of mean is 0.997300203936740
 

             

 

-
+
               How
               many onions?
             

@@ -494,7 +494,7 @@ Fraction 3 standard deviations within either side of mean is 0.997300203936740
 

             

 

-
+
               Packing
               beef
             

@@ -703,7 +703,7 @@ Fraction 3 standard deviations within either side of mean is 0.997300203936740
 

             

 

-
+
               Length
               of bolts
             

@@ -744,8 +744,9 @@ Fraction 3 standard deviations within either side of mean is 0.997300203936740
 

 
-

 
Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde

+
Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg

         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       

diff --git a/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/st_eg.html b/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/st_eg.html
index a842ff547..84fc868f2 100644
--- a/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/st_eg.html
+++ b/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/st_eg.html
@@ -3,7 +3,7 @@
 
 Student's t Distribution Examples
 
-
+
 
 
 
@@ -43,8 +43,9 @@
 

 
-

 
Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde

+
Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg

         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       

diff --git a/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/st_eg/paired_st.html b/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/st_eg/paired_st.html
index c6e8e9db7..50fec61c6 100644
--- a/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/st_eg/paired_st.html
+++ b/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/st_eg/paired_st.html
@@ -3,7 +3,7 @@
 
 Comparing two paired samples with the Student's t distribution
 
-
+
 
 
 
@@ -64,8 +64,9 @@
 

 
-

 
Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde

+
Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg

         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       

diff --git a/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/st_eg/tut_mean_intervals.html b/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/st_eg/tut_mean_intervals.html
index 012bdf772..664ab226a 100644
--- a/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/st_eg/tut_mean_intervals.html
+++ b/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/st_eg/tut_mean_intervals.html
@@ -3,7 +3,7 @@
 
 Calculating confidence intervals on the mean with the Students-t distribution
 
-
+
 
 
 
@@ -253,8 +253,9 @@
 

 
-

 
Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde

+
Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg

         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       

diff --git a/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/st_eg/tut_mean_size.html b/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/st_eg/tut_mean_size.html
index 41fd01f14..7d9c1fcf5 100644
--- a/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/st_eg/tut_mean_size.html
+++ b/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/st_eg/tut_mean_size.html
@@ -3,7 +3,7 @@
 
 Estimating how large a sample size would have to become in order to give a significant Students-t test result with a single sample test
 
-
+
 
 
 
@@ -148,14 +148,13 @@ Confidence       Estimated          Estimated
  Value (%)      Sample Size        Sample Size
               (one sided test)    (two sided test)
 _______________________________________________________________
-    50.000               2               3
-    75.000               4               5
-    90.000               8              10
-    95.000              12              14
-    99.000              21              23
-    99.900              36              38
-    99.990              51              54
-    99.999              67              69
+    75.000               3               4
+    90.000               7               9
+    95.000              11              13
+    99.000              20              22
+    99.900              35              37
+    99.990              50              53
+    99.999              66              68
 
 

               So in this case, many more measurements would have had to be made,
@@ -165,8 +164,9 @@ _______________________________________________________________
 

 
-

 
Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde

+
Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg

         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       

diff --git a/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/st_eg/tut_mean_test.html b/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/st_eg/tut_mean_test.html
index 4bfa34a4b..3821518b2 100644
--- a/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/st_eg/tut_mean_test.html
+++ b/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/st_eg/tut_mean_test.html
@@ -3,7 +3,7 @@
 
 Testing a sample mean for difference from a "true" mean
 
-
+
 
 
 
@@ -319,8 +319,9 @@ Mean  > 38.900            REJECTED
 

 
-

 
Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde

+
Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg

         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       

diff --git a/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/st_eg/two_sample_students_t.html b/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/st_eg/two_sample_students_t.html
index 7c484a139..dc92b9acb 100644
--- a/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/st_eg/two_sample_students_t.html
+++ b/doc/sf_and_dist/html/math_toolkit/dist/stat_tut/weg/st_eg/two_sample_students_t.html
@@ -3,7 +3,7 @@
 
 Comparing the means of two samples with the Students-t test
 
-
+
 
 
 
@@ -343,8 +343,9 @@
 

 
-

 
Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde

+
Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg

         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       

diff --git a/doc/sf_and_dist/html/math_toolkit/extern_c.html b/doc/sf_and_dist/html/math_toolkit/extern_c.html
new file mode 100644
index 000000000..13c7ae78d
--- /dev/null
+++ b/doc/sf_and_dist/html/math_toolkit/extern_c.html
@@ -0,0 +1,52 @@
+
+
+
+TR1 and C99 external "C" Functions
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
Boost C++ LibrariesHomeLibrariesPeopleFAQMore

+

+

+PrevUpHomeNext
+

+

+

+

+
 C99 and TR1 C Functions Overview

+
 C99 C Functions

+
 TR1 C Functions Quick
+      Reference

+

+

+
+
+
+
Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg

+        Distributed under the Boost Software License, Version 1.0. (See accompanying
+        file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
+      

+

+

+

+PrevUpHomeNext
+

+
+
diff --git a/doc/sf_and_dist/html/math_toolkit/extern_c/c99.html b/doc/sf_and_dist/html/math_toolkit/extern_c/c99.html
new file mode 100644
index 000000000..e4d61492f
--- /dev/null
+++ b/doc/sf_and_dist/html/math_toolkit/extern_c/c99.html
@@ -0,0 +1,477 @@
+
+
+
+C99 C Functions
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
Boost C++ LibrariesHomeLibrariesPeopleFAQMore

+

+

+PrevUpHomeNext
+

+

+

+

+
+        Supported
+        C99 Functions
+      

+
namespace boost{ namespace math{ namespace tr1{ extern "C"{
+
+typedef unspecified float_t;
+typedef unspecified double_t;
+
+double acosh(double x);
+float acoshf(float x);
+long double acoshl(long double x);
+
+double asinh(double x);
+float asinhf(float x);
+long double asinhl(long double x);
+
+double atanh(double x);
+float atanhf(float x);
+long double atanhl(long double x);
+
+double cbrt(double x);
+float cbrtf(float x);
+long double cbrtl(long double x);
+
+double copysign(double x, double y);
+float copysignf(float x, float y);
+long double copysignl(long double x, long double y);
+
+double erf(double x);
+float erff(float x);
+long double erfl(long double x);
+
+double erfc(double x);
+float erfcf(float x);
+long double erfcl(long double x);
+
+double expm1(double x);
+float expm1f(float x);
+long double expm1l(long double x);
+
+double fmax(double x, double y);
+float fmaxf(float x, float y);
+long double fmaxl(long double x, long double y);
+
+double fmin(double x, double y);
+float fminf(float x, float y);
+long double fminl(long double x, long double y);
+
+double hypot(double x, double y);
+float hypotf(float x, float y);
+long double hypotl(long double x, long double y);
+
+double lgamma(double x);
+float lgammaf(float x);
+long double lgammal(long double x);
+
+long long llround(double x);
+long long llroundf(float x);
+long long llroundl(long double x);
+
+double log1p(double x);
+float log1pf(float x);
+long double log1pl(long double x);
+
+long lround(double x);
+long lroundf(float x);
+long lroundl(long double x);
+
+double nextafter(double x, double y);
+float nextafterf(float x, float y);
+long double nextafterl(long double x, long double y);
+
+double nexttoward(double x, long double y);
+float nexttowardf(float x, long double y);
+long double nexttowardl(long double x, long double y);
+
+double round(double x);
+float roundf(float x);
+long double roundl(long double x);
+
+double tgamma(double x);
+float tgammaf(float x);
+long double tgammal(long double x);
+
+double trunc(double x);
+float truncf(float x);
+long double truncl(long double x);
+
+}}}} // namespaces
+

+

+        In addition sufficient additional overloads of the double
+        versions of the above functions are provided, so that calling the function
+        with any mixture of float,
+        double, long
+        double, or integer
+        arguments is supported, with the return type determined by the result
+        type calculation rules.
+      

+

+        For example:
+      

+
acoshf(2.0f);  // float version, returns float.
+acosh(2.0f);   // also calls the float version and returns float.
+acosh(2.0);    // double version, returns double.
+acoshl(2.0L);  // long double version, returns a long double.
+acosh(2.0L);   // also calls the long double version.
+acosh(2);      // integer argument is treated as a double, returns double.
+

+

+
+        Quick Reference
+      

+

+        More detailed descriptions of these functions are available in the C99 standard.
+      

+
typedef unspecified float_t;
+typedef unspecified double_t;
+

+

+        In this implementation float_t
+        is the same as type float, and
+        double_t the same as type
+        double unless the preprocessor
+        symbol FLT_EVAL_METHOD is defined, in which case these are set as follows:
+      

+

+++++
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+






+              

+                FLT_EVAL_METHOD
+              

+              		
+              

+                float_t
+              

+              		
+              

+                double_t
+              

+              

+              

+                0
+              

+              		
+              

+                float
+              

+              		
+              

+                double
+              

+              

+              

+                1
+              

+              		
+              

+                double
+              

+              		
+              

+                double
+              

+              

+              

+                2
+              

+              		
+              

+                long double
+              

+              		
+              

+                long double
+              

+              

+
double acosh(double x);
+float acoshf(float x);
+long double acoshl(long double x);
+

+

+        Returns the inverse hyperbolic cosine of x.
+      

+

+        See also acosh
+        for the full template (header only) version of this function.
+      

+
double asinh(double x);
+float asinhf(float x);
+long double asinhl(long double x);
+

+

+        Returns the inverse hyperbolic sine of x.
+      

+

+        See also asinh
+        for the full template (header only) version of this function.
+      

+
double atanh(double x);
+float atanhf(float x);
+long double atanhl(long double x);
+

+

+        Returns the inverse hyperbolic tangent of x.
+      

+

+        See also atanh
+        for the full template (header only) version of this function.
+      

+
double cbrt(double x);
+float cbrtf(float x);
+long double cbrtl(long double x);
+

+

+        Returns the cubed root of x.
+      

+

+        See also cbrt for
+        the full template (header only) version of this function.
+      

+
double copysign(double x, double y);
+float copysignf(float x, float y);
+long double copysignl(long double x, long double y);
+

+

+        Returns a value with the magnitude of x and the sign
+        of y.
+      

+
double erf(double x);
+float erff(float x);
+long double erfl(long double x);
+

+

+        Returns the error function of x:
+      

+

+        
+      

+

+        See also erf
+        for the full template (header only) version of this function.
+      

+
double erfc(double x);
+float erfcf(float x);
+long double erfcl(long double x);
+

+

+        Returns the complementary error function of x 1-erf(x)
+        without the loss of precision implied by the subtraction.
+      

+

+        See also erfc
+        for the full template (header only) version of this function.
+      

+
double expm1(double x);
+float expm1f(float x);
+long double expm1l(long double x);
+

+

+        Returns exp(x)-1
+        without the loss of precision implied by the subtraction.
+      

+

+        See also expm1 for
+        the full template (header only) version of this function.
+      

+
double fmax(double x, double y);
+float fmaxf(float x, float y);
+long double fmaxl(long double x, long double y);
+

+

+        Returns the larger (most positive) of x and y.
+      

+
double fmin(double x, double y);
+float fminf(float x, float y);
+long double fminl(long double x, long double y);
+

+

+        Returns the smaller (most negative) of x and y.
+      

+
double hypot(double x, double y);
+float hypotf(float x, float y);
+long double hypotl(long double x, long double y);
+

+

+        Returns sqrt(x*x
+        + y*y)
+        without the danger of numeric overflow implied by that formulation.
+      

+

+        See also hypot for
+        the full template (header only) version of this function.
+      

+
double lgamma(double x);
+float lgammaf(float x);
+long double lgammal(long double x);
+

+

+        Returns the log of the gamma function of x.
+      

+

+        
+      

+

+        See also lgamma
+        for the full template (header only) version of this function.
+      

+
long long llround(double x);
+long long llroundf(float x);
+long long llroundl(long double x);
+

+

+        Returns the value x rounded to the nearest integer as
+        a long long:
+        equivalent to floor(x + 0.5)
+      

+

+        See also round for
+        the full template (header only) version of this function.
+      

+
double log1p(double x);
+float log1pf(float x);
+long double log1pl(long double x);
+

+

+        Returns the log(x+1) without the loss of precision implied by
+        that formulation.
+      

+

+        See also log1p for
+        the full template (header only) version of this function.
+      

+
long lround(double x);
+long lroundf(float x);
+long lroundl(long double x);
+

+

+        Returns the value x rounded to the nearest integer as
+        a long: equivalent to floor(x + 0.5)
+      

+

+        See also round for
+        the full template (header only) version of this function.
+      

+
double nextafter(double x, double y);
+float nextafterf(float x, float y);
+long double nextafterl(long double x, long double y);
+

+

+        Returns the next representable floating point number after x
+        in the direction of y, or x if
+        x ==
+        y.
+      

+
double nexttoward(double x, long double y);
+float nexttowardf(float x, long double y);
+long double nexttowardl(long double x, long double y);
+

+

+        As nextafter, but with y
+        always expressed as a long double.
+      

+
double round(double x);
+float roundf(float x);
+long double roundl(long double x);
+

+

+        Returns the value x rounded to the nearest integer:
+        equivalent to floor(x + 0.5)
+      

+

+        See also round for
+        the full template (header only) version of this function.
+      

+
double tgamma(double x);
+float tgammaf(float x);
+long double tgammal(long double x);
+

+

+        Returns the gamma function of x:
+      

+

+        
+      

+

+        See also tgamma
+        for the full template (header only) version of this function.
+      

+
double trunc(double x);
+float truncf(float x);
+long double truncl(long double x);
+

+

+        Returns x truncated to the nearest integer.
+      

+

+        See also trunc for
+        the full template (header only) version of this function.
+      

+

+        See also C99
+        ISO Standard
+      

+

+
+
+
+
Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg

+        Distributed under the Boost Software License, Version 1.0. (See accompanying
+        file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
+      

+

+

+

+PrevUpHomeNext
+

+
+
diff --git a/doc/sf_and_dist/html/math_toolkit/extern_c/tr1.html b/doc/sf_and_dist/html/math_toolkit/extern_c/tr1.html
new file mode 100644
index 000000000..7f4ec6a4c
--- /dev/null
+++ b/doc/sf_and_dist/html/math_toolkit/extern_c/tr1.html
@@ -0,0 +1,689 @@
+
+
+
+C99 and TR1 C Functions Overview
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
Boost C++ LibrariesHomeLibrariesPeopleFAQMore

+

+

+PrevUpHomeNext
+

+

+

+

+        

+

+          Many of the special functions included in this library are also a part
+          of the either the C99
+          Standard ISO/IEC 9899:1999 or the Technical
+          Report on C++ Library Extensions. Therefore this library includes
+          a thin wrapper header boost/math/tr1.hpp
+          that provides compatibility with these two standards.
+        

+

+        

+

+          There are various pros and cons to using the library in this way:
+        

+

+        

+

+          Pros:
+        

+

+        

+
    
+
  • 
+            The header to include is lightweight (i.e. fast to compile).
+          
    • 
+
  • 
+            The functions have extern "C" linkage, and so are usable from
+            other languages (not just C and C++).
+          
    • 
+
  • 
+            C99 and C++ TR1 Standard compatibility.
+          
    • 
+

+

+        

+

+          Cons:
+        

+

+        

+
    
+
  • 
+            You will need to compile and link to the external Boost.Math libraries.
+          
    • 
+
  • 
+            Limited to support for the types, float,
+            double and long double.
+          
    • 
+
  • 
+            Error handling is handled via setting ::errno and returning NaN's and
+            infinities: this may be less flexible than an C++ exception based approach.
+          
    • 
+

+

+        

+

+
+
+
+
+
+
[Note]Note

+            The separate libraries are required only
+            if you choose to use boost/math/tr1.hpp rather than some other Boost.Math
+            header, the rest of Boost.Math remains header-only.
+          

+

+        

+

+          The separate libraries required in order to use tr1.hpp can be compiled
+          using bjam from within the libs/math/build directory, or from the Boost
+          root directory using the usual Boost-wide install procedure. Alternatively
+          the source files are located in libs/math/src and each have the same name
+          as the function they implement. The various libraries are named as follows:
+        

+

+        

+

+++++
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+






+                

+                  Name
+                

+                		
+                

+                  Type
+                

+                		
+                

+                  Functions
+                

+                

+                

+                  boost_math_c99f-<suffix>
+                

+                		
+                

+                  float
+                

+                		
+                

+                  C99 Functions
+                

+                

+                

+                  boost_math_c99-<suffix>
+                

+                		
+                

+                  double
+                

+                		
+                

+                  C99 Functions
+                

+                

+                

+                  boost_math_c99l-<suffix>
+                

+                		
+                

+                  long double
+                

+                		
+                

+                  C99 Functions
+                

+                

+                

+                  boost_math_tr1f-<suffix>
+                

+                		
+                

+                  float
+                

+                		
+                

+                  TR1 Functions
+                

+                

+                

+                  boost_math_tr1-<suffix>
+                

+                		
+                

+                  double
+                

+                		
+                

+                  TR1 Functions
+                

+                

+                

+                  boost_math_tr1l-<suffix>
+                

+                		
+                

+                  long double
+                

+                		
+                

+                  TR1 Functions
+                

+                

+

+        

+

+          Where <suffix> encodes the compiler and build options
+          used to build the libraries: for example "libboost_math_tr1-vc80-mt-gd.lib"
+          would be the statically linked TR1 library to use with Visual C++ 8.0,
+          in multithreading debug mode, with the DLL VC++ runtime, where as "boost_math_tr1-vc80-mt.lib"
+          would be import library for the TR1 DLL to be used with Visual C++ 8.0
+          with the release multithreaded DLL VC++ runtime. Refer to the getting started
+          guide for a full
+          explanation of the <suffix> meanings.
+        

+

+        

+

+
+
+
+
+
+
[Note]Note

+

+            Visual C++ users will typically have the correct library variant to link
+            against selected for them by boost/math/tr1.hpp based on your compiler
+            settings.
+          

+

+            Users will need to define BOOST_MATH_TR1_DYN_LINK when building their
+            code if they want to link against the DLL versions of these libraries
+            rather than the static versions.
+          

+

+            Users can disable auto-linking by defining BOOST_MATH_TR1_NO_LIB when
+            building: this is typically only used when linking against a customised
+            build of the libraries.
+          

+

+

+        

+

+
+
+
+
+
+
[Note]Note

+            Linux and Unix users will generally only have one variant of these libraries
+            installed, and can generally just link against -lboost_math_tr1 etc.
+          

+

+        
+        

+

+
+          Usage Recomendations
+        

+

+        

+

+          This library now presents the user with a choice:
+        

+

+        

+
    
+
  • 
+            To include the header only versions of the functions and have an easier
+            time linking, but a longer compile time.
+          
    • 
+
  • 
+            To include the TR1 headers and link against an external library.
+          
    • 
+

+

+        

+

+          Which option you choose depends largely on how you prefer to work and how
+          your system is set up.
+        

+

+        

+

+          For example a casual user who just needs the acosh function, would probably
+          be better off including <boost/math/special_functions/acosh.hpp>
+          and using boost::math::acosh(x) in
+          their code.
+        

+

+        

+

+          However, for large scale software development where compile times are significant,
+          and where the Boost libraries are already built and installed on the system,
+          then including <boost/math/tr1.hpp> and using boost::math::tr1::acosh(x)
+          will speed up compile times, reduce object files sizes (since there are
+          no templates being instantiated any more), and also speed up debugging
+          runtimes - since the externally compiled libraries can be compiler optimised,
+          rather than built using full settings - the difference in performance between
+          release and debug builds
+          can be as much as 20 times, so for complex applications this can
+          be a big win.
+        

+

+        
+        

+

+
+          Supported
+          C99 Functions
+        

+

+        

+

+          See also the quick reference
+          guide for these functions.
+        

+

+        
+

+
namespace boost{ namespace math{ namespace tr1{ extern "C"{
+
+typedef unspecified float_t;
+typedef unspecified double_t;
+
+double acosh(double x);
+float acoshf(float x);
+long double acoshl(long double x);
+
+double asinh(double x);
+float asinhf(float x);
+long double asinhl(long double x);
+
+double atanh(double x);
+float atanhf(float x);
+long double atanhl(long double x);
+
+double cbrt(double x);
+float cbrtf(float x);
+long double cbrtl(long double x);
+
+double copysign(double x, double y);
+float copysignf(float x, float y);
+long double copysignl(long double x, long double y);
+
+double erf(double x);
+float erff(float x);
+long double erfl(long double x);
+
+double erfc(double x);
+float erfcf(float x);
+long double erfcl(long double x);
+
+double expm1(double x);
+float expm1f(float x);
+long double expm1l(long double x);
+
+double fmax(double x, double y);
+float fmaxf(float x, float y);
+long double fmaxl(long double x, long double y);
+
+double fmin(double x, double y);
+float fminf(float x, float y);
+long double fminl(long double x, long double y);
+
+double hypot(double x, double y);
+float hypotf(float x, float y);
+long double hypotl(long double x, long double y);
+
+double lgamma(double x);
+float lgammaf(float x);
+long double lgammal(long double x);
+
+long long llround(double x);
+long long llroundf(float x);
+long long llroundl(long double x);
+
+double log1p(double x);
+float log1pf(float x);
+long double log1pl(long double x);
+
+long lround(double x);
+long lroundf(float x);
+long lroundl(long double x);
+
+double nextafter(double x, double y);
+float nextafterf(float x, float y);
+long double nextafterl(long double x, long double y);
+
+double nexttoward(double x, long double y);
+float nexttowardf(float x, long double y);
+long double nexttowardl(long double x, long double y);
+
+double round(double x);
+float roundf(float x);
+long double roundl(long double x);
+
+double tgamma(double x);
+float tgammaf(float x);
+long double tgammal(long double x);
+
+double trunc(double x);
+float truncf(float x);
+long double truncl(long double x);
+
+}}}} // namespaces
+

+

+        
+        

+

+
+          Supported
+          TR1 Functions
+        

+

+        

+

+          See also the quick reference
+          guide for these functions.
+        

+

+        
+

+
namespace boost{ namespace math{ namespace tr1{ extern "C"{
+   
+// [5.2.1.1] associated Laguerre polynomials:
+double assoc_laguerre(unsigned n, unsigned m, double x);
+float assoc_laguerref(unsigned n, unsigned m, float x);
+long double assoc_laguerrel(unsigned n, unsigned m, long double x);
+
+// [5.2.1.2] associated Legendre functions:
+double assoc_legendre(unsigned l, unsigned m, double x);
+float assoc_legendref(unsigned l, unsigned m, float x);
+long double assoc_legendrel(unsigned l, unsigned m, long double x);
+
+// [5.2.1.3] beta function:
+double beta(double x, double y);
+float betaf(float x, float y);
+long double betal(long double x, long double y);
+
+// [5.2.1.4] (complete) elliptic integral of the first kind:
+double comp_ellint_1(double k);
+float comp_ellint_1f(float k);
+long double comp_ellint_1l(long double k);
+
+// [5.2.1.5] (complete) elliptic integral of the second kind:
+double comp_ellint_2(double k);
+float comp_ellint_2f(float k);
+long double comp_ellint_2l(long double k);
+
+// [5.2.1.6] (complete) elliptic integral of the third kind:
+double comp_ellint_3(double k, double nu);
+float comp_ellint_3f(float k, float nu);
+long double comp_ellint_3l(long double k, long double nu);
+
+// [5.2.1.8] regular modified cylindrical Bessel functions:
+double cyl_bessel_i(double nu, double x);
+float cyl_bessel_if(float nu, float x);
+long double cyl_bessel_il(long double nu, long double x);
+
+// [5.2.1.9] cylindrical Bessel functions (of the first kind):
+double cyl_bessel_j(double nu, double x);
+float cyl_bessel_jf(float nu, float x);
+long double cyl_bessel_jl(long double nu, long double x);
+
+// [5.2.1.10] irregular modified cylindrical Bessel functions:
+double cyl_bessel_k(double nu, double x);
+float cyl_bessel_kf(float nu, float x);
+long double cyl_bessel_kl(long double nu, long double x);
+
+// [5.2.1.11] cylindrical Neumann functions;
+// cylindrical Bessel functions (of the second kind):
+double cyl_neumann(double nu, double x);
+float cyl_neumannf(float nu, float x);
+long double cyl_neumannl(long double nu, long double x);
+
+// [5.2.1.12] (incomplete) elliptic integral of the first kind:
+double ellint_1(double k, double phi);
+float ellint_1f(float k, float phi);
+long double ellint_1l(long double k, long double phi);
+
+// [5.2.1.13] (incomplete) elliptic integral of the second kind:
+double ellint_2(double k, double phi);
+float ellint_2f(float k, float phi);
+long double ellint_2l(long double k, long double phi);
+
+// [5.2.1.14] (incomplete) elliptic integral of the third kind:
+double ellint_3(double k, double nu, double phi);
+float ellint_3f(float k, float nu, float phi);
+long double ellint_3l(long double k, long double nu, long double phi);
+
+// [5.2.1.15] exponential integral:
+double expint(double x);
+float expintf(float x);
+long double expintl(long double x);
+
+// [5.2.1.16] Hermite polynomials:
+double hermite(unsigned n, double x);
+float hermitef(unsigned n, float x);
+long double hermitel(unsigned n, long double x);
+
+// [5.2.1.18] Laguerre polynomials:
+double laguerre(unsigned n, double x);
+float laguerref(unsigned n, float x);
+long double laguerrel(unsigned n, long double x);
+
+// [5.2.1.19] Legendre polynomials:
+double legendre(unsigned l, double x);
+float legendref(unsigned l, float x);
+long double legendrel(unsigned l, long double x);
+
+// [5.2.1.20] Riemann zeta function:
+double riemann_zeta(double);
+float riemann_zetaf(float);
+long double riemann_zetal(long double);
+
+// [5.2.1.21] spherical Bessel functions (of the first kind):
+double sph_bessel(unsigned n, double x);
+float sph_besself(unsigned n, float x);
+long double sph_bessell(unsigned n, long double x);
+
+// [5.2.1.22] spherical associated Legendre functions:
+double sph_legendre(unsigned l, unsigned m, double theta);
+float sph_legendref(unsigned l, unsigned m, float theta);
+long double sph_legendrel(unsigned l, unsigned m, long double theta);
+
+// [5.2.1.23] spherical Neumann functions;
+// spherical Bessel functions (of the second kind):
+double sph_neumann(unsigned n, double x);
+float sph_neumannf(unsigned n, float x);
+long double sph_neumannl(unsigned n, long double x);
+
+}}}} // namespaces
+

+

+        

+

+          In addition sufficient additional overloads of the double
+          versions of the above functions are provided, so that calling the function
+          with any mixture of float,
+          double, long
+          double, or integer
+          arguments is supported, with the return type determined by the result
+          type calculation rules.
+        

+

+        
+        

+

+
+          Currently
+          Unsupported C99 Functions
+        

+

+        
+

+
double exp2(double x);
+float exp2f(float x);
+long double exp2l(long double x);
+
+double fdim(double x, double y);
+float fdimf(float x, float y);
+long double fdiml(long double x, long double y);
+
+double fma(double x, double y, double z);
+float fmaf(float x, float y, float z);
+long double fmal(long double x, long double y, long double z);
+
+int ilogb(double x);
+int ilogbf(float x);
+int ilogbl(long double x);
+
+long long llrint(double x);
+long long llrintf(float x);
+long long llrintl(long double x);
+
+double log2(double x);
+float log2f(float x);
+long double log2l(long double x);
+
+double logb(double x);
+float logbf(float x);
+long double logbl(long double x);
+
+long lrint(double x);
+long lrintf(float x);
+long lrintl(long double x);
+
+double nan(const char *str);
+float nanf(const char *str);
+long double nanl(const char *str);
+
+double nearbyint(double x);
+float nearbyintf(float x);
+long double nearbyintl(long double x);
+
+double remainder(double x, double y);
+float remainderf(float x, float y);
+long double remainderl(long double x, long double y);
+
+double remquo(double x, double y, int *pquo);
+float remquof(float x, float y, int *pquo);
+long double remquol(long double x, long double y, int *pquo);
+
+double rint(double x);
+float rintf(float x);
+long double rintl(long double x);
+
+double scalbln(double x, long ex);
+float scalblnf(float x, long ex);
+long double scalblnl(long double x, long ex);
+
+double scalbn(double x, int ex);
+float scalbnf(float x, int ex);
+long double scalbnl(long double x, int ex);
+

+

+        
+        

+

+
+          Currently
+          Unsupported TR1 Functions
+        

+

+        
+

+
// [5.2.1.7] confluent hypergeometric functions:
+double conf_hyperg(double a, double c, double x);
+float conf_hypergf(float a, float c, float x);
+long double conf_hypergl(long double a, long double c, long double x);
+
+// [5.2.1.17] hypergeometric functions:
+double hyperg(double a, double b, double c, double x);
+float hypergf(float a, float b, float c, float x);
+long double hypergl(long double a, long double b, long double c,
+long double x);
+

+

+      

+

+
+
+
+
Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg

+        Distributed under the Boost Software License, Version 1.0. (See accompanying
+        file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
+      

+

+

+

+PrevUpHomeNext
+

+
+
diff --git a/doc/sf_and_dist/html/math_toolkit/extern_c/tr1_ref.html b/doc/sf_and_dist/html/math_toolkit/extern_c/tr1_ref.html
new file mode 100644
index 000000000..a076c3a3e
--- /dev/null
+++ b/doc/sf_and_dist/html/math_toolkit/extern_c/tr1_ref.html
@@ -0,0 +1,538 @@
+
+
+
+TR1 C Functions Quick Reference
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
Boost C++ LibrariesHomeLibrariesPeopleFAQMore

+

+

+PrevUpHomeNext
+

+

+

+

+
+        Supported
+        TR1 Functions
+      

+
namespace boost{ namespace math{ namespace tr1{ extern "C"{
+   
+// [5.2.1.1] associated Laguerre polynomials:
+double assoc_laguerre(unsigned n, unsigned m, double x);
+float assoc_laguerref(unsigned n, unsigned m, float x);
+long double assoc_laguerrel(unsigned n, unsigned m, long double x);
+
+// [5.2.1.2] associated Legendre functions:
+double assoc_legendre(unsigned l, unsigned m, double x);
+float assoc_legendref(unsigned l, unsigned m, float x);
+long double assoc_legendrel(unsigned l, unsigned m, long double x);
+
+// [5.2.1.3] beta function:
+double beta(double x, double y);
+float betaf(float x, float y);
+long double betal(long double x, long double y);
+
+// [5.2.1.4] (complete) elliptic integral of the first kind:
+double comp_ellint_1(double k);
+float comp_ellint_1f(float k);
+long double comp_ellint_1l(long double k);
+
+// [5.2.1.5] (complete) elliptic integral of the second kind:
+double comp_ellint_2(double k);
+float comp_ellint_2f(float k);
+long double comp_ellint_2l(long double k);
+
+// [5.2.1.6] (complete) elliptic integral of the third kind:
+double comp_ellint_3(double k, double nu);
+float comp_ellint_3f(float k, float nu);
+long double comp_ellint_3l(long double k, long double nu);
+
+// [5.2.1.8] regular modified cylindrical Bessel functions:
+double cyl_bessel_i(double nu, double x);
+float cyl_bessel_if(float nu, float x);
+long double cyl_bessel_il(long double nu, long double x);
+
+// [5.2.1.9] cylindrical Bessel functions (of the first kind):
+double cyl_bessel_j(double nu, double x);
+float cyl_bessel_jf(float nu, float x);
+long double cyl_bessel_jl(long double nu, long double x);
+
+// [5.2.1.10] irregular modified cylindrical Bessel functions:
+double cyl_bessel_k(double nu, double x);
+float cyl_bessel_kf(float nu, float x);
+long double cyl_bessel_kl(long double nu, long double x);
+
+// [5.2.1.11] cylindrical Neumann functions;
+// cylindrical Bessel functions (of the second kind):
+double cyl_neumann(double nu, double x);
+float cyl_neumannf(float nu, float x);
+long double cyl_neumannl(long double nu, long double x);
+
+// [5.2.1.12] (incomplete) elliptic integral of the first kind:
+double ellint_1(double k, double phi);
+float ellint_1f(float k, float phi);
+long double ellint_1l(long double k, long double phi);
+
+// [5.2.1.13] (incomplete) elliptic integral of the second kind:
+double ellint_2(double k, double phi);
+float ellint_2f(float k, float phi);
+long double ellint_2l(long double k, long double phi);
+
+// [5.2.1.14] (incomplete) elliptic integral of the third kind:
+double ellint_3(double k, double nu, double phi);
+float ellint_3f(float k, float nu, float phi);
+long double ellint_3l(long double k, long double nu, long double phi);
+
+// [5.2.1.15] exponential integral:
+double expint(double x);
+float expintf(float x);
+long double expintl(long double x);
+
+// [5.2.1.16] Hermite polynomials:
+double hermite(unsigned n, double x);
+float hermitef(unsigned n, float x);
+long double hermitel(unsigned n, long double x);
+
+// [5.2.1.18] Laguerre polynomials:
+double laguerre(unsigned n, double x);
+float laguerref(unsigned n, float x);
+long double laguerrel(unsigned n, long double x);
+
+// [5.2.1.19] Legendre polynomials:
+double legendre(unsigned l, double x);
+float legendref(unsigned l, float x);
+long double legendrel(unsigned l, long double x);
+
+// [5.2.1.20] Riemann zeta function:
+double riemann_zeta(double);
+float riemann_zetaf(float);
+long double riemann_zetal(long double);
+
+// [5.2.1.21] spherical Bessel functions (of the first kind):
+double sph_bessel(unsigned n, double x);
+float sph_besself(unsigned n, float x);
+long double sph_bessell(unsigned n, long double x);
+
+// [5.2.1.22] spherical associated Legendre functions:
+double sph_legendre(unsigned l, unsigned m, double theta);
+float sph_legendref(unsigned l, unsigned m, float theta);
+long double sph_legendrel(unsigned l, unsigned m, long double theta);
+
+// [5.2.1.23] spherical Neumann functions;
+// spherical Bessel functions (of the second kind):
+double sph_neumann(unsigned n, double x);
+float sph_neumannf(unsigned n, float x);
+long double sph_neumannl(unsigned n, long double x);
+
+}}}} // namespaces
+

+

+        In addition sufficient additional overloads of the double
+        versions of the above functions are provided, so that calling the function
+        with any mixture of float,
+        double, long
+        double, or integer
+        arguments is supported, with the return type determined by the result
+        type calculation rules.
+      

+

+        For example:
+      

+
expintf(2.0f);  // float version, returns float.
+expint(2.0f);   // also calls the float version and returns float.
+expint(2.0);    // double version, returns double.
+expintl(2.0L);  // long double version, returns a long double.
+expint(2.0L);   // also calls the long double version.
+expint(2);      // integer argument is treated as a double, returns double.
+

+

+
+        Quick Reference
+      

+
// [5.2.1.1] associated Laguerre polynomials:
+double assoc_laguerre(unsigned n, unsigned m, double x);
+float assoc_laguerref(unsigned n, unsigned m, float x);
+long double assoc_laguerrel(unsigned n, unsigned m, long double x);
+

+

+        The assoc_laguerre functions return:
+      

+

+        
+      

+

+        See also laguerre
+        for the full template (header only) version of this function.
+      

+
// [5.2.1.2] associated Legendre functions:
+double assoc_legendre(unsigned l, unsigned m, double x);
+float assoc_legendref(unsigned l, unsigned m, float x);
+long double assoc_legendrel(unsigned l, unsigned m, long double x);
+

+

+        The assoc_legendre functions return:
+      

+

+        
+      

+

+        See also legendre_p
+        for the full template (header only) version of this function.
+      

+
// [5.2.1.3] beta function:
+double beta(double x, double y);
+float betaf(float x, float y);
+long double betal(long double x, long double y);
+

+

+        Returns the beta function of x and y:
+      

+

+        
+      

+

+        See also beta
+        for the full template (header only) version of this function.
+      

+
// [5.2.1.4] (complete) elliptic integral of the first kind:
+double comp_ellint_1(double k);
+float comp_ellint_1f(float k);
+long double comp_ellint_1l(long double k);
+

+

+        Returns the complete elliptic integral of the first kind of k:
+      

+

+        
+      

+

+        See also ellint_1
+        for the full template (header only) version of this function.
+      

+
// [5.2.1.5] (complete) elliptic integral of the second kind:
+double comp_ellint_2(double k);
+float comp_ellint_2f(float k);
+long double comp_ellint_2l(long double k);
+

+

+        Returns the complete elliptic integral of the second kind of k:
+      

+

+        
+      

+

+        See also ellint_2
+        for the full template (header only) version of this function.
+      

+
// [5.2.1.6] (complete) elliptic integral of the third kind:
+double comp_ellint_3(double k, double nu);
+float comp_ellint_3f(float k, float nu);
+long double comp_ellint_3l(long double k, long double nu);
+

+

+        Returns the complete elliptic integral of the third kind of k
+        and nu:
+      

+

+        
+      

+

+        See also ellint_3
+        for the full template (header only) version of this function.
+      

+
// [5.2.1.8] regular modified cylindrical Bessel functions:
+double cyl_bessel_i(double nu, double x);
+float cyl_bessel_if(float nu, float x);
+long double cyl_bessel_il(long double nu, long double x);
+

+

+        Returns the modified bessel function of the first kind of nu
+        and x:
+      

+

+        
+      

+

+        See also cyl_bessel_i
+        for the full template (header only) version of this function.
+      

+
// [5.2.1.9] cylindrical Bessel functions (of the first kind):
+double cyl_bessel_j(double nu, double x);
+float cyl_bessel_jf(float nu, float x);
+long double cyl_bessel_jl(long double nu, long double x);
+

+

+        Returns the bessel function of the first kind of nu
+        and x:
+      

+

+        
+      

+

+        See also cyl_bessel_j
+        for the full template (header only) version of this function.
+      

+
// [5.2.1.10] irregular modified cylindrical Bessel functions:
+double cyl_bessel_k(double nu, double x);
+float cyl_bessel_kf(float nu, float x);
+long double cyl_bessel_kl(long double nu, long double x);
+

+

+        Returns the modified bessel function of the second kind of nu
+        and x:
+      

+

+        
+      

+

+        See also cyl_bessel_k
+        for the full template (header only) version of this function.
+      

+
// [5.2.1.11] cylindrical Neumann functions;
+// cylindrical Bessel functions (of the second kind):
+double cyl_neumann(double nu, double x);
+float cyl_neumannf(float nu, float x);
+long double cyl_neumannl(long double nu, long double x);
+

+

+        Returns the bessel function of the second kind (Neumann function) of nu
+        and x:
+      

+

+        
+      

+

+        See also cyl_neumann
+        for the full template (header only) version of this function.
+      

+
// [5.2.1.12] (incomplete) elliptic integral of the first kind:
+double ellint_1(double k, double phi);
+float ellint_1f(float k, float phi);
+long double ellint_1l(long double k, long double phi);
+

+

+        Returns the incomplete elliptic integral of the first kind of k
+        and phi:
+      

+

+        
+      

+

+        See also ellint_1
+        for the full template (header only) version of this function.
+      

+
// [5.2.1.13] (incomplete) elliptic integral of the second kind:
+double ellint_2(double k, double phi);
+float ellint_2f(float k, float phi);
+long double ellint_2l(long double k, long double phi);
+

+

+        Returns the incomplete elliptic integral of the second kind of k
+        and phi:
+      

+

+        
+      

+

+        See also ellint_2
+        for the full template (header only) version of this function.
+      

+
// [5.2.1.14] (incomplete) elliptic integral of the third kind:
+double ellint_3(double k, double nu, double phi);
+float ellint_3f(float k, float nu, float phi);
+long double ellint_3l(long double k, long double nu, long double phi);
+

+

+        Returns the incomplete elliptic integral of the third kind of k,
+        nu and phi:
+      

+

+        
+      

+

+        See also ellint_3
+        for the full template (header only) version of this function.
+      

+
// [5.2.1.15] exponential integral:
+double expint(double x);
+float expintf(float x);
+long double expintl(long double x);
+

+

+        Returns the exponential integral Ei of x:
+      

+

+        
+      

+

+        See also expint
+        for the full template (header only) version of this function.
+      

+
// [5.2.1.16] Hermite polynomials:
+double hermite(unsigned n, double x);
+float hermitef(unsigned n, float x);
+long double hermitel(unsigned n, long double x);
+

+

+        Returns the n'th Hermite polynomial of x:
+      

+

+        
+      

+

+        See also hermite
+        for the full template (header only) version of this function.
+      

+
// [5.2.1.18] Laguerre polynomials:
+double laguerre(unsigned n, double x);
+float laguerref(unsigned n, float x);
+long double laguerrel(unsigned n, long double x);
+

+

+        Returns the n'th Laguerre polynomial of x:
+      

+

+        
+      

+

+        See also laguerre
+        for the full template (header only) version of this function.
+      

+
// [5.2.1.19] Legendre polynomials:
+double legendre(unsigned l, double x);
+float legendref(unsigned l, float x);
+long double legendrel(unsigned l, long double x);
+

+

+        Returns the l'th Legendre polynomial of x:
+      

+

+        
+      

+

+        See also legendre_p
+        for the full template (header only) version of this function.
+      

+
// [5.2.1.20] Riemann zeta function:
+double riemann_zeta(double);
+float riemann_zetaf(float);
+long double riemann_zetal(long double);
+

+

+        Returns the Riemann Zeta function of x:
+      

+

+        
+      

+

+        See also zeta for
+        the full template (header only) version of this function.
+      

+
// [5.2.1.21] spherical Bessel functions (of the first kind):
+double sph_bessel(unsigned n, double x);
+float sph_besself(unsigned n, float x);
+long double sph_bessell(unsigned n, long double x);
+

+

+        Returns the spherical Bessel function of the first kind of x
+        jn(x):
+      

+

+        
+      

+

+        See also sph_bessel
+        for the full template (header only) version of this function.
+      

+
// [5.2.1.22] spherical associated Legendre functions:
+double sph_legendre(unsigned l, unsigned m, double theta);
+float sph_legendref(unsigned l, unsigned m, float theta);
+long double sph_legendrel(unsigned l, unsigned m, long double theta);
+

+

+        Returns the spherical associated Legendre function of l,
+        m and theta:
+      

+

+        
+      

+

+        See also spherical_harmonic
+        for the full template (header only) version of this function.
+      

+
// [5.2.1.23] spherical Neumann functions;
+// spherical Bessel functions (of the second kind):
+double sph_neumann(unsigned n, double x);
+float sph_neumannf(unsigned n, float x);
+long double sph_neumannl(unsigned n, long double x);
+

+

+        Returns the spherical Neumann function of x yn(x):
+      

+

+        
+      

+

+        See also sph_bessel
+        for the full template (header only) version of this function.
+      

+

+
+        Currently
+        Unsupported TR1 Functions
+      

+
// [5.2.1.7] confluent hypergeometric functions:
+double conf_hyperg(double a, double c, double x);
+float conf_hypergf(float a, float c, float x);
+long double conf_hypergl(long double a, long double c, long double x);
+
+// [5.2.1.17] hypergeometric functions:
+double hyperg(double a, double b, double c, double x);
+float hypergf(float a, float b, float c, float x);
+long double hypergl(long double a, long double b, long double c,
+long double x);
+

+

+
+
+
+
+
+
[Note]Note

+          These two functions are not implemented as they are not believed to be
+          numerically stable.
+        

+

+
+
+
+
Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg

+        Distributed under the Boost Software License, Version 1.0. (See accompanying
+        file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
+      

+

+

+

+PrevUpHomeNext
+

+
+
diff --git a/doc/sf_and_dist/html/math_toolkit/main_overview.html b/doc/sf_and_dist/html/math_toolkit/main_overview.html
index a9c12f61b..729de99f7 100644
--- a/doc/sf_and_dist/html/math_toolkit/main_overview.html
+++ b/doc/sf_and_dist/html/math_toolkit/main_overview.html
@@ -3,7 +3,7 @@
 
 Overview
 
-
+
 
 
 
@@ -40,9 +40,12 @@
       and Policies
 
 Thread Safety

 
 Performance

+
 If and How to Build
+      the Library and its Examples and Tests

 
 History and What's
       New

-
 C99 and TR1 C Functions

+
 C99 and C++ TR1 C-style
+      Functions

 
 Contact Info and
       Support

 

@@ -53,8 +56,9 @@
 
 
-

 
Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde

+
Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg

         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       

diff --git a/doc/sf_and_dist/html/math_toolkit/main_overview/building.html b/doc/sf_and_dist/html/math_toolkit/main_overview/building.html
new file mode 100644
index 000000000..d37fd9634
--- /dev/null
+++ b/doc/sf_and_dist/html/math_toolkit/main_overview/building.html
@@ -0,0 +1,156 @@
+
+
+
+If and How to Build the Library and its Examples and Tests
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
Boost C++ LibrariesHomeLibrariesPeopleFAQMore

+

+

+PrevUpHomeNext
+

+

+

+

+
+        Building
+        the Library
+      

+

+        The first thing you need to ask yourself is "Do I need to build anything
+        at all?" as the bulk of this library is header only: meaning you can
+        use it just by #including the necessary header(s). Refer to C99
+        and C++ TR1 C-style Functions for pros and cons of using the TR1 components
+        as opposed to the header only ones.
+      

+

+        The only time you need to build
+        the library is if you want to use the extern
+        "C" functions declared in
+        <boost/math/tr1.hpp>. To build this using Boost.Build, from
+        a commandline boost-root directory issue a command like:
+      

+
bjam toolset=gcc --with-math install
+

+

+        will do the job on Linux, while:
+      

+
bjam toolset=msvc --with-math --build-type=complete stage
+

+

+        will work better on Windows (leaving libraries built in sub-folder /stage
+        below your Boost root directory). Either way you should consult the getting
+        started guide for more information.
+      

+

+        You can also build the libraries from your favourite IDE or command line
+        tool: each extern "C"
+        function declared in <boost/math/tr1.hpp> has its own source file with the same
+        name in libs/math/src/tr1. Just
+        select the sources corresponding to the functions you are using and build
+        them into a library, or else add them directly to your project. Note that
+        the directory libs/math/src/tr1 will
+        need to be in your compiler's #include path as well as the boost-root directory
+        (MSVC Tools, Options, Projects and Solutions, VC++ Directories, Include files).
+      

+

+
+
+
+
+
+
[Note]Note

+          If you are using a Windows compiler that supports auto-linking and you
+          have built the sources yourself (or added them directly to your project)
+          then you will need to prevent <boost/math/tr1.hpp>
+          from trying to auto-link to the binaries that Boost.Build generates. You
+          can do this by defining either BOOST_MATH_NO_LIB or BOOST_ALL_NO_LIB at
+          project level (so the defines get passed to each compiler invocation).
+        

+

+        Optionally the sources in libs/math/src/tr1
+        have support for using libs/math/src/tr1/pch.hpp as a precompiled header if
+        your compiler supports precompiled headers. Note that normally
+        this header is a do-nothing include: to activate the header so that it #includes
+        everything required by all the sources you will need to define BOOST_BUILD_PCH_ENABLED
+        on the command line, both when building the pre-compiled header and when
+        building the sources. Boost.Build will do this automatically when appropriate.
+      

+

+
+        Building
+        the Examples
+      

+

+        The examples are all located in libs/math/example, they can all be built without
+        reference to any external libraries, either with Boost.Build using the supplied
+        Jamfile, or from your compiler's command line. The only requirement is that
+        the Boost headers are in your compilers #include search path.
+      

+

+
+        Building
+        the Tests
+      

+

+        The tests are located in libs/math/test and are best built using Boost.Build
+        and the supplied Jamfile. If you plan to build them separately from your
+        favourite IDE then you will need to add libs/math/test to the list of your compiler's search
+        paths.
+      

+

+        You will also need to build and link to the Boost.Regex library for many
+        of the tests: this can built from the command line by following the getting
+        started guide, using a command such as:
+      

+
bjam toolset=gcc --with-regex install
+

+

+        or
+      

+
bjam toolset=msvc --with-regex --build-type=complete stage
+

+

+        depending on whether you are on Linux or Windows.
+      

+

+        Many of the tests have optional precompiled header support using the header
+        libs/math/test/pch.hpp. Note that normally this header is
+        a do-nothing include: to activate the header so that it #includes everything
+        required by all the sources you will need to define BOOST_BUILD_PCH_ENABLED
+        on the command line, both when building the pre-compiled header and when
+        building the sources. Boost.Build will do this automatically when appropriate.
+      

+

+
+
+
+
Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg

+        Distributed under the Boost Software License, Version 1.0. (See accompanying
+        file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
+      

+

+

+

+PrevUpHomeNext
+

+
+
diff --git a/doc/sf_and_dist/html/math_toolkit/main_overview/compilers_overview.html b/doc/sf_and_dist/html/math_toolkit/main_overview/compilers_overview.html
index 7b949c41c..67ebbee9f 100644
--- a/doc/sf_and_dist/html/math_toolkit/main_overview/compilers_overview.html
+++ b/doc/sf_and_dist/html/math_toolkit/main_overview/compilers_overview.html
@@ -3,7 +3,7 @@
 
 Compilers
 
-
+
 
 
 
@@ -37,7 +37,7 @@
 

         

 

-
Table 9. Supported/Tested Compilers

+
Table 9. Supported/Tested Compilers

 
@@ -540,7 +540,7 @@
 

 

-
Table 10. Unsupported Compilers

+
Table 10. Unsupported Compilers

 

 
 

 
 
@@ -614,8 +614,9 @@
 

 
 

 

-

 
Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde

+
Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg

         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       

diff --git a/doc/sf_and_dist/html/math_toolkit/main_overview/contact.html b/doc/sf_and_dist/html/math_toolkit/main_overview/contact.html
index b28e8f854..7ea9d3946 100644
--- a/doc/sf_and_dist/html/math_toolkit/main_overview/contact.html
+++ b/doc/sf_and_dist/html/math_toolkit/main_overview/contact.html
@@ -3,10 +3,10 @@
 
 Contact Info and Support
 
-
+
 
 
-
+
 
 
 
@@ -47,8 +47,9 @@
 

 
-

 
Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde

+
Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg

         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       

diff --git a/doc/sf_and_dist/html/math_toolkit/main_overview/directories.html b/doc/sf_and_dist/html/math_toolkit/main_overview/directories.html
index e97f4adec..0315b6c61 100644
--- a/doc/sf_and_dist/html/math_toolkit/main_overview/directories.html
+++ b/doc/sf_and_dist/html/math_toolkit/main_overview/directories.html
@@ -3,7 +3,7 @@
 
 Directory and File Structure
 
-
+
 
 
 
@@ -28,7 +28,7 @@
       File Structure
 

 

-
+
         boost/math
       

 

@@ -73,7 +73,7 @@
 
 

 

-
+
         boost/libs
       

 

@@ -109,8 +109,9 @@
 

 
-

 
Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde

+
Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg

         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       

diff --git a/doc/sf_and_dist/html/math_toolkit/main_overview/error_handling.html b/doc/sf_and_dist/html/math_toolkit/main_overview/error_handling.html
index c4e3de27d..2144116ae 100644
--- a/doc/sf_and_dist/html/math_toolkit/main_overview/error_handling.html
+++ b/doc/sf_and_dist/html/math_toolkit/main_overview/error_handling.html
@@ -3,7 +3,7 @@
 
 Error Handling
 
-
+
 
 
 
@@ -27,7 +27,7 @@
  Error Handling
 

 

-
+
         Quick
         Reference
       

@@ -77,11 +77,9 @@
           

 
Rounding Error

 

-            Occurs when the argument to one of the rounding functions trunc,
-            round and
-            modf can not
-            be represented as an integer type, is is outide the range of the result
-            type.
+            Occurs when the argument to one of the rounding functions trunc,
+            round and modf can not be represented
+            as an integer type, is is outide the range of the result type.
           

 
Evaluation Error

 

@@ -134,7 +132,7 @@
         the default action for each error shown in bold:
       

 

-
Table 1. Possible Actions for Domain Errors

+
Table 1. Possible Actions for Domain Errors

 
@@ -209,7 +207,7 @@
 

 
 


 

 

-
Table 2. Possible Actions for Pole Errors

+
Table 2. Possible Actions for Pole Errors

 
@@ -284,7 +282,7 @@
 

 
 


 

 

-
Table 3. Possible Actions for Overflow Errors

+
Table 3. Possible Actions for Overflow Errors

 
@@ -359,7 +357,7 @@
 

 
 


 

 

-
Table 4. Possible Actions for Underflow Errors

+
Table 4. Possible Actions for Underflow Errors

 
@@ -434,7 +432,7 @@
 

 
 


 

 

-
Table 5. Possible Actions for Denorm Errors

+
Table 5. Possible Actions for Denorm Errors

 
@@ -509,7 +507,7 @@
 

 
 


 

 

-
Table 6. Possible Actions for Rounding Errors

+
Table 6. Possible Actions for Rounding Errors

 
@@ -584,7 +582,7 @@
 

 
 


 

 

-
Table 7. Possible Actions for Internal Evaluation
+
Table 7. Possible Actions for Internal Evaluation
       Errors

 

@@ -661,7 +659,7 @@
 

 

 

-
Table 8. Possible Actions for Indeterminate Result
+
Table 8. Possible Actions for Indeterminate Result
       Errors

 

@@ -739,7 +737,7 @@
 

 

 

-
+
         Rationale
       

 

@@ -758,7 +756,7 @@
         
 
 

-
+
         Finding
         More Information
       

@@ -780,7 +778,7 @@
         The various kind of errors are described in more detail below.
       

 

-
+
         Domain
         Errors
       

@@ -873,7 +871,7 @@
         for more details.
       

 

-
+
         Evaluation
         at a pole
       

@@ -912,7 +910,7 @@
         for more details.
       

 

-
+
         Numeric
         Overflow
       

@@ -937,7 +935,7 @@
         doesn't support infinities, the maximum value for the type is returned.
       

 

-
+
         Numeric
         Underflow
       

@@ -960,7 +958,7 @@
         an std::underflow_error C++ exception.
       

 

-
+
         Denormalisation
         Errors
       

@@ -983,7 +981,7 @@
         throws an std::underflow_error C++ exception.
       

 

-
+
         Evaluation
         Errors
       

@@ -1020,7 +1018,7 @@
         for more details.
       

 

-
+
         Indeterminate
         Result Errors
       

@@ -1047,15 +1045,16 @@
         the result of 00 is 1, even though the result is actually mathematically indeterminate.
       

 

-
+
         Rounding
         Errors
       

 

-        When one of the rounding functions round,
-        trunc or modf is called with an
-        argument that has no integer representation, or is too large to be represented
-        in the result type then the value returned is the result of a call to:
+        When one of the rounding functions round,
+        trunc or modf
+        is called with an argument that has no integer representation, or is too
+        large to be represented in the result type then the value returned is the
+        result of a call to:
       

 
boost::math::policies::raise_rounding_error<T>(FunctionName, Message, Val, Policy);
 

@@ -1086,7 +1085,7 @@
         for more details.
       

 

-
+
         Errors
         from typecasts
       

@@ -1109,8 +1108,9 @@
 
 
-

 
Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde

+
Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg

         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       

diff --git a/doc/sf_and_dist/html/math_toolkit/main_overview/history1.html b/doc/sf_and_dist/html/math_toolkit/main_overview/history1.html
index 5e1f12701..a94ac398e 100644
--- a/doc/sf_and_dist/html/math_toolkit/main_overview/history1.html
+++ b/doc/sf_and_dist/html/math_toolkit/main_overview/history1.html
@@ -3,11 +3,11 @@
 
 History and What's New
 
-
+
 
 
-
-
+
+
 
 
 
@@ -20,18 +20,60 @@
 

 

 

-PrevUpHomeNext
+PrevUpHomeNext
 

 

 

+

+        
+        

+

+
+          Boost-1.40.0
+        

+

+        

+
    
+
  • 
+            Added support for MPFR as a bignum type.
+          
    • 
+
  • 
+            Added some full specializations of the policy classes to reduce compile
+            times.
+          
    • 
+
  • 
+            Added logistic and hypergeometric distributions, from Gautam Sewani's
+            Google Summer of Code project.
+          
    • 
+
  • 
+            Added Laplace distribution submitted by Thijs van den Berg.
+          
    • 
+
  • 
+            Updated performance test code to include new distributions, and improved
+            the performance of the non-central distributions.
+          
    • 
+
  • 
+            Added SSE2 optimised Lanczos
+            approximation code, from Gautam Sewani's Google Summer of Code
+            project.
+          
    • 
+
  • 
+            Fixed bug in cyl_bessel_i that used an incorrect approximation for ν =
+            0.5, also effects the non-central Chi Square Distribution when ν = 3, see
+            bug report #2877.
+          
    • 
+
  • 
+            Fixed minor bugs #2873.
+          
    • 
+

 

         
         

 

-
+
           Boost-1.38.0
         

 

@@ -48,7 +90,7 @@
         
         

 

-
+
           Boost-1.37.0
         

 

@@ -60,7 +102,7 @@
         
         

 

-
+
           Boost-1.36.0
         

 

@@ -98,7 +140,7 @@
         
         

 

-
+
           Boost-1.35.0:
           Post Review First Official Release
         

@@ -135,7 +177,7 @@
         
         

 

-
+
           Milestone
           4: Second Review Candidate (1st March 2007)
         

@@ -154,7 +196,7 @@
         
         

 

-
+
           Milestone
           3: First Review Candidate (31st Dec 2006)
         

@@ -187,7 +229,7 @@
         
         

 

-
+
           Milestone
           2: Released September 10th 2006
         

@@ -228,7 +270,7 @@
         
         

 

-
+
           Milestone
           1: Released March 31st 2006
         

@@ -263,15 +305,16 @@
 

         

 

-          Sandbox and trunk last synchonised at revision: 448300.
+          Sandbox and trunk last synchonised at revision: 51455.
         

 

       

 

 
-

 
Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde

+
Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg

         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       

@@ -279,7 +322,7 @@
 

 

 

-PrevUpHomeNext
+PrevUpHomeNext
 

 
 
diff --git a/doc/sf_and_dist/html/math_toolkit/main_overview/intro.html b/doc/sf_and_dist/html/math_toolkit/main_overview/intro.html
index 7d0fc8dab..21935c4d3 100644
--- a/doc/sf_and_dist/html/math_toolkit/main_overview/intro.html
+++ b/doc/sf_and_dist/html/math_toolkit/main_overview/intro.html
@@ -3,7 +3,7 @@
 
 About the Math Toolkit
 
-
+
 
 
 
@@ -30,7 +30,7 @@
         This library is divided into three interconnected parts:
       

 

-
+
         Statistical
         Distributions
       

@@ -56,7 +56,7 @@
         tests.
       

 

-
+
         Mathematical
         Special Functions
       

@@ -83,7 +83,7 @@
         double.
       

 

-
+
         Implementation
         Toolkit
       

@@ -119,8 +119,9 @@
 

 
-

 
Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde

+
Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg

         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       

diff --git a/doc/sf_and_dist/html/math_toolkit/main_overview/namespaces.html b/doc/sf_and_dist/html/math_toolkit/main_overview/namespaces.html
index ad7321f7e..fbc2cc131 100644
--- a/doc/sf_and_dist/html/math_toolkit/main_overview/namespaces.html
+++ b/doc/sf_and_dist/html/math_toolkit/main_overview/namespaces.html
@@ -3,7 +3,7 @@
 
 Namespaces
 
-
+
 
 
 
@@ -59,8 +59,9 @@
 

 
-

 
Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde

+
Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg

         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       

diff --git a/doc/sf_and_dist/html/math_toolkit/main_overview/navigation.html b/doc/sf_and_dist/html/math_toolkit/main_overview/navigation.html
index e38f32b0b..33dbb0126 100644
--- a/doc/sf_and_dist/html/math_toolkit/main_overview/navigation.html
+++ b/doc/sf_and_dist/html/math_toolkit/main_overview/navigation.html
@@ -3,7 +3,7 @@
 
 Navigation
 
-
+
 
 
 
@@ -31,7 +31,7 @@
         as handy shortcuts for common navigation tasks.
       

 

-
+
         Shortcuts
       

 

@@ -139,8 +139,9 @@
 

 
-

 
Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde

+
Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg

         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       

diff --git a/doc/sf_and_dist/html/math_toolkit/main_overview/perf_over.html b/doc/sf_and_dist/html/math_toolkit/main_overview/perf_over.html
index 37fc7602a..db7569923 100644
--- a/doc/sf_and_dist/html/math_toolkit/main_overview/perf_over.html
+++ b/doc/sf_and_dist/html/math_toolkit/main_overview/perf_over.html
@@ -3,11 +3,11 @@
 
 Performance
 
-
+
 
 
 
-
+
 
 
 
@@ -20,7 +20,7 @@
 

 

 

-PrevUpHomeNext
+PrevUpHomeNext
 

 

 

@@ -41,7 +41,7 @@
           is that this library is implemented in C++ - taking advantage of all the
           abstraction mechanisms that C++ offers - where as most traditional numeric
           libraries are implemented in C or FORTRAN. Traditionally languages such
-          as C or FORTAN are perceived as easier to optimise than more complex languages
+          as C or FORTRAN are perceived as easier to optimise than more complex languages
           like C++, so in a sense this library provides a good test of current compiler
           technology, and the "abstraction penalty" - if any - of C++ compared
           to other languages.
@@ -78,8 +78,9 @@
 

 
-

 
Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde

+
Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg

         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       

@@ -87,7 +88,7 @@
 

 

 

-PrevUpHomeNext
+PrevUpHomeNext
 

 
 
diff --git a/doc/sf_and_dist/html/math_toolkit/main_overview/pol_overview.html b/doc/sf_and_dist/html/math_toolkit/main_overview/pol_overview.html
index 8726ac6ea..2dc266a05 100644
--- a/doc/sf_and_dist/html/math_toolkit/main_overview/pol_overview.html
+++ b/doc/sf_and_dist/html/math_toolkit/main_overview/pol_overview.html
@@ -3,7 +3,7 @@
 
 Configuration and Policies
 
-
+
 
 
 
@@ -121,8 +121,9 @@
 

 
-

 
Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde

+
Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg

         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       

diff --git a/doc/sf_and_dist/html/math_toolkit/main_overview/result_type.html b/doc/sf_and_dist/html/math_toolkit/main_overview/result_type.html
index 5907e60fb..3637dac36 100644
--- a/doc/sf_and_dist/html/math_toolkit/main_overview/result_type.html
+++ b/doc/sf_and_dist/html/math_toolkit/main_overview/result_type.html
@@ -3,7 +3,7 @@
 
 Calculation of the Type of the Result
 
-
+
 
 
 
@@ -133,8 +133,9 @@
 

 
-

 
Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde

+
Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg

         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       

diff --git a/doc/sf_and_dist/html/math_toolkit/main_overview/threads.html b/doc/sf_and_dist/html/math_toolkit/main_overview/threads.html
index 91db6660d..087671a26 100644
--- a/doc/sf_and_dist/html/math_toolkit/main_overview/threads.html
+++ b/doc/sf_and_dist/html/math_toolkit/main_overview/threads.html
@@ -3,7 +3,7 @@
 
 Thread Safety
 
-
+
 
 
 
@@ -54,8 +54,9 @@
 

 
-

 
Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde

+
Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg

         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       

diff --git a/doc/sf_and_dist/html/math_toolkit/main_overview/tr1.html b/doc/sf_and_dist/html/math_toolkit/main_overview/tr1.html
index 6135704c0..75a1d7ee8 100644
--- a/doc/sf_and_dist/html/math_toolkit/main_overview/tr1.html
+++ b/doc/sf_and_dist/html/math_toolkit/main_overview/tr1.html
@@ -1,9 +1,9 @@
 
 
 
-C99 and TR1 C Functions
+C99 and C++ TR1 C-style Functions
 
-
+
 
 
 
@@ -24,13 +24,15 @@
 

 

 

 

         

 

           Many of the special functions included in this library are also a part
-          of the either the C99 standard or the Technical
+          of the either the C99
+          Standard ISO/IEC 9899:1999 or the Technical
           Report on C++ Library Extensions. Therefore this library includes
           a thin wrapper header boost/math/tr1.hpp
           that provides compatibility with these two standards.
@@ -53,10 +55,10 @@
           
 
  • 
             The functions have extern "C" linkage, and so are usable from
-            other languages.
+            other languages (not just C and C++).
           
    • 
 
  • 
-            Standard compatibility.
+            C99 and C++ TR1 Standard compatibility.
           
    • 
 
    
 
    
@@ -284,7 +286,7 @@
         
         
    
 
    
-
+
           Usage
           Recomendations
         
    
@@ -336,14 +338,14 @@
         
         
    
 
    
-
+
           Supported
           C99 Functions
         
    
 
    
         
    
 
    
-          See also the quick reference
+          See also the quick reference
           guide for these functions.
         
    
 
    
@@ -440,14 +442,14 @@
         
         
    
 
    
-
+
           Supported
           TR1 Functions
         
    
 
    
         
    
 
    
-          See also the quick reference
+          See also the quick reference
           guide for these functions.
         
    
 
    
@@ -579,7 +581,7 @@
         
         
    
 
    
-
+
           Currently
           Unsupported C99 Functions
         
    
@@ -650,7 +652,7 @@
         
         
    
 
    
-
+
           Currently
           Unsupported TR1 Functions
         
    
@@ -673,8 +675,9 @@
 
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/perf.html b/doc/sf_and_dist/html/math_toolkit/perf.html
index b15f119b2..f326e3ce2 100644
--- a/doc/sf_and_dist/html/math_toolkit/perf.html
+++ b/doc/sf_and_dist/html/math_toolkit/perf.html
@@ -3,7 +3,7 @@
 
 Performance
 
-
+
 
 
 
@@ -41,8 +41,9 @@
 
    
 
-
@@ -284,24 +284,24 @@
               
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/perf/comp_compilers.html b/doc/sf_and_dist/html/math_toolkit/perf/comp_compilers.html
index cb8396e5d..943d5fe37 100644
--- a/doc/sf_and_dist/html/math_toolkit/perf/comp_compilers.html
+++ b/doc/sf_and_dist/html/math_toolkit/perf/comp_compilers.html
@@ -3,7 +3,7 @@
 
 Comparing Compilers
 
-
+
 
 
 
@@ -35,7 +35,7 @@
         in this respect).
       
    
 
    
-
    Table 48. Performance Comparison of Various Windows Compilers
    
+
    Table 48. Performance Comparison of Various Windows Compilers
    
 
    @@ -362,8 +362,9 @@
 
    
 
 

 
    
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/perf/comparisons.html b/doc/sf_and_dist/html/math_toolkit/perf/comparisons.html
index 842b39aec..7c26b7870 100644
--- a/doc/sf_and_dist/html/math_toolkit/perf/comparisons.html
+++ b/doc/sf_and_dist/html/math_toolkit/perf/comparisons.html
@@ -3,7 +3,7 @@
 
 Comparisons to Other Open Source Libraries
 
-
+
 
 
 
@@ -46,7 +46,7 @@
         
    
 
    
 
    
-
+
         Comparison
         to GSL-1.9 and Cephes
       
    
@@ -213,7 +213,7 @@
 
    		
               
    
                 +INF
-                [1]
+                [1]
               
    
                   		
 
    
 
 
    [1] 
+
    [1] 
                     Cephes gets stuck in an infinite loop while trying to execute
                     our test cases.
                   
    
 
    
 
    
-
+
         Comparison
         to the R Statistical Library on Windows
       
    
 
    
-        All the results were measured on a 2.8GHz Intel Pentium 4, 2Gb RAM, Windows
-        XP machine, with the test program compiled with Microsoft Visual C++ 2005,
-        and R-2.5.0 compiled in "standalone mode" with MinGW-3.4 (R-2.5.0
-        appears not to be buildable with Visual C++).
+        All the results were measured on a 2.0GHz Intel T5800 Core 2 Duo, 4Gb RAM,
+        Windows Vista machine, with the test program compiled with Microsoft Visual
+        C++ 2008, and R-2.8.1 compiled in "standalone mode" with MinGW-4.3
+        (R-2.8.1 appears not to be buildable with Visual C++).
       
    
 
    
-
    Table 51. A Comparison to the R Statistical Library on Windows
+
    Table 51. A Comparison to the R Statistical Library on Windows
       XP
    
 
    
@@ -338,9 +338,9 @@
 
@@ -349,7 +349,7 @@
               
    1.00
     
    
-
    (1.597e-006s)
    
+
    (1.271e-006s)
    
             
    
@@ -366,18 +366,18 @@
               
    1.00
     
    
-
    (6.570e-006s)
    
+
    (5.695e-006s)
    
             
    
@@ -401,9 +401,9 @@
 
@@ -420,16 +420,16 @@
               
    1.00
     
    
-
    (4.013e-006s)
    
+
    (3.608e-006s)
    
             
    
@@ -444,18 +444,18 @@
 
@@ -470,9 +470,9 @@
 
@@ -481,7 +481,7 @@
               
    1.00
     
    
-
    (1.498e-007s)
    
+
    (1.213e-007s)
    
             
    
@@ -498,16 +498,16 @@
               
    1.00
     
    
-
    (7.889e-007s)
    
+
    (6.258e-007s)
    
             
    
@@ -524,16 +524,16 @@
               
    1.00
     
    
-
    (4.303e-006s)
    
+
    (3.934e-006s)
    
             
    
@@ -550,16 +550,16 @@
               
    1.00
     
    
-
    (1.955e-007s)
    
+
    (1.017e-007s)
    
             
    
@@ -574,9 +574,9 @@
 
@@ -585,7 +585,7 @@
               
    1.00
     
    
-
    (1.126e-007s)
    
+
    (6.398e-008s)
    
             
    
@@ -602,16 +602,16 @@
               
    1.00
     
    
-
    (1.309e-006s)
    
+
    (1.114e-006s)
    
             
    
@@ -628,16 +628,16 @@
               
    1.00
     
    
-
    (7.204e-006s)
    
+
    (8.604e-006s)
    
             
    
@@ -654,16 +654,16 @@
               
    1.00
     
    
-
    (1.076e-006s)
    
+
    (8.750e-007s)
    
             
    
@@ -680,16 +680,122 @@
               
    1.00
     
    
-
    (5.189e-006s)
    
+
    (4.449e-006s)
    
             
    
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
@@ -704,18 +810,18 @@
 
@@ -732,16 +838,16 @@
               
    1.00
     
    
-
    (6.692e-007s)
    
+
    (4.811e-007s)
    
             
    
@@ -756,18 +862,18 @@
 
@@ -784,18 +890,178 @@
               
    1.00
     
    
-
    (9.601e-006s)
    
+
    (2.311e-005s)
    
             
    
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
@@ -810,18 +1076,18 @@
 
@@ -836,18 +1102,18 @@
 
@@ -864,16 +1130,16 @@
               
    1.00
     
    
-
    (8.999e-007s)
    
+
    (6.680e-007s)
    
             
    
@@ -890,16 +1156,16 @@
               
    1.00
     
    
-
    (1.853e-006s)
    
+
    (1.532e-006s)
    
             
    
@@ -914,18 +1180,18 @@
 
@@ -942,16 +1208,16 @@
               
    1.00
     
    
-
    (2.570e-006s)
    
+
    (2.444e-006s)
    
             
    
@@ -966,18 +1232,18 @@
 
@@ -992,48 +1258,65 @@
 
    
             
    
               
    
-
    1.20
    
+
    1.32
    
 
     
    
-
    (1.916e-006s)
    
+
    (1.683e-006s)
    
 
    
             
    
                 		
 
 
 
             
 
 
 
             
 
             
    
               
    
-
    74.66
-              [1]
+
    58.77
+              [1]
               
    
 
     
    
-
    (4.905e-004s)
    
+
    (3.347e-004s)
    
 
    
             
    
                 		
             
    
               
    
-
    2.45
    
+
    1.46
    
 
     
    
-
    (1.293e-006s)
    
+
    (7.714e-007s)
    
 
    
             
    
                 		
 
 
 
             
 
             
    
               
    
-
    1.32
    
+
    1.04
    
 
     
    
-
    (5.280e-006s)
    
+
    (3.770e-006s)
    
 
    
             
    
                 		
             
    
               
    
-
    1.00
    
+
    1.53
    
 
     
    
-
    (1.231e-007s)
    
+
    (1.878e-007s)
    
 
    
             
    
                 		
 
             
    
               
    
-
    1.28
    
+
    1.00
    
 
     
    
-
    (1.576e-007s)
    
+
    (1.229e-007s)
    
 
    
             
    
                 		
             
    
               
    
-
    1.00
    
+
    1.65
    
 
     
    
-
    (1.498e-007s)
    
+
    (1.997e-007s)
    
 
    
             
    
                 		
 
 
 
             
 
 
 
             
 
             
    
               
    
-
    2.48
    
+
    1.91
    
 
     
    
-
    (1.955e-006s)
    
+
    (1.196e-006s)
    
 
    
             
    
                 		
 
 
 
             
 
             
    
               
    
-
    1.61
    
+
    1.34
    
 
     
    
-
    (6.925e-006s)
    
+
    (5.271e-006s)
    
 
    
             
    
                 		
 
 
 
             
 
             
    
               
    
-
    1.97
    
+
    2.22
    
 
     
    
-
    (3.844e-007s)
    
+
    (2.258e-007s)
    
 
    
             
    
                 		
             
    
               
    
-
    1.07
    
+
    1.69
    
 
     
    
-
    (1.206e-007s)
    
+
    (1.079e-007s)
    
 
    
             
    
                 		
 
 
 
             
 
 
 
             
 
             
    
               
    
-
    2.12
    
+
    1.16
    
 
     
    
-
    (2.780e-006s)
    
+
    (1.296e-006s)
    
 
    
             
    
                 		
 
 
 
             
 
             
    
               
    
-
    1.78
    
+
    1.10
    
 
     
    
-
    (1.280e-005s)
    
+
    (9.474e-006s)
    
 
    
             
    
                 		
 
 
 
             
 
             
    
               
    
-
    2.07
    
+
    1.49
    
 
     
    
-
    (2.227e-006s)
    
+
    (1.303e-006s)
    
 
    
             
    
                 		
 
 
 
             
 
             
    
               
    
-
    1.14
    
+
    2.49
    
 
     
    
-
    (5.937e-006s)
    
+
    (1.110e-005s)
    
+
    
+            
    
+            
    
+            
    
+              Hypergeometric
+              Distribution CDF
+            
    
+                		
+            
    
+              
    
+
    1.55
+              [2]
+              
    
+
     
    
+
    (2.583e-007s)
    
+
    
+            
    
+                		
+            
    
+              
    
+
    1.00
    
+
     
    
+
    (1.668e-007s)
    
+
    
+            
    
+            
    
+            
    
+              Hypergeometric
+              Distribution Quantile
+            
    
+                		
+            
    
+              
    
+
    1.00
    
+
     
    
+
    (2.369e-007s)
    
+
    
+            
    
+                		
+            
    
+              
    
+
    8.46
    
+
     
    
+
    (2.004e-006s)
    
+
    
+            
    
+            
    
+            
    
+              Logistic
+              Distribution CDF
+            
    
+                		
+            
    
+              
    
+
    1.00
    
+
     
    
+
    (1.550e-007s)
    
+
    
+            
    
+                		
+            
    
+              
    
+
    2.34
    
+
     
    
+
    (3.623e-007s)
    
+
    
+            
    
+            
    
+            
    
+              Logistic
+              Distribution Quantile
+            
    
+                		
+            
    
+              
    
+
    1.87
    
+
     
    
+
    (1.534e-007s)
    
+
    
+            
    
+                		
+            
    
+              
    
+
    1.00
    
+
     
    
+
    (8.211e-008s)
    
 
    
             
    
                 		
             
    
               
    
-
    1.00
    
+
    1.26
    
 
     
    
-
    (2.078e-007s)
    
+
    (2.754e-007s)
    
 
    
             
    
                 		
 
             
    
               
    
-
    1.41
    
+
    1.00
    
 
     
    
-
    (2.930e-007s)
    
+
    (2.180e-007s)
    
 
    
             
    
                 		
 
 
 
             
 
             
    
               
    
-
    1.63
    
+
    1.27
    
 
     
    
-
    (1.090e-006s)
    
+
    (6.086e-007s)
    
 
    
             
    
                 		
             
    
               
    
-
    1.00
    
+
    1.36
    
 
     
    
-
    (9.005e-007s)
    
+
    (1.903e-006s)
    
 
    
             
    
                 		
 
             
    
               
    
-
    2.42
    
+
    1.00
    
 
     
    
-
    (2.178e-006s)
    
+
    (1.398e-006s)
    
 
    
             
    
                 		
 
 
 
             
 
             
    
               
    
-
    53.59
-              [2]
+
    16.03
+              [3]
               
    
 
     
    
-
    (5.145e-004s)
    
+
    (3.704e-004s)
    
+
    
+            
    
+            
    
+            
    
+              Noncentral
+              Chi Squared Distribution CDF
+            
    
+                		
+            
    
+              
    
+
    1.00
    
+
     
    
+
    (4.274e-006s)
    
+
    
+            
    
+                		
+            
    
+              
    
+
    34.09
    
+
     
    
+
    (1.457e-004s)
    
+
    
+            
    
+            
    
+            
    
+              Noncentral
+              Chi Squared Distribution Quantile
+            
    
+                		
+            
    
+              
    
+
    1.00
    
+
     
    
+
    (3.528e-004s)
    
+
    
+            
    
+                		
+            
    
+              
    
+
    75.71
+              [4]
+              
    
+
     
    
+
    (2.671e-002s)
    
+
    
+            
    
+            
    
+            
    
+              Noncentral
+              F Distribution CDF
+            
    
+                		
+            
    
+              
    
+
    1.00
    
+
     
    
+
    (1.182e-005s)
    
+
    
+            
    
+                		
+            
    
+              
    
+
    1.51
    
+
     
    
+
    (1.781e-005s)
    
+
    
+            
    
+            
    
+            
    
+              Noncentral
+              F Distribution Quantile
+            
    
+                		
+            
    
+              
    
+
    1.00
    
+
     
    
+
    (4.822e-004s)
    
+
    
+            
    
+                		
+            
    
+              
    
+
    3.99
    
+
     
    
+
    (1.924e-003s)
    
+
    
+            
    
+            
    
+            
    
+              noncentral
+              T distribution CDF
+            
    
+                		
+            
    
+              
    
+
    3.58
    
+
     
    
+
    (1.937e-005s)
    
+
    
+            
    
+                		
+            
    
+              
    
+
    1.00
    
+
     
    
+
    (5.411e-006s)
    
+
    
+            
    
+            
    
+            
    
+              noncentral
+              T distribution Quantile
+            
    
+                		
+            
    
+              
    
+
    1.34
    
+
     
    
+
    (5.933e-004s)
    
+
    
+            
    
+                		
+            
    
+              
    
+
    1.00
+              [5]
+              
    
+
     
    
+
    (4.432e-004s)
    
 
    
             
    
                 		
             
    
               
    
-
    1.00
    
+
    1.22
    
 
     
    
-
    (5.926e-008s)
    
+
    (1.667e-007s)
    
 
    
             
    
                 		
 
             
    
               
    
-
    3.01
    
+
    1.00
    
 
     
    
-
    (1.785e-007s)
    
+
    (1.372e-007s)
    
 
    
             
    
                 		
             
    
               
    
-
    1.00
    
+
    1.97
    
 
     
    
-
    (1.248e-007s)
    
+
    (2.323e-007s)
    
 
    
             
    
                 		
 
             
    
               
    
-
    1.05
    
+
    1.00
    
 
     
    
-
    (1.311e-007s)
    
+
    (1.182e-007s)
    
 
    
             
    
                 		
 
 
 
             
 
             
    
               
    
-
    2.42
    
+
    1.98
    
 
     
    
-
    (2.175e-006s)
    
+
    (1.325e-006s)
    
 
    
             
    
                 		
 
 
 
             
 
             
    
               
    
-
    2.17
    
+
    1.75
    
 
     
    
-
    (4.014e-006s)
    
+
    (2.683e-006s)
    
 
    
             
    
                 		
             
    
               
    
-
    1.00
    
+
    1.08
    
 
     
    
-
    (1.223e-006s)
    
+
    (1.002e-006s)
    
 
    
             
    
                 		
 
             
    
               
    
-
    1.13
    
+
    1.00
    
 
     
    
-
    (1.376e-006s)
    
+
    (9.277e-007s)
    
 
    
             
    
                 		
 
 
 
             
 
             
    
               
    
-
    1.04
    
+
    1.29
    
 
     
    
-
    (2.668e-006s)
    
+
    (3.159e-006s)
    
 
    
             
    
                 		
             
    
               
    
-
    1.00
    
+
    1.60
    
 
     
    
-
    (4.741e-007s)
    
+
    (7.061e-007s)
    
 
    
             
    
                 		
 
             
    
               
    
-
    1.46
    
+
    1.00
    
 
     
    
-
    (6.943e-007s)
    
+
    (4.404e-007s)
    
 
    
             
    
                 		
             
    
               
    
-
    1.00
    
+
    1.02
    
 
     
    
-
    (7.926e-007s)
    
+
    (1.133e-006s)
    
 
    
             
    
                 		
 
             
    
               
    
-
    1.08
    
+
    1.00
    
 
     
    
-
    (8.542e-007s)
    
+
    (1.114e-006s)
    
 
    
             
    
                 		
 
    
     
 
    
-
    [1] 
+
    [1] 
                   There are a small number of our test cases where the R library
                   fails to converge on a result: these tend to dominate the performance
                   result.
                 
    
-
    [2] 
+
    [2] 
+                  This result is somewhat misleading: for small values of the parameters
+                  there is virtually no difference between the two libraries, but
+                  for large values the Boost implementation is much
+                  slower, albeit with much improved precision.
+                
    
+
    [3] 
                   The R library appears to use a linear-search strategy, that can
                   perform very badly in a small number of pathological cases, but
                   may or may not be more efficient in "typical" cases
                 
    
+
    [4] 
+                  There are a small number of our test cases where the R library
+                  fails to converge on a result: these tend to dominate the performance
+                  result.
+                
    
+
    [5] 
+                  There are a small number of our test cases where the R library
+                  fails to converge on a result: these tend to dominate the performance
+                  result.
+                
    
 
    
 
    
 
    
 
    
-
+
         Comparison
         to the R Statistical Library on Linux
       
    
 
    
-        All the results were measured on a 2.8GHz Intel Pentium 4, 2Gb RAM, Mandriva
-        Linux machine, with the test program and R-2.5.0 compiled with GNU G++ 4.2.0.
+        All the results were measured on a 2.0GHz Intel T5800 Core 2 Duo, 4Gb RAM,
+        Ubuntu Linux 8.1 machine, with the test program and R-2.8.1 compiled with
+        GNU G++ 4.3.2 using -O3.
       
    
 
    
-
    Table 52. A Comparison to the R Statistical Library on Linux
    
+
    Table 52. A Comparison to the R Statistical Library on Linux
    
 
    @@ -1068,9 +1351,9 @@
 
@@ -1079,7 +1362,7 @@
               
    1.00
     
    
-
    (2.050e-006s)
    
+
    (1.435e-006s)
    
             
    
@@ -1096,18 +1379,18 @@
               
    1.00
     
    
-
    (1.294e-005s)
    
+
    (1.093e-005s)
    
             
    
@@ -1122,9 +1405,9 @@
 
@@ -1133,7 +1416,7 @@
               
    1.00
     
    
-
    (1.104e-006s)
    
+
    (6.626e-007s)
    
             
    
@@ -1148,9 +1431,9 @@
 
@@ -1159,7 +1442,7 @@
               
    1.00
     
    
-
    (5.194e-006s)
    
+
    (3.777e-006s)
    
             
    
@@ -1174,18 +1457,18 @@
 
@@ -1200,18 +1483,18 @@
 
@@ -1226,9 +1509,9 @@
 
@@ -1237,7 +1520,7 @@
               
    1.00
     
    
-
    (1.753e-006s)
    
+
    (1.087e-006s)
    
             
    
@@ -1252,9 +1535,9 @@
 
@@ -1263,7 +1546,7 @@
               
    1.00
     
    
-
    (6.728e-006s)
    
+
    (5.514e-006s)
    
             
    
@@ -1280,111 +1563,33 @@
               
    1.00
     
    
-
    (2.195e-007s)
    
+
    (1.250e-007s)
    
             
    
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
+
+
+
+
@@ -1393,7 +1598,85 @@
               
    1.00
     
    
-
    (1.992e-006s)
    
+
    (9.149e-008s)
    
+
    
+            
    
+            
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
@@ -1408,9 +1691,37 @@
 
+
+
+
+
+
@@ -1419,7 +1730,85 @@
               
    1.00
     
    
-
    (5.757e-006s)
    
+
    (1.467e-007s)
    
+
    
+            
    
+            
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
@@ -1436,16 +1825,16 @@
               
    1.00
     
    
-
    (1.782e-007s)
    
+
    (2.124e-007s)
    
             
    
@@ -1460,18 +1849,18 @@
 
@@ -1486,9 +1875,9 @@
 
@@ -1497,7 +1886,7 @@
               
    1.00
     
    
-
    (2.141e-006s)
    
+
    (1.308e-006s)
    
             
    
@@ -1514,18 +1903,178 @@
               
    1.00
     
    
-
    (1.826e-005s)
    
+
    (1.794e-005s)
    
             
    
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
@@ -1542,16 +2091,16 @@
               
    1.00
     
    
-
    (8.542e-008s)
    
+
    (1.245e-007s)
    
             
    
@@ -1566,18 +2115,18 @@
 
@@ -1592,9 +2141,9 @@
 
@@ -1603,7 +2152,7 @@
               
    1.00
     
    
-
    (1.775e-006s)
    
+
    (1.110e-006s)
    
             
    
@@ -1618,9 +2167,9 @@
 
@@ -1629,7 +2178,7 @@
               
    1.00
     
    
-
    (3.752e-006s)
    
+
    (2.724e-006s)
    
             
    
@@ -1644,9 +2193,9 @@
 
@@ -1655,7 +2204,7 @@
               
    1.00
     
    
-
    (1.576e-006s)
    
+
    (9.099e-007s)
    
             
    
@@ -1670,9 +2219,9 @@
 
@@ -1681,7 +2230,7 @@
               
    1.00
     
    
-
    (2.990e-006s)
    
+
    (3.317e-006s)
    
             
    
@@ -1696,18 +2245,18 @@
 
@@ -1722,34 +2271,50 @@
 
    
 
 

    
             
    
               
    
-
    1.71
    
+
    2.35
    
 
     
    
-
    (3.508e-006s)
    
+
    (3.371e-006s)
    
 
    
             
    
                 		
 
 
 
             
 
 
 
             
 
             
    
               
    
-
    44.06
-              [1]
+
    31.61
+              [1]
               
    
 
     
    
-
    (5.701e-004s)
    
+
    (3.455e-004s)
    
 
    
             
    
                 		
             
    
               
    
-
    1.22
    
+
    1.33
    
 
     
    
-
    (1.342e-006s)
    
+
    (8.835e-007s)
    
 
    
             
    
                 		
 
 
 
             
             
    
               
    
-
    1.36
    
+
    1.73
    
 
     
    
-
    (7.083e-006s)
    
+
    (6.532e-006s)
    
 
    
             
    
                 		
 
 
 
             
             
    
               
    
-
    1.00
    
+
    1.23
    
 
     
    
-
    (1.372e-007s)
    
+
    (1.856e-007s)
    
 
    
             
    
                 		
 
             
    
               
    
-
    1.47
    
+
    1.00
    
 
     
    
-
    (2.017e-007s)
    
+
    (1.513e-007s)
    
 
    
             
    
                 		
             
    
               
    
-
    1.00
    
+
    1.46
    
 
     
    
-
    (1.542e-007s)
    
+
    (2.009e-007s)
    
 
    
             
    
                 		
 
             
    
               
    
-
    1.14
    
+
    1.00
    
 
     
    
-
    (1.752e-007s)
    
+
    (1.378e-007s)
    
 
    
             
    
                 		
             
    
               
    
-
    1.04
    
+
    1.25
    
 
     
    
-
    (1.820e-006s)
    
+
    (1.354e-006s)
    
 
    
             
    
                 		
 
 
 
             
             
    
               
    
-
    1.39
    
+
    1.80
    
 
     
    
-
    (9.345e-006s)
    
+
    (9.906e-006s)
    
 
    
             
    
                 		
 
 
 
             
 
 
 
             
 
             
    
               
    
-
    1.17
    
-
     
    
-
    (2.561e-007s)
    
-
    
-            
    
-            
    
-            
    
-              Exponential
-              Distribution Quantile
-            
    
-                		
-            
    
-              
    
-
    1.00
    
-
     
    
-
    (1.123e-007s)
    
-
    
-            
    
-                		
-            
    
-              
    
-
    1.03
    
-
     
    
-
    (1.155e-007s)
    
-
    
-            
    
-            
    
-            
    
-              Fisher F Distribution
-              CDF
-            
    
-                		
-            
    
-              
    
-
    1.00
    
-
     
    
-
    (2.744e-006s)
    
-
    
-            
    
-                		
-            
    
-              
    
-
    1.08
    
-
     
    
-
    (2.970e-006s)
    
-
    
-            
    
-            
    
-            
    
-              Fisher F Distribution
-              Quantile
-            
    
-                		
-            
    
-              
    
-
    1.14
    
-
     
    
-
    (1.550e-005s)
    
-
    
-            
    
-                		
-            
    
-              
    
-
    1.00
    
-
     
    
-
    (1.359e-005s)
    
-
    
-            
    
-            
    
-            
    
-              Gamma Distribution
-              CDF
-            
    
-                		
-            
    
-              
    
 
    1.29
    
 
     
    
-
    (2.578e-006s)
    
+
    (1.616e-007s)
    
+
    
+            
    
+            
    
+            
    
+              Exponential
+              Distribution Quantile
+            
    
+                		
+            
    
+              
    
+
    1.02
    
+
     
    
+
    (9.310e-008s)
    
 
    
             
    
                 		
 
 
    
+            
    
+              Fisher F Distribution
+              CDF
+            
    
+                		
+            
    
+              
    
+
    1.65
    
+
     
    
+
    (2.292e-006s)
    
+
    
+            
    
+                		
+            
    
+              
    
+
    1.00
    
+
     
    
+
    (1.388e-006s)
    
+
    
+            
    
+            
    
+            
    
+              Fisher F Distribution
+              Quantile
+            
    
+                		
+            
    
+              
    
+
    1.78
    
+
     
    
+
    (1.740e-005s)
    
+
    
+            
    
+                		
+            
    
+              
    
+
    1.00
    
+
     
    
+
    (9.787e-006s)
    
+
    
+            
    
+            
    
+            
    
+              Gamma Distribution
+              CDF
+            
    
+                		
+            
    
+              
    
+
    1.48
    
+
     
    
+
    (1.816e-006s)
    
+
    
+            
    
+                		
+            
    
+              
    
+
    1.00
    
+
     
    
+
    (1.230e-006s)
    
 
    
             
    
                 		
             
    
               
    
-
    1.77
    
+
    1.00
    
 
     
    
-
    (1.020e-005s)
    
+
    (8.553e-006s)
    
+
    
+            
    
+                		
+            
    
+              
    
+
    1.62
    
+
     
    
+
    (1.382e-005s)
    
+
    
+            
    
+            
    
+            
    
+              Hypergeometric
+              Distribution CDF
+            
    
+                		
+            
    
+              
    
+
    2.25
+              [2]
+              
    
+
     
    
+
    (3.308e-007s)
    
 
    
             
    
                 		
 
 
    
+            
    
+              Hypergeometric
+              Distribution Quantile
+            
    
+                		
+            
    
+              
    
+
    1.00
    
+
     
    
+
    (6.179e-007s)
    
+
    
+            
    
+                		
+            
    
+              
    
+
    3.24
    
+
     
    
+
    (2.002e-006s)
    
+
    
+            
    
+            
    
+            
    
+              Logistic
+              Distribution CDF
+            
    
+                		
+            
    
+              
    
+
    1.00
    
+
     
    
+
    (1.172e-007s)
    
+
    
+            
    
+                		
+            
    
+              
    
+
    2.08
    
+
     
    
+
    (2.441e-007s)
    
+
    
+            
    
+            
    
+            
    
+              Logistic
+              Distribution Quantile
+            
    
+                		
+            
    
+              
    
+
    1.15
    
+
     
    
+
    (1.362e-007s)
    
+
    
+            
    
+                		
+            
    
+              
    
+
    1.00
    
+
     
    
+
    (1.182e-007s)
    
 
    
             
    
                 		
 
 
 
             
 
             
    
               
    
-
    2.00
    
+
    1.13
    
 
     
    
-
    (3.564e-007s)
    
+
    (2.392e-007s)
    
 
    
             
    
                 		
             
    
               
    
-
    1.00
    
+
    3.16
    
 
     
    
-
    (7.093e-007s)
    
+
    (1.460e-006s)
    
 
    
             
    
                 		
 
             
    
               
    
-
    1.07
    
+
    1.00
    
 
     
    
-
    (7.607e-007s)
    
+
    (4.626e-007s)
    
 
    
             
    
                 		
             
    
               
    
-
    1.03
    
+
    1.27
    
 
     
    
-
    (2.209e-006s)
    
+
    (1.665e-006s)
    
 
    
             
    
                 		
 
 
 
             
 
 
 
             
 
             
    
               
    
-
    30.07
-              [2]
+
    22.46
+              [3]
               
    
 
     
    
-
    (5.490e-004s)
    
+
    (4.029e-004s)
    
+
    
+            
    
+            
    
+            
    
+              Noncentral
+              Chi Squared Distribution CDF
+            
    
+                		
+            
    
+              
    
+
    1.00
    
+
     
    
+
    (1.085e-005s)
    
+
    
+            
    
+                		
+            
    
+              
    
+
    13.52
    
+
     
    
+
    (1.467e-004s)
    
+
    
+            
    
+            
    
+            
    
+              Noncentral
+              Chi Squared Distribution Quantile
+            
    
+                		
+            
    
+              
    
+
    1.00
    
+
     
    
+
    (2.031e-003s)
    
+
    
+            
    
+                		
+            
    
+              
    
+
    15.65
+              [4]
+              
    
+
     
    
+
    (3.179e-002s)
    
+
    
+            
    
+            
    
+            
    
+              Noncentral
+              F Distribution CDF
+            
    
+                		
+            
    
+              
    
+
    7.14
    
+
     
    
+
    (6.198e-005s)
    
+
    
+            
    
+                		
+            
    
+              
    
+
    1.00
    
+
     
    
+
    (8.678e-006s)
    
+
    
+            
    
+            
    
+            
    
+              Noncentral
+              F Distribution Quantile
+            
    
+                		
+            
    
+              
    
+
    1.00
    
+
     
    
+
    (7.947e-004s)
    
+
    
+            
    
+                		
+            
    
+              
    
+
    1.21
    
+
     
    
+
    (9.622e-004s)
    
+
    
+            
    
+            
    
+            
    
+              noncentral
+              T distribution CDF
+            
    
+                		
+            
    
+              
    
+
    5.70
    
+
     
    
+
    (3.461e-005s)
    
+
    
+            
    
+                		
+            
    
+              
    
+
    1.00
    
+
     
    
+
    (6.069e-006s)
    
+
    
+            
    
+            
    
+            
    
+              noncentral
+              T distribution Quantile
+            
    
+                		
+            
    
+              
    
+
    1.80
    
+
     
    
+
    (9.308e-004s)
    
+
    
+            
    
+                		
+            
    
+              
    
+
    1.00
+              [5]
+              
    
+
     
    
+
    (5.176e-004s)
    
 
    
             
    
                 		
 
 
 
             
 
             
    
               
    
-
    2.09
    
+
    1.04
    
 
     
    
-
    (1.782e-007s)
    
+
    (1.294e-007s)
    
 
    
             
    
                 		
             
    
               
    
-
    1.00
    
+
    1.59
    
 
     
    
-
    (1.362e-007s)
    
+
    (2.364e-007s)
    
 
    
             
    
                 		
 
             
    
               
    
-
    1.26
    
+
    1.00
    
 
     
    
-
    (1.722e-007s)
    
+
    (1.490e-007s)
    
 
    
             
    
                 		
             
    
               
    
-
    1.10
    
+
    1.22
    
 
     
    
-
    (1.953e-006s)
    
+
    (1.354e-006s)
    
 
    
             
    
                 		
 
 
 
             
             
    
               
    
-
    1.12
    
+
    1.38
    
 
     
    
-
    (4.214e-006s)
    
+
    (3.752e-006s)
    
 
    
             
    
                 		
 
 
 
             
             
    
               
    
-
    1.55
    
+
    2.32
    
 
     
    
-
    (2.441e-006s)
    
+
    (2.108e-006s)
    
 
    
             
    
                 		
 
 
 
             
             
    
               
    
-
    1.33
    
+
    1.21
    
 
     
    
-
    (3.972e-006s)
    
+
    (4.018e-006s)
    
 
    
             
    
                 		
 
 
 
             
             
    
               
    
-
    1.00
    
+
    1.04
    
 
     
    
-
    (6.640e-007s)
    
+
    (3.955e-007s)
    
 
    
             
    
                 		
 
             
    
               
    
-
    1.06
    
+
    1.00
    
 
     
    
-
    (7.031e-007s)
    
+
    (3.808e-007s)
    
 
    
             
    
                 		
             
    
               
    
-
    1.00
    
+
    1.06
    
 
     
    
-
    (7.504e-007s)
    
+
    (4.472e-007s)
    
 
    
             
    
                 		
 
             
    
               
    
-
    1.03
    
+
    1.00
    
 
     
    
-
    (7.710e-007s)
    
+
    (4.215e-007s)
    
 
    
             
    
                 		
 
    
     
 
    
-
    [1] 
+
    [1] 
                   There are a small number of our test cases where the R library
                   fails to converge on a result: these tend to dominate the performance
                   result.
                 
    
-
    [2] 
+
    [2] 
+                  This result is somewhat misleading: for small values of the parameters
+                  there is virtually no difference between the two libraries, but
+                  for large values the Boost implementation is much
+                  slower, albeit with much improved precision.
+                
    
+
    [3] 
                   The R library appears to use a linear-search strategy, that can
                   perform very badly in a small number of pathological cases, but
                   may or may not be more efficient in "typical" cases
                 
    
+
    [4] 
+                  There are a small number of our test cases where the R library
+                  fails to converge on a result: these tend to dominate the performance
+                  result.
+                
    
+
    [5] 
+                  There are a small number of our test cases where the R library
+                  fails to converge on a result: these tend to dominate the performance
+                  result.
+                
    
 
    
 
    
 
    
@@ -1757,8 +2322,9 @@
 
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/perf/getting_best.html b/doc/sf_and_dist/html/math_toolkit/perf/getting_best.html
index 53f40a82d..9bb71d94c 100644
--- a/doc/sf_and_dist/html/math_toolkit/perf/getting_best.html
+++ b/doc/sf_and_dist/html/math_toolkit/perf/getting_best.html
@@ -3,7 +3,7 @@
 
 Getting the Best Performance from this Library
 
-
+
 
 
 
@@ -33,7 +33,7 @@
         penalty for using the library in debug mode can be quite large.
       
    
 
    
-
    Table 47. Performance Comparison of Release and Debug Settings
    
+
    Table 47. Performance Comparison of Release and Debug Settings
    
 
    @@ -279,8 +279,9 @@
 
    
 
 

 
    
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/perf/interp.html b/doc/sf_and_dist/html/math_toolkit/perf/interp.html
index ab7a1fc7c..0b7a4692e 100644
--- a/doc/sf_and_dist/html/math_toolkit/perf/interp.html
+++ b/doc/sf_and_dist/html/math_toolkit/perf/interp.html
@@ -3,7 +3,7 @@
 
 Interpreting these Results
 
-
+
 
 
 
@@ -55,8 +55,9 @@
 
    
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/perf/perf_over.html b/doc/sf_and_dist/html/math_toolkit/perf/perf_over.html
index 3431815bb..f1adc7c4b 100644
--- a/doc/sf_and_dist/html/math_toolkit/perf/perf_over.html
+++ b/doc/sf_and_dist/html/math_toolkit/perf/perf_over.html
@@ -3,7 +3,7 @@
 
 Performance Overview
 
-
+
 
 
 
@@ -41,7 +41,7 @@
           is that this library is implemented in C++ - taking advantage of all the
           abstraction mechanisms that C++ offers - where as most traditional numeric
           libraries are implemented in C or FORTRAN. Traditionally languages such
-          as C or FORTAN are perceived as easier to optimise than more complex languages
+          as C or FORTRAN are perceived as easier to optimise than more complex languages
           like C++, so in a sense this library provides a good test of current compiler
           technology, and the "abstraction penalty" - if any - of C++ compared
           to other languages.
@@ -78,8 +78,9 @@
 
    
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/perf/perf_test_app.html b/doc/sf_and_dist/html/math_toolkit/perf/perf_test_app.html
index 60cd6eb28..95b00f2dc 100644
--- a/doc/sf_and_dist/html/math_toolkit/perf/perf_test_app.html
+++ b/doc/sf_and_dist/html/math_toolkit/perf/perf_test_app.html
@@ -3,7 +3,7 @@
 
 The Performance Test Application
 
-
+
 
 
 
@@ -48,8 +48,9 @@
 
    
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/perf/tuning.html b/doc/sf_and_dist/html/math_toolkit/perf/tuning.html
index e920b4120..6bdca83ef 100644
--- a/doc/sf_and_dist/html/math_toolkit/perf/tuning.html
+++ b/doc/sf_and_dist/html/math_toolkit/perf/tuning.html
@@ -3,7 +3,7 @@
 
 Performance Tuning Macros
 
-
+
 
 
 
@@ -234,7 +234,7 @@
         highly vectorisable processors in the future.
       
    
 
    
-
    Table 49. A Comparison of Polynomial Evaluation Methods
    
+
    Table 49. A Comparison of Polynomial Evaluation Methods
    
 
    @@ -634,7 +634,7 @@
         tutorial.
       
    
-
    Table 50. Performance Comparison with and Without Internal
+
    Table 50. Performance Comparison with and Without Internal
       Promotion to long double
    
 
    
 
 

 
    
@@ -882,8 +882,9 @@
 
 
    
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/policy.html b/doc/sf_and_dist/html/math_toolkit/policy.html
index b88c58ff4..dc3cd608d 100644
--- a/doc/sf_and_dist/html/math_toolkit/policy.html
+++ b/doc/sf_and_dist/html/math_toolkit/policy.html
@@ -3,7 +3,7 @@
 
 Policies
 
-
+
 
 
 
@@ -76,8 +76,9 @@
 
    
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/policy/pol_overview.html b/doc/sf_and_dist/html/math_toolkit/policy/pol_overview.html
index 4fc361a60..a315048ad 100644
--- a/doc/sf_and_dist/html/math_toolkit/policy/pol_overview.html
+++ b/doc/sf_and_dist/html/math_toolkit/policy/pol_overview.html
@@ -3,7 +3,7 @@
 
 Policy Overview
 
-
+
 
 
 
@@ -120,8 +120,9 @@
 
    
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/policy/pol_ref.html b/doc/sf_and_dist/html/math_toolkit/policy/pol_ref.html
index 28a21c125..76ab6f4b8 100644
--- a/doc/sf_and_dist/html/math_toolkit/policy/pol_ref.html
+++ b/doc/sf_and_dist/html/math_toolkit/policy/pol_ref.html
@@ -3,7 +3,7 @@
 
 Policy Reference
 
-
+
 
 
 
@@ -49,8 +49,9 @@
 
    
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/policy/pol_ref/assert_undefined.html b/doc/sf_and_dist/html/math_toolkit/policy/pol_ref/assert_undefined.html
index a5ca7afd4..f88702dce 100644
--- a/doc/sf_and_dist/html/math_toolkit/policy/pol_ref/assert_undefined.html
+++ b/doc/sf_and_dist/html/math_toolkit/policy/pol_ref/assert_undefined.html
@@ -3,7 +3,7 @@
 
 Mathematically Undefined Function Policies
 
-
+
 
 
 
@@ -74,8 +74,9 @@
 
    
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/policy/pol_ref/discrete_quant_ref.html b/doc/sf_and_dist/html/math_toolkit/policy/pol_ref/discrete_quant_ref.html
index 9c358f5f2..712f746b5 100644
--- a/doc/sf_and_dist/html/math_toolkit/policy/pol_ref/discrete_quant_ref.html
+++ b/doc/sf_and_dist/html/math_toolkit/policy/pol_ref/discrete_quant_ref.html
@@ -3,7 +3,7 @@
 
 Discrete Quantile Policies
 
-
+
 
 
 
@@ -55,7 +55,7 @@
           can take have the following meanings:
         
    
 
    
-
+
           real
         
    
 
    
@@ -93,7 +93,7 @@
           = 68.1584.
         
    
 
    
-
+
           integer_round_outwards
         
    
 
    
@@ -151,7 +151,7 @@
           in each tail.
         
    
 
    
-
+
           integer_round_inwards
         
    
 
    
@@ -214,7 +214,7 @@
           in each tail.
         
    
 
    
-
+
           integer_round_down
         
    
 
    
@@ -222,7 +222,7 @@
           or a lower quantile.
         
    
 
    
-
+
           integer_round_up
         
    
 
    
@@ -230,7 +230,7 @@
           a lower quantile.
         
    
 
    
-
+
           integer_round_nearest
         
    
 
    
@@ -275,8 +275,9 @@
 
    
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/policy/pol_ref/error_handling_policies.html b/doc/sf_and_dist/html/math_toolkit/policy/pol_ref/error_handling_policies.html
index 4cdcb10a5..cb8230fc6 100644
--- a/doc/sf_and_dist/html/math_toolkit/policy/pol_ref/error_handling_policies.html
+++ b/doc/sf_and_dist/html/math_toolkit/policy/pol_ref/error_handling_policies.html
@@ -3,7 +3,7 @@
 
 Error Handling Policies
 
-
+
 
 
 
@@ -39,7 +39,7 @@
           
 
    
 
    
-
+
           Available
           Actions When an Error is Raised
         
    
@@ -62,7 +62,7 @@
           The various enumerated values have the following meanings:
         
    
 
    
-
+
           throw_on_error
         
    
 
    
@@ -174,7 +174,7 @@
 
    
 
    
 
    
-
+
           errno_on_error
         
    
 
    
@@ -287,7 +287,7 @@
 
    
 
    
 
    
-
+
           ignore_error
         
    
 
    
@@ -400,7 +400,7 @@
 
    
 
    
 
    
-
+
           user_error
         
    
 
    
@@ -449,7 +449,7 @@
           here.
         
    
 
    
-
+
           Kinds
           of Error Raised
         
    
@@ -618,9 +618,9 @@
                     		
 
                 
    
-                  Raised When one of the rounding functions round,
-                  trunc
-                  or modf
+                  Raised When one of the rounding functions round,
+                  trunc
+                  or modf
                   is called with an argument that has no integer representation,
                   or is too large to be represented in the result type
                 
    
@@ -688,7 +688,7 @@
 
    
 
    
 
    
-
+
           Examples
         
    
 
    
@@ -763,8 +763,9 @@
 
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/policy/pol_ref/internal_promotion.html b/doc/sf_and_dist/html/math_toolkit/policy/pol_ref/internal_promotion.html
index 852ed160a..3cf37475f 100644
--- a/doc/sf_and_dist/html/math_toolkit/policy/pol_ref/internal_promotion.html
+++ b/doc/sf_and_dist/html/math_toolkit/policy/pol_ref/internal_promotion.html
@@ -3,7 +3,7 @@
 
 Internal Promotion Policies
 
-
+
 
 
 
@@ -84,7 +84,7 @@
 
    
 
    
 
    
-
+
           Examples
         
    
 
    
@@ -151,8 +151,9 @@
 
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/policy/pol_ref/iteration_pol.html b/doc/sf_and_dist/html/math_toolkit/policy/pol_ref/iteration_pol.html
index 90fb2e82f..7709316e6 100644
--- a/doc/sf_and_dist/html/math_toolkit/policy/pol_ref/iteration_pol.html
+++ b/doc/sf_and_dist/html/math_toolkit/policy/pol_ref/iteration_pol.html
@@ -3,7 +3,7 @@
 
 Iteration Limits Policies
 
-
+
 
 
 
@@ -51,8 +51,9 @@
 
    
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/policy/pol_ref/namespace_pol.html b/doc/sf_and_dist/html/math_toolkit/policy/pol_ref/namespace_pol.html
index 1e2fed3f0..04d3028c3 100644
--- a/doc/sf_and_dist/html/math_toolkit/policy/pol_ref/namespace_pol.html
+++ b/doc/sf_and_dist/html/math_toolkit/policy/pol_ref/namespace_pol.html
@@ -3,7 +3,7 @@
 
 Setting Polices at Namespace Scope
 
-
+
 
 
 
@@ -151,8 +151,9 @@
 
    
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/policy/pol_ref/pol_ref_ref.html b/doc/sf_and_dist/html/math_toolkit/policy/pol_ref/pol_ref_ref.html
index 98b0dc22a..f912affd1 100644
--- a/doc/sf_and_dist/html/math_toolkit/policy/pol_ref/pol_ref_ref.html
+++ b/doc/sf_and_dist/html/math_toolkit/policy/pol_ref/pol_ref_ref.html
@@ -3,7 +3,7 @@
 
 Policy Class Reference
 
-
+
 
 
 
@@ -245,8 +245,9 @@
 
    
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/policy/pol_ref/policy_defaults.html b/doc/sf_and_dist/html/math_toolkit/policy/pol_ref/policy_defaults.html
index b87f3a0d7..cbf3c13c4 100644
--- a/doc/sf_and_dist/html/math_toolkit/policy/pol_ref/policy_defaults.html
+++ b/doc/sf_and_dist/html/math_toolkit/policy/pol_ref/policy_defaults.html
@@ -3,7 +3,7 @@
 
 Using macros to Change the Policy Defaults
 
-
+
 
 
 
@@ -61,7 +61,7 @@
           then you can do so by defining various macros in boost/math/tools/user.hpp.
         
    
 
    
-
+
           BOOST_MATH_DOMAIN_ERROR_POLICY
         
    
 
    
@@ -71,7 +71,7 @@
           ignore_error or user_error.
         
    
 
    
-
+
           BOOST_MATH_POLE_ERROR_POLICY
         
    
 
    
@@ -81,7 +81,7 @@
           ignore_error or user_error.
         
    
 
    
-
+
           BOOST_MATH_OVERFLOW_ERROR_POLICY
         
    
 
    
@@ -91,7 +91,7 @@
           ignore_error or user_error.
         
    
 
    
-
+
           BOOST_MATH_ROUNDING_ERROR_POLICY
         
    
 
    
@@ -101,7 +101,7 @@
           ignore_error or user_error.
         
    
 
    
-
+
           BOOST_MATH_EVALUATION_ERROR_POLICY
         
    
 
    
@@ -111,7 +111,7 @@
           ignore_error or user_error.
         
    
 
    
-
+
           BOOST_MATH_UNDERFLOW_ERROR_POLICY
         
    
 
    
@@ -121,7 +121,7 @@
           ignore_error or user_error.
         
    
 
    
-
+
           BOOST_MATH_DENORM_ERROR_POLICY
         
    
 
    
@@ -131,7 +131,7 @@
           ignore_error or user_error.
         
    
 
    
-
+
           BOOST_MATH_INDETERMINATE_RESULT_ERROR_POLICY
         
    
 
    
@@ -142,7 +142,7 @@
           ignore_error or user_error.
         
    
 
    
-
+
           BOOST_MATH_DIGITS10_POLICY
         
    
 
    
@@ -153,7 +153,7 @@
           recommended that you change this from the default.
         
    
 
    
-
+
           BOOST_MATH_PROMOTE_FLOAT_POLICY
         
    
 
    
@@ -165,7 +165,7 @@
           off.
         
    
 
    
-
+
           BOOST_MATH_PROMOTE_DOUBLE_POLICY
         
    
 
    
@@ -177,7 +177,7 @@
           off.
         
    
 
    
-
+
           BOOST_MATH_DISCRETE_QUANTILE_POLICY
         
    
 
    
@@ -188,7 +188,7 @@
           Defaults to integer_round_outwards.
         
    
 
    
-
+
           BOOST_MATH_ASSERT_UNDEFINED_POLICY
         
    
 
    
@@ -201,7 +201,7 @@
           whether or not a particular property is well defined.
         
    
 
    
-
+
           BOOST_MATH_MAX_SERIES_ITERATION_POLICY
         
    
 
    
@@ -210,7 +210,7 @@
           Defaults to 1000000.
         
    
 
    
-
+
           BOOST_MATH_MAX_ROOT_ITERATION_POLICY
         
    
 
    
@@ -219,7 +219,7 @@
           Defaults to 200.
         
    
 
    
-
+
           Example
         
    
 
    
@@ -244,8 +244,9 @@
 
    
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/policy/pol_ref/precision_pol.html b/doc/sf_and_dist/html/math_toolkit/policy/pol_ref/precision_pol.html
index 63927e7a5..f495b219b 100644
--- a/doc/sf_and_dist/html/math_toolkit/policy/pol_ref/precision_pol.html
+++ b/doc/sf_and_dist/html/math_toolkit/policy/pol_ref/precision_pol.html
@@ -3,7 +3,7 @@
 
 Precision Policies
 
-
+
 
 
 
@@ -122,8 +122,9 @@
 
    
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/policy/pol_tutorial.html b/doc/sf_and_dist/html/math_toolkit/policy/pol_tutorial.html
index fbdba20ab..538f9115f 100644
--- a/doc/sf_and_dist/html/math_toolkit/policy/pol_tutorial.html
+++ b/doc/sf_and_dist/html/math_toolkit/policy/pol_tutorial.html
@@ -3,7 +3,7 @@
 
 Policy Tutorial
 
-
+
 
 
 
@@ -49,8 +49,9 @@
 
    
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/policy/pol_tutorial/ad_hoc_dist_policies.html b/doc/sf_and_dist/html/math_toolkit/policy/pol_tutorial/ad_hoc_dist_policies.html
index 695580cff..88ad5464b 100644
--- a/doc/sf_and_dist/html/math_toolkit/policy/pol_tutorial/ad_hoc_dist_policies.html
+++ b/doc/sf_and_dist/html/math_toolkit/policy/pol_tutorial/ad_hoc_dist_policies.html
@@ -3,7 +3,7 @@
 
 Setting Policies for Distributions on an Ad Hoc Basis
 
-
+
 
 
 
@@ -93,8 +93,9 @@
 
    
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/policy/pol_tutorial/ad_hoc_sf_policies.html b/doc/sf_and_dist/html/math_toolkit/policy/pol_tutorial/ad_hoc_sf_policies.html
index 348bd2941..5ed0d7eeb 100644
--- a/doc/sf_and_dist/html/math_toolkit/policy/pol_tutorial/ad_hoc_sf_policies.html
+++ b/doc/sf_and_dist/html/math_toolkit/policy/pol_tutorial/ad_hoc_sf_policies.html
@@ -3,7 +3,7 @@
 
 Changing the Policy on an Ad Hoc Basis for the Special Functions
 
-
+
 
 
 
@@ -152,8 +152,9 @@ errno = 33
 
    
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/policy/pol_tutorial/changing_policy_defaults.html b/doc/sf_and_dist/html/math_toolkit/policy/pol_tutorial/changing_policy_defaults.html
index b84015841..606b5aa84 100644
--- a/doc/sf_and_dist/html/math_toolkit/policy/pol_tutorial/changing_policy_defaults.html
+++ b/doc/sf_and_dist/html/math_toolkit/policy/pol_tutorial/changing_policy_defaults.html
@@ -3,7 +3,7 @@
 
 Changing the Policy Defaults
 
-
+
 
 
 
@@ -316,8 +316,9 @@ errno is set to: 33
 
    
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/policy/pol_tutorial/namespace_policies.html b/doc/sf_and_dist/html/math_toolkit/policy/pol_tutorial/namespace_policies.html
index 405f81ac2..339a537c2 100644
--- a/doc/sf_and_dist/html/math_toolkit/policy/pol_tutorial/namespace_policies.html
+++ b/doc/sf_and_dist/html/math_toolkit/policy/pol_tutorial/namespace_policies.html
@@ -3,7 +3,7 @@
 
 Setting Policies at Namespace or Translation Unit Scope
 
-
+
 
 
 
@@ -448,8 +448,9 @@ Result of quantile(complement(binom, 0.05)) is: 8
 
    
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/policy/pol_tutorial/policy_tut_defaults.html b/doc/sf_and_dist/html/math_toolkit/policy/pol_tutorial/policy_tut_defaults.html
index bcd58c84d..786bca36c 100644
--- a/doc/sf_and_dist/html/math_toolkit/policy/pol_tutorial/policy_tut_defaults.html
+++ b/doc/sf_and_dist/html/math_toolkit/policy/pol_tutorial/policy_tut_defaults.html
@@ -3,7 +3,7 @@
 
 Policies Have Sensible Defaults
 
-
+
 
 
 
@@ -122,8 +122,9 @@
 
    
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/policy/pol_tutorial/policy_usage.html b/doc/sf_and_dist/html/math_toolkit/policy/pol_tutorial/policy_usage.html
index ad5506c8b..e9dd4ac0d 100644
--- a/doc/sf_and_dist/html/math_toolkit/policy/pol_tutorial/policy_usage.html
+++ b/doc/sf_and_dist/html/math_toolkit/policy/pol_tutorial/policy_usage.html
@@ -3,7 +3,7 @@
 
 So How are Policies Used Anyway?
 
-
+
 
 
 
@@ -56,8 +56,9 @@
 
    
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/policy/pol_tutorial/understand_dis_quant.html b/doc/sf_and_dist/html/math_toolkit/policy/pol_tutorial/understand_dis_quant.html
index f2fdd7067..0d9e596d5 100644
--- a/doc/sf_and_dist/html/math_toolkit/policy/pol_tutorial/understand_dis_quant.html
+++ b/doc/sf_and_dist/html/math_toolkit/policy/pol_tutorial/understand_dis_quant.html
@@ -3,7 +3,7 @@
 
 Understanding Quantiles of Discrete Distributions
 
-
+
 
 
 
@@ -177,7 +177,7 @@
           base your comparisons on CDF's instead.
         
    
 
    
-
+
           Other
           Rounding Policies are Available
         
    
@@ -418,8 +418,9 @@ Upper quantiles at p = 0.95.
 
    
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/policy/pol_tutorial/user_def_err_pol.html b/doc/sf_and_dist/html/math_toolkit/policy/pol_tutorial/user_def_err_pol.html
index cb4e62e76..d10f944e2 100644
--- a/doc/sf_and_dist/html/math_toolkit/policy/pol_tutorial/user_def_err_pol.html
+++ b/doc/sf_and_dist/html/math_toolkit/policy/pol_tutorial/user_def_err_pol.html
@@ -3,7 +3,7 @@
 
 Calling User Defined Error Handlers
 
-
+
 
 
 
@@ -613,8 +613,9 @@ Result of tgamma(-190.5) is: 0
 
    
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/policy/pol_tutorial/what_is_a_policy.html b/doc/sf_and_dist/html/math_toolkit/policy/pol_tutorial/what_is_a_policy.html
index 98bea6b41..a9a72f30d 100644
--- a/doc/sf_and_dist/html/math_toolkit/policy/pol_tutorial/what_is_a_policy.html
+++ b/doc/sf_and_dist/html/math_toolkit/policy/pol_tutorial/what_is_a_policy.html
@@ -3,7 +3,7 @@
 
 So Just What is a Policy Anyway?
 
-
+
 
 
 
@@ -72,8 +72,9 @@
 
    
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/special.html b/doc/sf_and_dist/html/math_toolkit/special.html
index dc00d76d3..a0caee846 100644
--- a/doc/sf_and_dist/html/math_toolkit/special.html
+++ b/doc/sf_and_dist/html/math_toolkit/special.html
@@ -3,7 +3,7 @@
 
 Special Functions
 
-
+
 
 
 
@@ -141,47 +141,13 @@
 
     asinh
    
 
     atanh
    
 
-
     Rounding Truncation and
-      Integer Conversion
    
-
    
-
     Rounding Functions
    
-
     Truncation Functions
    
-
     Integer and Fractional
-        Part Splitting (modf)
    
-
    
-
     Floating-Point Classification:
-      Infinities and NaN's
    
-
     Floating-Point Representation
-      Distance (ULP), and Finding Adjacent Floating-Point Values
    
-
    
-
     Finding
-        the Next Representable Value in a Specific Direction (nextafter)
    
-
     Finding
-        the Next Greater Representable Value (float_next)
    
-
     Finding
-        the Next Smaller Representable Value (float_prior)
    
-
     Calculating
-        the Representation Distance Between Two Floating Point Values (ULP) float_distance
    
-
     Advancing
-        a Floating Point Value by a Specific Representation Distance (ULP) float_advance
    
-
    
-
     TR1 and C99 external
-      "C" Functions
    
-
    
-
     C99 and TR1 C Functions
-        Overview
    
-
     C99 C Functions
    
-
     TR1 C Functions
-        Quick Reference
    
-
    
 
    
-
    
-    
    
 
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/special/bessel.html b/doc/sf_and_dist/html/math_toolkit/special/bessel.html
index de24de539..4d6913ef4 100644
--- a/doc/sf_and_dist/html/math_toolkit/special/bessel.html
+++ b/doc/sf_and_dist/html/math_toolkit/special/bessel.html
@@ -3,7 +3,7 @@
 
 Bessel Functions
 
-
+
 
 
 
@@ -47,8 +47,9 @@
 
    
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/special/bessel/bessel.html b/doc/sf_and_dist/html/math_toolkit/special/bessel/bessel.html
index 222f0f3b1..37bb330ef 100644
--- a/doc/sf_and_dist/html/math_toolkit/special/bessel/bessel.html
+++ b/doc/sf_and_dist/html/math_toolkit/special/bessel/bessel.html
@@ -3,7 +3,7 @@
 
 Bessel Functions of the First and Second Kinds
 
-
+
 
 
 
@@ -28,7 +28,7 @@
         of the First and Second Kinds
 
    
 
    
-
+
           Synopsis
         
    
 
    template <class T1, class T2>
@@ -44,7 +44,7 @@
 calculated-result-type cyl_neumann(T1 v, T2 x, const Policy&);
 
    
 
    
-
+
           Description
         
    
 
    
@@ -110,7 +110,7 @@
           
         
    
 
    
-
+
           Testing
         
    
 
    
@@ -119,7 +119,7 @@
           (with all the special case handling removed).
         
    
 
    
-
+
           Accuracy
         
    
 
    
@@ -135,7 +135,7 @@
           zero error. All values are relative errors in units of epsilon.
         
    
 
    
-
    Table 36. Errors Rates in cyl_bessel_j
    
+
    Table 36. Errors Rates in cyl_bessel_j
    
 
    @@ -304,7 +304,7 @@
 
    
 
 

    
 
    
 
    
-
    Table 37. Errors Rates in cyl_neumann
    
+
    Table 37. Errors Rates in cyl_neumann
    
 
    @@ -494,7 +494,7 @@
           were found.
         
    
-
+
           Implementation
         
    
@@ -657,8 +657,9 @@ are also computed by recursions (involving gamma functions), but
 
 
    
 
 

 
 
    
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/special/bessel/bessel_over.html b/doc/sf_and_dist/html/math_toolkit/special/bessel/bessel_over.html
index 8e80bc535..71091cbc3 100644
--- a/doc/sf_and_dist/html/math_toolkit/special/bessel/bessel_over.html
+++ b/doc/sf_and_dist/html/math_toolkit/special/bessel/bessel_over.html
@@ -3,7 +3,7 @@
 
 Bessel Function Overview
 
-
+
 
 
 
@@ -28,7 +28,7 @@
         Overview
 
    
 
    
-
+
           Ordinary
           Bessel Functions
         
    
@@ -103,7 +103,7 @@ and is known as either a Bessel
           
         
    
 
    
-
+
           Modified
           Bessel Functions
         
    
@@ -167,7 +167,7 @@ respectively:
           
         
    
 
    
-
+
           Spherical
           Bessel Functions
         
    
@@ -198,8 +198,9 @@ is also known as the
 
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/special/bessel/mbessel.html b/doc/sf_and_dist/html/math_toolkit/special/bessel/mbessel.html
index 4ff2b6c2e..380d66045 100644
--- a/doc/sf_and_dist/html/math_toolkit/special/bessel/mbessel.html
+++ b/doc/sf_and_dist/html/math_toolkit/special/bessel/mbessel.html
@@ -3,7 +3,7 @@
 
 Modified Bessel Functions of the First and Second Kinds
 
-
+
 
 
 
@@ -28,7 +28,7 @@
         Functions of the First and Second Kinds
 
    
 
    
-
+
           Synopsis
         
    
 
    template <class T1, class T2>
@@ -44,7 +44,7 @@
 calculated-result-type cyl_bessel_k(T1 v, T2 x, const Policy&);
 
    
 
    
-
+
           Description
         
    
 
    
@@ -109,7 +109,7 @@
           
         
    
 
    
-
+
           Testing
         
    
 
    
@@ -118,7 +118,7 @@
           (with all the special case handling removed).
         
    
 
    
-
+
           Accuracy
         
    
 
    
@@ -129,7 +129,7 @@
           zero error. All values are relative errors in units of epsilon.
         
    
 
    
-
    Table 38. Errors Rates in cyl_bessel_i
    
+
    Table 38. Errors Rates in cyl_bessel_i
    
 
    @@ -226,7 +226,7 @@
 
    
 
 

    
 
    
 
    
-
    Table 39. Errors Rates in cyl_bessel_k
    
+
    Table 39. Errors Rates in cyl_bessel_k
    
 
    @@ -326,7 +326,7 @@
 
    
 
 

    
 
    
 
    
-
+
           Implementation
         
    
 
    
@@ -469,8 +469,9 @@ are also computed by recursions (involving gamma functions), but
 
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/special/bessel/sph_bessel.html b/doc/sf_and_dist/html/math_toolkit/special/bessel/sph_bessel.html
index a3a6e2ba2..8dc1efb09 100644
--- a/doc/sf_and_dist/html/math_toolkit/special/bessel/sph_bessel.html
+++ b/doc/sf_and_dist/html/math_toolkit/special/bessel/sph_bessel.html
@@ -3,7 +3,7 @@
 
 Spherical Bessel Functions of the First and Second Kinds
 
-
+
 
 
 
@@ -28,7 +28,7 @@
         Bessel Functions of the First and Second Kinds
 
    
 
    
-
+
           Synopsis
         
    
 
    template <class T1, class T2>
@@ -44,7 +44,7 @@
 calculated-result-type sph_neumann(unsigned v, T2 x, const Policy&);
 
    
 
    
-
+
           Description
         
    
 
    
@@ -97,7 +97,7 @@ for small x:
           
         
    
 
    
-
+
           Testing
         
    
 
    
@@ -106,7 +106,7 @@ for small x:
           implementation (with all the special case handling removed).
         
    
 
    
-
+
           Accuracy
         
    
 
    
@@ -116,7 +116,7 @@ for small x:
           refer to these functions for accuracy data.
         
    
 
    
-
+
           Implementation
         
    
 
    
@@ -146,8 +146,9 @@ for small x:
 
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/special/ellint.html b/doc/sf_and_dist/html/math_toolkit/special/ellint.html
index 57da0f3be..d8587b436 100644
--- a/doc/sf_and_dist/html/math_toolkit/special/ellint.html
+++ b/doc/sf_and_dist/html/math_toolkit/special/ellint.html
@@ -3,7 +3,7 @@
 
 Elliptic Integrals
 
-
+
 
 
 
@@ -41,8 +41,9 @@
 
    
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/special/ellint/ellint_1.html b/doc/sf_and_dist/html/math_toolkit/special/ellint/ellint_1.html
index b052beafa..cc9ccd80a 100644
--- a/doc/sf_and_dist/html/math_toolkit/special/ellint/ellint_1.html
+++ b/doc/sf_and_dist/html/math_toolkit/special/ellint/ellint_1.html
@@ -3,7 +3,7 @@
 
 Elliptic Integrals of the First Kind - Legendre Form
 
-
+
 
 
 
@@ -28,7 +28,7 @@
         of the First Kind - Legendre Form
 
    
 
    
-
+
           Synopsis
         
    
 
    
@@ -55,7 +55,7 @@
 }} // namespaces
 
 
    
-
+
           Description
         
    
 
    
@@ -123,7 +123,7 @@
 
    
         
    
 
    
-
+
           Accuracy
         
    
 
    
@@ -134,7 +134,7 @@
           All values are relative errors in units of epsilon.
         
    
 
    
-
    Table 41. Errors Rates in the Elliptic Integrals of the
+
    Table 41. Errors Rates in the Elliptic Integrals of the
         First Kind
    
 
    
@@ -237,7 +237,7 @@
 
    
 
    
 
    
-
+
           Testing
         
    
 
    
@@ -247,7 +247,7 @@
           this implementation.
         
    
 
    
-
+
           Implementation
         
    
 
    
@@ -266,8 +266,9 @@
 
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/special/ellint/ellint_2.html b/doc/sf_and_dist/html/math_toolkit/special/ellint/ellint_2.html
index 5765611ca..24e8e32c5 100644
--- a/doc/sf_and_dist/html/math_toolkit/special/ellint/ellint_2.html
+++ b/doc/sf_and_dist/html/math_toolkit/special/ellint/ellint_2.html
@@ -3,7 +3,7 @@
 
 Elliptic Integrals of the Second Kind - Legendre Form
 
-
+
 
 
 
@@ -28,7 +28,7 @@
         of the Second Kind - Legendre Form
 
    
 
    
-
+
           Synopsis
         
    
 
    
@@ -55,7 +55,7 @@
 }} // namespaces
 
 
    
-
+
           Description
         
    
 
    
@@ -123,7 +123,7 @@
 
    
         
    
 
    
-
+
           Accuracy
         
    
 
    
@@ -134,7 +134,7 @@
           All values are relative errors in units of epsilon.
         
    
 
    
-
    Table 42. Errors Rates in the Elliptic Integrals of the
+
    Table 42. Errors Rates in the Elliptic Integrals of the
         Second Kind
    
 
    
@@ -237,7 +237,7 @@
 
    
 
    
 
    
-
+
           Testing
         
    
 
    
@@ -247,7 +247,7 @@
           this implementation.
         
    
 
    
-
+
           Implementation
         
    
 
    
@@ -266,8 +266,9 @@
 
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/special/ellint/ellint_3.html b/doc/sf_and_dist/html/math_toolkit/special/ellint/ellint_3.html
index 260594b49..01263d6a6 100644
--- a/doc/sf_and_dist/html/math_toolkit/special/ellint/ellint_3.html
+++ b/doc/sf_and_dist/html/math_toolkit/special/ellint/ellint_3.html
@@ -3,7 +3,7 @@
 
 Elliptic Integrals of the Third Kind - Legendre Form
 
-
+
 
 
 
@@ -28,7 +28,7 @@
         of the Third Kind - Legendre Form
 
    
 
    
-
+
           Synopsis
         
    
 
    
@@ -55,7 +55,7 @@
 }} // namespaces
 
 
    
-
+
           Description
         
    
 
    
@@ -100,19 +100,6 @@
           
    
 
    
         
    
-
    
-
-
-
-
-
-
    [Caution]Caution
    
-            In addition, the region where n > 1 and φ is
-            not in the range [0, π/2] is currently unsupported and returns
-            the result of domain_error. For this
-            reason it is recomended that you keep φ inside its "natural"
-            range of [0, π/2].
-          
    
 
    template <class T1, class T2>
 calculated-result-type ellint_3(T1 k, T2 n);
 
@@ -132,10 +119,17 @@
           (outside this range the result would be complex).
         
    
 
    
-          [opitonal_policy]
+          
    
+
    
+            The final Policy argument
+            is optional and can be used to control the behaviour of the function:
+            how it handles errors, what level of precision to use etc. Refer to the
+            policy documentation for more details.
+          
    
+
    
         
    
 
    
-
+
           Accuracy
         
    
 
    
@@ -146,7 +140,7 @@
           All values are relative errors in units of epsilon.
         
    
 
    
-
    Table 43. Errors Rates in the Elliptic Integrals of the
+
    Table 43. Errors Rates in the Elliptic Integrals of the
         Third Kind
    
 
    
@@ -249,7 +243,7 @@
 
    
 
    
 
    
-
+
           Testing
         
    
 
    
@@ -259,7 +253,7 @@
           this implementation.
         
    
 
    
-
+
           Implementation
         
    
 
    
@@ -293,7 +287,11 @@
           Π(n, -φ, k) = -Π(n, φ, k)
         
    
 
    
-          Π(n, φ+mπ, k) = Π(n, φ, k) + 2mΠ(n, k)
+          Π(n, φ+mπ, k) = Π(n, φ, k) + 2mΠ(n, k) ; n <= 1
+        
    
+
    
+          Π(n, φ+mπ, k) = Π(n, φ, k) ; n > 1
+          [1]
         
    
 
    
           are used to move φ to the range [0, π/2].
@@ -311,17 +309,21 @@
 
    
           
         
    
-
    
-          The remaining problem area occurs when n > 1 and φ is outside the range
-          [0, π/2]. In this range the reduction formula for large φ can no longer be
-          applied. Likewise the identities 17.7.7/8 in A&S for reducing n to
-          the range [0,1] appear to be no longer applicable.
-        
    
+
    
+
    
+
    [1] 
+              I haven't been able to find a literature reference for this relation,
+              but it appears to be the convention used by Mathematica. Intuitively
+              the first 2 * m * Π(n, k) terms cancel out as the
+              derivative alternates between +∞ and -∞.
+            
    
+
    
 
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/special/ellint/ellint_carlson.html b/doc/sf_and_dist/html/math_toolkit/special/ellint/ellint_carlson.html
index b18e146ba..9d33f1517 100644
--- a/doc/sf_and_dist/html/math_toolkit/special/ellint/ellint_carlson.html
+++ b/doc/sf_and_dist/html/math_toolkit/special/ellint/ellint_carlson.html
@@ -3,7 +3,7 @@
 
 Elliptic Integrals - Carlson Form
 
-
+
 
 
 
@@ -28,7 +28,7 @@
         Integrals - Carlson Form
 
    
 
    
-
+
           Synopsis
         
    
 
    
@@ -100,7 +100,7 @@
 }} // namespaces
 
 
    
-
+
           Description
         
    
 
    
@@ -236,7 +236,7 @@
           
         
    
 
    
-
+
           Testing
         
    
 
    
@@ -265,7 +265,7 @@
           to verify their correctness: see the above Carlson paper for details.
         
    
 
    
-
+
           Accuracy
         
    
 
    
@@ -276,7 +276,7 @@
           All values are relative errors in units of epsilon.
         
    
 
    
-
    Table 40. Errors Rates in the Carlson Elliptic Integrals
    
+
    Table 40. Errors Rates in the Carlson Elliptic Integrals
    
 
    @@ -419,7 +419,7 @@
 
    
 
 

    
 
    
 
    
-
+
           Implementation
         
    
 
    
@@ -457,8 +457,9 @@
 
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/special/ellint/ellint_intro.html b/doc/sf_and_dist/html/math_toolkit/special/ellint/ellint_intro.html
index 50ec1e511..4755c697c 100644
--- a/doc/sf_and_dist/html/math_toolkit/special/ellint/ellint_intro.html
+++ b/doc/sf_and_dist/html/math_toolkit/special/ellint/ellint_intro.html
@@ -3,7 +3,7 @@
 
 Elliptic Integral Overview
 
-
+
 
 
 
@@ -61,14 +61,14 @@
           Elliptic integral.
         
    
 
    
-
+
           Notation
         
    
 
    
           All variables are real numbers unless otherwise noted.
         
    
 
    
-
+
           Definition
         
    
 
    
@@ -257,7 +257,7 @@
 
    
 
    
 
    
-
+
           Duplication
           Theorem
         
    
@@ -269,7 +269,7 @@
           
         
    
 
    
-
+
           Carlson's
           Formulas
         
    
@@ -287,7 +287,7 @@
           
         
    
 
    
-
+
           Numerical
           Algorithms
         
    
@@ -301,7 +301,7 @@
           integrals with satisfactory precisions.
         
    
 
    
-
+
           References
         
    
 
    
@@ -408,8 +408,9 @@
 
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/special/expint.html b/doc/sf_and_dist/html/math_toolkit/special/expint.html
index f7031b2b1..fb6477d3d 100644
--- a/doc/sf_and_dist/html/math_toolkit/special/expint.html
+++ b/doc/sf_and_dist/html/math_toolkit/special/expint.html
@@ -3,7 +3,7 @@
 
 Exponential Integrals
 
-
+
 
 
 
@@ -35,8 +35,9 @@
 
    
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/special/expint/expint_i.html b/doc/sf_and_dist/html/math_toolkit/special/expint/expint_i.html
index 96fa011b9..ffb98cb0b 100644
--- a/doc/sf_and_dist/html/math_toolkit/special/expint/expint_i.html
+++ b/doc/sf_and_dist/html/math_toolkit/special/expint/expint_i.html
@@ -3,7 +3,7 @@
 
 Exponential Integral Ei
 
-
+
 
 
 
@@ -28,7 +28,7 @@
         Integral Ei
 
    
 
    
-
+
           Synopsis
         
    
 
    
@@ -63,7 +63,7 @@
 
    
         
    
 
    
-
+
           Description
         
    
 
    template <class T>
@@ -83,7 +83,7 @@
           
         
    
 
    
-
+
           Accuracy
         
    
 
    
@@ -95,7 +95,7 @@
           error.
         
    
 
    
-
    Table 46. Errors In the Function expint(z)
    
+
    Table 46. Errors In the Function expint(z)
    
 
    @@ -207,7 +207,7 @@
           slightly over the range [4,6].
         
    
-
+
           Testing
         
    
@@ -222,7 +222,7 @@
           check.
         
    
-
+
           Implementation
         
    
@@ -253,7 +253,7 @@
           [-1,1]. Note that while the rational approximation over [0,6] converges
           rapidly to the minimax solution it is rather ill-conditioned in practice.
           Cody and Thacher
-          [1]
+          [2]
           experienced the same issue and converted the polynomials into Chebeshev
           form to ensure stable computation. By experiment we found that the polynomials
           are just as stable in polynomial as Chebyshev form, provided
@@ -284,7 +284,7 @@
         
    
 
    
-
    [1] 
+
    [2] 
               W. J. Cody and H. C. Thacher, Jr., Rational Chebyshev approximations
               for the exponential integral E1(x), Math. Comp. 22 (1968), 641-649,
               and W. J. Cody and H. C. Thacher, Jr., Chebyshev approximations for
@@ -294,8 +294,9 @@
 
    
 
    
 
 

 
 
 
 
 
    
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/special/expint/expint_n.html b/doc/sf_and_dist/html/math_toolkit/special/expint/expint_n.html
index 0d2608877..e8f3f70a5 100644
--- a/doc/sf_and_dist/html/math_toolkit/special/expint/expint_n.html
+++ b/doc/sf_and_dist/html/math_toolkit/special/expint/expint_n.html
@@ -3,7 +3,7 @@
 
 Exponential Integral En
 
-
+
 
 
 
@@ -28,7 +28,7 @@
         Integral En
 
    
 
    
-
+
           Synopsis
         
    
 
    
@@ -63,7 +63,7 @@
 
    
         
    
 
    
-
+
           Description
         
    
 
    template <class T>
@@ -83,7 +83,7 @@
           
         
    
 
    
-
+
           Accuracy
         
    
 
    
@@ -94,7 +94,7 @@
           the one shown will have effectively zero error.
         
    
 
    
-
    Table 45. Errors In the Function expint(n, z)
    
+
    Table 45. Errors In the Function expint(n, z)
    
 
    @@ -225,7 +225,7 @@
 
    
 
 

    
 
    
 
    
-
+
           Testing
         
    
 
    
@@ -240,7 +240,7 @@
           check.
         
    
 
    
-
+
           Implementation
         
    
 
    
@@ -287,8 +287,9 @@
 
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/special/extern_c.html b/doc/sf_and_dist/html/math_toolkit/special/extern_c.html
index 7028fa2d1..473d8ba41 100644
--- a/doc/sf_and_dist/html/math_toolkit/special/extern_c.html
+++ b/doc/sf_and_dist/html/math_toolkit/special/extern_c.html
@@ -3,7 +3,7 @@
 
 TR1 and C99 external "C" Functions
 
-
+
 
 
 
@@ -37,8 +37,9 @@
 
    
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/special/extern_c/c99.html b/doc/sf_and_dist/html/math_toolkit/special/extern_c/c99.html
index e1ef26c4f..ede3938e9 100644
--- a/doc/sf_and_dist/html/math_toolkit/special/extern_c/c99.html
+++ b/doc/sf_and_dist/html/math_toolkit/special/extern_c/c99.html
@@ -3,7 +3,7 @@
 
 C99 C Functions
 
-
+
 
 
 
@@ -27,7 +27,7 @@
  C99 C Functions
 
    
 
    
-
+
           Supported
           C99 Functions
         
    
@@ -138,7 +138,7 @@
 acosh(2);      // integer argument is treated as a double, returns double.
 
 
    
-
+
           Quick
           Reference
         
    
@@ -458,11 +458,16 @@
           See also trunc
           for the full template (header only) version of this function.
         
    
+
    
+          See also C99
+          ISO Standard
+        
    
 
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/special/extern_c/tr1.html b/doc/sf_and_dist/html/math_toolkit/special/extern_c/tr1.html
index 5252cd7a1..d5bca315c 100644
--- a/doc/sf_and_dist/html/math_toolkit/special/extern_c/tr1.html
+++ b/doc/sf_and_dist/html/math_toolkit/special/extern_c/tr1.html
@@ -3,7 +3,7 @@
 
 C99 and TR1 C Functions Overview
 
-
+
 
 
 
@@ -31,7 +31,8 @@
           
    
 
    
             Many of the special functions included in this library are also a part
-            of the either the C99 standard or the Technical
+            of the either the C99
+            Standard ISO/IEC 9899:1999 or the Technical
             Report on C++ Library Extensions. Therefore this library includes
             a thin wrapper header boost/math/tr1.hpp
             that provides compatibility with these two standards.
@@ -54,10 +55,10 @@
             
 
  • 
               The functions have extern "C" linkage, and so are usable
-              from other languages.
+              from other languages (not just C and C++).
             
    • 
 
  • 
-              Standard compatibility.
+              C99 and C++ TR1 Standard compatibility.
             
    • 
 
    
 
    
@@ -288,7 +289,7 @@
           
           
    
 
    
-
+
             Usage
             Recomendations
           
    
@@ -341,7 +342,7 @@
           
           
    
 
    
-
+
             Supported
             C99 Functions
           
    
@@ -445,7 +446,7 @@
           
           
    
 
    
-
+
             Supported
             TR1 Functions
           
    
@@ -584,7 +585,7 @@
           
           
    
 
    
-
+
             Currently
             Unsupported C99 Functions
           
    
@@ -655,7 +656,7 @@
           
           
    
 
    
-
+
             Currently
             Unsupported TR1 Functions
           
    
@@ -678,8 +679,9 @@
 
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/special/extern_c/tr1_ref.html b/doc/sf_and_dist/html/math_toolkit/special/extern_c/tr1_ref.html
index 44c3691dc..4371ca9e9 100644
--- a/doc/sf_and_dist/html/math_toolkit/special/extern_c/tr1_ref.html
+++ b/doc/sf_and_dist/html/math_toolkit/special/extern_c/tr1_ref.html
@@ -3,7 +3,7 @@
 
 TR1 C Functions Quick Reference
 
-
+
 
 
 
@@ -28,7 +28,7 @@
         Quick Reference
 
    
 
    
-
+
           Supported
           TR1 Functions
         
    
@@ -163,7 +163,7 @@
 expint(2);      // integer argument is treated as a double, returns double.
 
 
    
-
+
           Quick
           Reference
         
    
@@ -495,7 +495,7 @@
           for the full template (header only) version of this function.
         
    
 
    
-
+
           Currently
           Unsupported TR1 Functions
         
    
@@ -516,15 +516,16 @@
     		Note
 
    
 
    
-            Thes two functions are not implemented as they are not believed to be
+            These two functions are not implemented as they are not believed to be
             numerically stable.
           
    
 
    
 
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/special/factorials.html b/doc/sf_and_dist/html/math_toolkit/special/factorials.html
index 297bdbc9a..0daf635cf 100644
--- a/doc/sf_and_dist/html/math_toolkit/special/factorials.html
+++ b/doc/sf_and_dist/html/math_toolkit/special/factorials.html
@@ -3,7 +3,7 @@
 
 Factorials and Binomial Coefficients
 
-
+
 
 
 
@@ -41,8 +41,9 @@
 
    
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/special/factorials/sf_binomial.html b/doc/sf_and_dist/html/math_toolkit/special/factorials/sf_binomial.html
index 25697850d..75b8c97d4 100644
--- a/doc/sf_and_dist/html/math_toolkit/special/factorials/sf_binomial.html
+++ b/doc/sf_and_dist/html/math_toolkit/special/factorials/sf_binomial.html
@@ -3,7 +3,7 @@
 
 Binomial Coefficients
 
-
+
 
 
 
@@ -65,7 +65,7 @@
           if the result is too large to represent in type T.
         
    
 
    
-
+
           Accuracy
         
    
 
    
@@ -74,14 +74,14 @@
           function for larger arguments.
         
    
 
    
-
+
           Testing
         
    
 
    
           The spot tests for the binomial coefficients use data generated by functions.wolfram.com.
         
    
 
    
-
+
           Implementation
         
    
 
    
@@ -108,8 +108,9 @@
 
    
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/special/factorials/sf_double_factorial.html b/doc/sf_and_dist/html/math_toolkit/special/factorials/sf_double_factorial.html
index dde4fde79..1b8b3dc07 100644
--- a/doc/sf_and_dist/html/math_toolkit/special/factorials/sf_double_factorial.html
+++ b/doc/sf_and_dist/html/math_toolkit/special/factorials/sf_double_factorial.html
@@ -3,7 +3,7 @@
 
 Double Factorial
 
-
+
 
 
 
@@ -64,7 +64,7 @@
           of i! is possible.
         
    
 
    
-
+
           Accuracy
         
    
 
    
@@ -72,14 +72,14 @@
           so error rates should be no more than a couple of epsilon higher.
         
    
 
    
-
+
           Testing
         
    
 
    
           The spot tests for the double factorial use data generated by functions.wolfram.com.
         
    
 
    
-
+
           Implementation
         
    
 
    
@@ -101,8 +101,9 @@
 
    
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/special/factorials/sf_factorial.html b/doc/sf_and_dist/html/math_toolkit/special/factorials/sf_factorial.html
index 03fdbc2e3..16f69ede2 100644
--- a/doc/sf_and_dist/html/math_toolkit/special/factorials/sf_factorial.html
+++ b/doc/sf_and_dist/html/math_toolkit/special/factorials/sf_factorial.html
@@ -3,7 +3,7 @@
 
 Factorial
 
-
+
 
 
 
@@ -27,7 +27,7 @@
  Factorial
 
    
 
    
-
+
           Synopsis
         
    
 
    
@@ -54,7 +54,7 @@
 }} // namespaces
 
 
    
-
+
           Description
         
    
 
    template <class T>
@@ -112,7 +112,7 @@
           the size of further tables that depend on the factorials.
         
    
 
    
-
+
           Accuracy
         
    
 
    
@@ -121,7 +121,7 @@
           will be the same as for tgamma.
         
    
 
    
-
+
           Testing
         
    
 
    
@@ -130,7 +130,7 @@
           function handle those cases already.
         
    
 
    
-
+
           Implementation
         
    
 
    
@@ -141,8 +141,9 @@
 
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/special/factorials/sf_falling_factorial.html b/doc/sf_and_dist/html/math_toolkit/special/factorials/sf_falling_factorial.html
index fb03d0bce..23de3200f 100644
--- a/doc/sf_and_dist/html/math_toolkit/special/factorials/sf_falling_factorial.html
+++ b/doc/sf_and_dist/html/math_toolkit/special/factorials/sf_falling_factorial.html
@@ -3,7 +3,7 @@
 
 Falling Factorial
 
-
+
 
 
 
@@ -76,7 +76,7 @@
           the type of the result is T.
         
    
 
    
-
+
           Accuracy
         
    
 
    
@@ -84,14 +84,14 @@
           function.
         
    
 
    
-
+
           Testing
         
    
 
    
           The spot tests for the falling factorials use data generated by functions.wolfram.com.
         
    
 
    
-
+
           Implementation
         
    
 
    
@@ -103,8 +103,9 @@
 
    
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/special/factorials/sf_rising_factorial.html b/doc/sf_and_dist/html/math_toolkit/special/factorials/sf_rising_factorial.html
index 04c9d0b0d..6c63636ab 100644
--- a/doc/sf_and_dist/html/math_toolkit/special/factorials/sf_rising_factorial.html
+++ b/doc/sf_and_dist/html/math_toolkit/special/factorials/sf_rising_factorial.html
@@ -3,7 +3,7 @@
 
 Rising Factorial
 
-
+
 
 
 
@@ -80,7 +80,7 @@
           the type of the result is T.
         
    
 
    
-
+
           Accuracy
         
    
 
    
@@ -88,14 +88,14 @@
           function.
         
    
 
    
-
+
           Testing
         
    
 
    
           The spot tests for the rising factorials use data generated by functions.wolfram.com.
         
    
 
    
-
+
           Implementation
         
    
 
    
@@ -107,8 +107,9 @@
 
    
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/special/fpclass.html b/doc/sf_and_dist/html/math_toolkit/special/fpclass.html
index 692701ac2..54e012d58 100644
--- a/doc/sf_and_dist/html/math_toolkit/special/fpclass.html
+++ b/doc/sf_and_dist/html/math_toolkit/special/fpclass.html
@@ -3,7 +3,7 @@
 
 Floating-Point Classification: Infinities and NaN's
 
-
+
 
 
 
@@ -28,7 +28,7 @@
       Infinities and NaN's
 
    
 
    
-
+
         Synopsis
       
    
 
    #define FP_ZERO        /* implementation specific value */
@@ -58,7 +58,7 @@
         to use these functions.
       
    
 
    
-
+
         Description
       
    
 
    
@@ -219,8 +219,9 @@
 
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/special/inv_hyper.html b/doc/sf_and_dist/html/math_toolkit/special/inv_hyper.html
index 87a25eaf2..3f9d022df 100644
--- a/doc/sf_and_dist/html/math_toolkit/special/inv_hyper.html
+++ b/doc/sf_and_dist/html/math_toolkit/special/inv_hyper.html
@@ -3,7 +3,7 @@
 
 Inverse Hyperbolic Functions
 
-
+
 
 
 
@@ -36,8 +36,9 @@
 
    
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/special/inv_hyper/acosh.html b/doc/sf_and_dist/html/math_toolkit/special/inv_hyper/acosh.html
index 74ef90cea..687fea7cc 100644
--- a/doc/sf_and_dist/html/math_toolkit/special/inv_hyper/acosh.html
+++ b/doc/sf_and_dist/html/math_toolkit/special/inv_hyper/acosh.html
@@ -3,7 +3,7 @@
 
 acosh
 
-
+
 
 
 
@@ -67,14 +67,14 @@
           
         
    
 
    
-
+
           Accuracy
         
    
 
    
           Generally accuracy is to within 1 or 2 epsilon across all supported platforms.
         
    
 
    
-
+
           Testing
         
    
 
    
@@ -90,7 +90,7 @@
           to at least 50 decimal digits.
         
    
 
    
-
+
           Implementation
         
    
 
    
@@ -122,8 +122,9 @@
 
    
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/special/inv_hyper/asinh.html b/doc/sf_and_dist/html/math_toolkit/special/inv_hyper/asinh.html
index f3093bfb2..3fea91ba7 100644
--- a/doc/sf_and_dist/html/math_toolkit/special/inv_hyper/asinh.html
+++ b/doc/sf_and_dist/html/math_toolkit/special/inv_hyper/asinh.html
@@ -3,7 +3,7 @@
 
 asinh
 
-
+
 
 
 
@@ -62,14 +62,14 @@
 
    
         
    
 
    
-
+
           Accuracy
         
    
 
    
           Generally accuracy is to within 1 or 2 epsilon across all supported platforms.
         
    
 
    
-
+
           Testing
         
    
 
    
@@ -85,7 +85,7 @@
           to at least 50 decimal digits.
         
    
 
    
-
+
           Implementation
         
    
 
    
@@ -117,8 +117,9 @@
 
    
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/special/inv_hyper/atanh.html b/doc/sf_and_dist/html/math_toolkit/special/inv_hyper/atanh.html
index e8c55247d..43a7517e1 100644
--- a/doc/sf_and_dist/html/math_toolkit/special/inv_hyper/atanh.html
+++ b/doc/sf_and_dist/html/math_toolkit/special/inv_hyper/atanh.html
@@ -3,11 +3,11 @@
 
 atanh
 
-
+
 
 
 
-
+
 
 
 
@@ -20,7 +20,7 @@
 
    
 
    
 
    
-PrevUpHomeNext
+PrevUpHomeNext
 
    
 
    
 
    
@@ -76,14 +76,14 @@ denoting
           
         
    
 
    
-
+
           Accuracy
         
    
 
    
           Generally accuracy is to within 1 or 2 epsilon across all supported platforms.
         
    
 
    
-
+
           Testing
         
    
 
    
@@ -99,7 +99,7 @@ denoting
           to at least 50 decimal digits.
         
    
 
    
-
+
           Implementation
         
    
 
    
@@ -127,8 +127,9 @@ denoting
 
    
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
@@ -136,7 +137,7 @@ denoting
 
    
 
    
 
    
-PrevUpHomeNext
+PrevUpHomeNext
 
    
 
 
diff --git a/doc/sf_and_dist/html/math_toolkit/special/inv_hyper/inv_hyper_over.html b/doc/sf_and_dist/html/math_toolkit/special/inv_hyper/inv_hyper_over.html
index 884320de9..8b025815d 100644
--- a/doc/sf_and_dist/html/math_toolkit/special/inv_hyper/inv_hyper_over.html
+++ b/doc/sf_and_dist/html/math_toolkit/special/inv_hyper/inv_hyper_over.html
@@ -3,7 +3,7 @@
 
 Inverse Hyperbolic Functions Overview
 
-
+
 
 
 
@@ -148,8 +148,9 @@
 
    
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/special/next_float.html b/doc/sf_and_dist/html/math_toolkit/special/next_float.html
index 472c24a14..119750a8d 100644
--- a/doc/sf_and_dist/html/math_toolkit/special/next_float.html
+++ b/doc/sf_and_dist/html/math_toolkit/special/next_float.html
@@ -3,7 +3,7 @@
 
 Floating-Point Representation Distance (ULP), and Finding Adjacent Floating-Point Values
 
-
+
 
 
 
@@ -66,8 +66,9 @@
 
    
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/special/next_float/float_advance.html b/doc/sf_and_dist/html/math_toolkit/special/next_float/float_advance.html
index 1784da52c..22eb58c5e 100644
--- a/doc/sf_and_dist/html/math_toolkit/special/next_float/float_advance.html
+++ b/doc/sf_and_dist/html/math_toolkit/special/next_float/float_advance.html
@@ -3,7 +3,7 @@
 
 Advancing a Floating Point Value by a Specific Representation Distance (ULP) float_advance
 
-
+
 
 
 
@@ -32,7 +32,7 @@
           number of ULP.
         
    
 
    
-
+
           Synopsis
         
    
 
    
@@ -50,7 +50,7 @@
 }} // namespaces
 
 
    
-
+
           Description
           - float_advance
         
    
@@ -61,8 +61,9 @@
 
    
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/special/next_float/float_distance.html b/doc/sf_and_dist/html/math_toolkit/special/next_float/float_distance.html
index 792868c59..6a593522c 100644
--- a/doc/sf_and_dist/html/math_toolkit/special/next_float/float_distance.html
+++ b/doc/sf_and_dist/html/math_toolkit/special/next_float/float_distance.html
@@ -3,7 +3,7 @@
 
 Calculating the Representation Distance Between Two Floating Point Values (ULP) float_distance
 
-
+
 
 
 
@@ -34,7 +34,7 @@
           different.
         
    
 
    
-
+
           Synopsis
         
    
 
    
@@ -52,7 +52,7 @@
 }} // namespaces
 
 
    
-
+
           Description
           - float_distance
         
    
@@ -95,8 +95,9 @@
 
    
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/special/next_float/float_next.html b/doc/sf_and_dist/html/math_toolkit/special/next_float/float_next.html
index dcc7e03f5..c4f20e2bf 100644
--- a/doc/sf_and_dist/html/math_toolkit/special/next_float/float_next.html
+++ b/doc/sf_and_dist/html/math_toolkit/special/next_float/float_next.html
@@ -3,7 +3,7 @@
 
 Finding the Next Greater Representable Value (float_next)
 
-
+
 
 
 
@@ -28,7 +28,7 @@
         the Next Greater Representable Value (float_next)
 
    
 
    
-
+
           Synopsis
         
    
 
    
@@ -46,7 +46,7 @@
 }} // namespaces
 
 
    
-
+
           Description
           - float_next
         
    
@@ -63,8 +63,9 @@
 
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/special/next_float/float_prior.html b/doc/sf_and_dist/html/math_toolkit/special/next_float/float_prior.html
index 72a295916..101c5a481 100644
--- a/doc/sf_and_dist/html/math_toolkit/special/next_float/float_prior.html
+++ b/doc/sf_and_dist/html/math_toolkit/special/next_float/float_prior.html
@@ -3,7 +3,7 @@
 
 Finding the Next Smaller Representable Value (float_prior)
 
-
+
 
 
 
@@ -28,7 +28,7 @@
         the Next Smaller Representable Value (float_prior)
 
    
 
    
-
+
           Synopsis
         
    
 
    
@@ -46,7 +46,7 @@
 }} // namespaces
 
 
    
-
+
           Description
           - float_prior
         
    
@@ -63,8 +63,9 @@
 
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/special/next_float/nextafter.html b/doc/sf_and_dist/html/math_toolkit/special/next_float/nextafter.html
index 16fb89b17..445b6b4e2 100644
--- a/doc/sf_and_dist/html/math_toolkit/special/next_float/nextafter.html
+++ b/doc/sf_and_dist/html/math_toolkit/special/next_float/nextafter.html
@@ -3,7 +3,7 @@
 
 Finding the Next Representable Value in a Specific Direction (nextafter)
 
-
+
 
 
 
@@ -28,7 +28,7 @@
         the Next Representable Value in a Specific Direction (nextafter)
 
    
 
    
-
+
           Synopsis
         
    
 
    
@@ -46,7 +46,7 @@
 }} // namespaces
 
 
    
-
+
           Description
           - nextafter
         
    
@@ -76,7 +76,7 @@
           returns an overflow_error.
         
    
 
    
-
+
           Examples
           - nextafter
         
    
@@ -97,8 +97,9 @@
 
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/special/powers.html b/doc/sf_and_dist/html/math_toolkit/special/powers.html
index 12dbd7693..d6bf83abb 100644
--- a/doc/sf_and_dist/html/math_toolkit/special/powers.html
+++ b/doc/sf_and_dist/html/math_toolkit/special/powers.html
@@ -3,7 +3,7 @@
 
 Logs, Powers, Roots and Exponentials
 
-
+
 
 
 
@@ -40,8 +40,9 @@
 
    
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/special/powers/cbrt.html b/doc/sf_and_dist/html/math_toolkit/special/powers/cbrt.html
index 1eb6cb106..ede1cea96 100644
--- a/doc/sf_and_dist/html/math_toolkit/special/powers/cbrt.html
+++ b/doc/sf_and_dist/html/math_toolkit/special/powers/cbrt.html
@@ -3,7 +3,7 @@
 
 cbrt
 
-
+
 
 
 
@@ -71,7 +71,7 @@
           
         
    
 
    
-
+
           Accuracy
         
    
 
    
@@ -79,7 +79,7 @@
           should have approximately 2 epsilon accuracy.
         
    
 
    
-
+
           Testing
         
    
 
    
@@ -89,8 +89,9 @@
 
    
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/special/powers/ct_pow.html b/doc/sf_and_dist/html/math_toolkit/special/powers/ct_pow.html
index 3368640a7..b25a723e6 100644
--- a/doc/sf_and_dist/html/math_toolkit/special/powers/ct_pow.html
+++ b/doc/sf_and_dist/html/math_toolkit/special/powers/ct_pow.html
@@ -3,7 +3,7 @@
 
 Compile Time Power of a Runtime Base
 
-
+
 
 
 
@@ -32,7 +32,7 @@
           computes the compile-time integral power of a run-time base.
         
    
 
    
-
+
           Synopsis
         
    
 
    
@@ -49,7 +49,7 @@
 }}
 
 
    
-
+
           Rationale
           and Usage
         
    
@@ -91,7 +91,7 @@
           Only 3 different products were actually computed.
         
    
 
    
-
+
           Return Type
         
    
 
    
@@ -112,7 +112,7 @@
           
 
    
 
    
-
+
           Policies
         
    
 
    
@@ -126,7 +126,7 @@
 
    
         
    
 
    
-
+
           Error
           Handling
         
    
@@ -231,7 +231,7 @@
 double result = pow<-5>(base);
 
 
    
-
+
           Acknowledgements
         
    
 
    
@@ -242,7 +242,7 @@
 improving the implementation.
         
    
 
    
-
+
           References
         
    
 
    
@@ -252,8 +252,9 @@ improving the implementation.
 
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/special/powers/expm1.html b/doc/sf_and_dist/html/math_toolkit/special/powers/expm1.html
index 45d064347..6fb73dba0 100644
--- a/doc/sf_and_dist/html/math_toolkit/special/powers/expm1.html
+++ b/doc/sf_and_dist/html/math_toolkit/special/powers/expm1.html
@@ -3,7 +3,7 @@
 
 expm1
 
-
+
 
 
 
@@ -80,7 +80,7 @@
           
         
    
 
    
-
+
           Accuracy
         
    
 
    
@@ -88,7 +88,7 @@
           should have approximately 1 epsilon accuracy.
         
    
 
    
-
+
           Testing
         
    
 
    
@@ -98,8 +98,9 @@
 
    
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/special/powers/hypot.html b/doc/sf_and_dist/html/math_toolkit/special/powers/hypot.html
index 29e476674..a5ed71acd 100644
--- a/doc/sf_and_dist/html/math_toolkit/special/powers/hypot.html
+++ b/doc/sf_and_dist/html/math_toolkit/special/powers/hypot.html
@@ -3,7 +3,7 @@
 
 hypot
 
-
+
 
 
 
@@ -58,7 +58,7 @@ in such a
           representable.
         
    
 
    
-
+
           Implementation
         
    
 
    
@@ -78,8 +78,9 @@ in such a
 
    
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/special/powers/log1p.html b/doc/sf_and_dist/html/math_toolkit/special/powers/log1p.html
index 1871fab5c..2151dd95e 100644
--- a/doc/sf_and_dist/html/math_toolkit/special/powers/log1p.html
+++ b/doc/sf_and_dist/html/math_toolkit/special/powers/log1p.html
@@ -3,7 +3,7 @@
 
 log1p
 
-
+
 
 
 
@@ -93,7 +93,7 @@
           
         
    
 
    
-
+
           Accuracy
         
    
 
    
@@ -101,7 +101,7 @@
           should have approximately 1 epsilon accuracy.
         
    
 
    
-
+
           Testing
         
    
 
    
@@ -111,8 +111,9 @@
 
    
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/special/powers/powm1.html b/doc/sf_and_dist/html/math_toolkit/special/powers/powm1.html
index b40458a81..4803005b0 100644
--- a/doc/sf_and_dist/html/math_toolkit/special/powers/powm1.html
+++ b/doc/sf_and_dist/html/math_toolkit/special/powers/powm1.html
@@ -3,7 +3,7 @@
 
 powm1
 
-
+
 
 
 
@@ -74,14 +74,14 @@
           
         
    
 
    
-
+
           Accuracy
         
    
 
    
           Should have approximately 2-3 epsilon accuracy.
         
    
 
    
-
+
           Testing
         
    
 
    
@@ -91,8 +91,9 @@
 
    
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/special/powers/sqrt1pm1.html b/doc/sf_and_dist/html/math_toolkit/special/powers/sqrt1pm1.html
index 2aae1433c..7cfd14c96 100644
--- a/doc/sf_and_dist/html/math_toolkit/special/powers/sqrt1pm1.html
+++ b/doc/sf_and_dist/html/math_toolkit/special/powers/sqrt1pm1.html
@@ -3,7 +3,7 @@
 
 sqrt1pm1
 
-
+
 
 
 
@@ -76,7 +76,7 @@
           
         
    
 
    
-
+
           Accuracy
         
    
 
    
@@ -84,7 +84,7 @@
           should have approximately 3 epsilon accuracy.
         
    
 
    
-
+
           Testing
         
    
 
    
@@ -94,8 +94,9 @@
 
    
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/special/rounding.html b/doc/sf_and_dist/html/math_toolkit/special/rounding.html
index c47725f13..9419da32b 100644
--- a/doc/sf_and_dist/html/math_toolkit/special/rounding.html
+++ b/doc/sf_and_dist/html/math_toolkit/special/rounding.html
@@ -3,7 +3,7 @@
 
 Rounding Truncation and Integer Conversion
 
-
+
 
 
 
@@ -36,8 +36,9 @@
 
    
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/special/rounding/modf.html b/doc/sf_and_dist/html/math_toolkit/special/rounding/modf.html
index 57a1924d7..d93493a03 100644
--- a/doc/sf_and_dist/html/math_toolkit/special/rounding/modf.html
+++ b/doc/sf_and_dist/html/math_toolkit/special/rounding/modf.html
@@ -3,7 +3,7 @@
 
 Integer and Fractional Part Splitting (modf)
 
-
+
 
 
 
@@ -70,8 +70,9 @@
 
    
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/special/rounding/round.html b/doc/sf_and_dist/html/math_toolkit/special/rounding/round.html
index ce004a0e4..d0f201cc7 100644
--- a/doc/sf_and_dist/html/math_toolkit/special/rounding/round.html
+++ b/doc/sf_and_dist/html/math_toolkit/special/rounding/round.html
@@ -3,7 +3,7 @@
 
 Rounding Functions
 
-
+
 
 
 
@@ -71,8 +71,9 @@
 
    
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/special/rounding/trunc.html b/doc/sf_and_dist/html/math_toolkit/special/rounding/trunc.html
index 42e542935..b740d9f4c 100644
--- a/doc/sf_and_dist/html/math_toolkit/special/rounding/trunc.html
+++ b/doc/sf_and_dist/html/math_toolkit/special/rounding/trunc.html
@@ -3,7 +3,7 @@
 
 Truncation Functions
 
-
+
 
 
 
@@ -73,8 +73,9 @@
 
    
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/special/sf_beta.html b/doc/sf_and_dist/html/math_toolkit/special/sf_beta.html
index c037f6bfe..10cc31c4a 100644
--- a/doc/sf_and_dist/html/math_toolkit/special/sf_beta.html
+++ b/doc/sf_and_dist/html/math_toolkit/special/sf_beta.html
@@ -3,7 +3,7 @@
 
 Beta Functions
 
-
+
 
 
 
@@ -38,8 +38,9 @@
 
    
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/special/sf_beta/beta_derivative.html b/doc/sf_and_dist/html/math_toolkit/special/sf_beta/beta_derivative.html
index 3ca0a3383..fab04609f 100644
--- a/doc/sf_and_dist/html/math_toolkit/special/sf_beta/beta_derivative.html
+++ b/doc/sf_and_dist/html/math_toolkit/special/sf_beta/beta_derivative.html
@@ -3,7 +3,7 @@
 
 Derivative of the Incomplete Beta Function
 
-
+
 
 
 
@@ -28,7 +28,7 @@
         of the Incomplete Beta Function
 
    
 
    
-
+
           Synopsis
         
    
 
    
@@ -49,7 +49,7 @@
 }} // namespaces
 
 
    
-
+
           Description
         
    
 
    
@@ -76,14 +76,14 @@
 
    
         
    
 
    
-
+
           Accuracy
         
    
 
    
           Almost identical to the incomplete beta function ibeta.
         
    
 
    
-
+
           Implementation
         
    
 
    
@@ -94,8 +94,9 @@
 
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/special/sf_beta/beta_function.html b/doc/sf_and_dist/html/math_toolkit/special/sf_beta/beta_function.html
index dbbdda269..4fca72d98 100644
--- a/doc/sf_and_dist/html/math_toolkit/special/sf_beta/beta_function.html
+++ b/doc/sf_and_dist/html/math_toolkit/special/sf_beta/beta_function.html
@@ -3,7 +3,7 @@
 
 Beta
 
-
+
 
 
 
@@ -27,7 +27,7 @@
  Beta
 
    
 
    
-
+
           Synopsis
         
    
 
    
@@ -48,7 +48,7 @@
 }} // namespaces
 
 
    
-
+
           Description
         
    
 
    
@@ -86,7 +86,7 @@
           type calculation rules when T1 and T2 are different types.
         
    
 
    
-
+
           Accuracy
         
    
 
    
@@ -98,7 +98,7 @@
           zero error.
         
    
 
    
-
    Table 22. Peak Errors In the Beta Function
    
+
    Table 22. Peak Errors In the Beta Function
    
 
    @@ -244,7 +244,7 @@
           very small.
         
    
-
+
           Testing
         
    
@@ -253,7 +253,7 @@
           at 1000-bit precision.
         
    
-
+
           Implementation
         
    
@@ -319,8 +319,9 @@
 
 
    
 
 

 
 
 
 
    
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/special/sf_beta/ibeta_function.html b/doc/sf_and_dist/html/math_toolkit/special/sf_beta/ibeta_function.html
index 530a4fadc..d57142c41 100644
--- a/doc/sf_and_dist/html/math_toolkit/special/sf_beta/ibeta_function.html
+++ b/doc/sf_and_dist/html/math_toolkit/special/sf_beta/ibeta_function.html
@@ -3,7 +3,7 @@
 
 Incomplete Beta Functions
 
-
+
 
 
 
@@ -28,13 +28,13 @@
         Beta Functions
 
    
 
    
-
+
           Synopsis
         
    
 
    
           
 
    
-
    #include <boost/math/special_functions/gamma.hpp>
+
    #include <boost/math/special_functions/beta.hpp>
 
    
 
    
         
    
@@ -67,7 +67,7 @@
 }} // namespaces
 
    
 
    
-
+
           Description
         
    
 
    
@@ -153,7 +153,7 @@
           
         
    
 
    
-
+
           Accuracy
         
    
 
    
@@ -172,7 +172,7 @@
           with the wider exponent range of the long double types.
         
    
 
    
-
    Table 23. Errors In the Function ibeta(a,b,x)
    
+
    Table 23. Errors In the Function ibeta(a,b,x)
    
 
    @@ -359,7 +359,7 @@
 
    
 
 

    
 
    
 
    
-
    Table 24. Errors In the Function ibetac(a,b,x)
    
+
    Table 24. Errors In the Function ibetac(a,b,x)
    
 
    @@ -526,7 +526,7 @@
 
    
 
 

    
 
    
 
    
-
    Table 25. Errors In the Function beta(a, b, x)
    
+
    Table 25. Errors In the Function beta(a, b, x)
    
 
    @@ -693,7 +693,7 @@
 
    
 
 

    
 
    
 
    
-
    Table 26. Errors In the Function betac(a,b,x)
    
+
    Table 26. Errors In the Function betac(a,b,x)
    
 
    @@ -860,7 +860,7 @@
 
    
 
 

    
 
    
 
    
-
+
           Testing
         
    
 
    
@@ -878,7 +878,7 @@
           have test data that is fully independent of the code.
         
    
 
    
-
+
           Implementation
         
    
 
    
@@ -961,8 +961,9 @@
 
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/special/sf_beta/ibeta_inv_function.html b/doc/sf_and_dist/html/math_toolkit/special/sf_beta/ibeta_inv_function.html
index a1bfbbe4e..3559dc798 100644
--- a/doc/sf_and_dist/html/math_toolkit/special/sf_beta/ibeta_inv_function.html
+++ b/doc/sf_and_dist/html/math_toolkit/special/sf_beta/ibeta_inv_function.html
@@ -3,7 +3,7 @@
 
 The Incomplete Beta Function Inverses
 
-
+
 
 
 
@@ -87,7 +87,7 @@
 }} // namespaces
 
 
    
-
+
           Description
         
    
 
    
@@ -323,7 +323,7 @@
 
    
         
    
 
    
-
+
           Accuracy
         
    
 
    
@@ -335,7 +335,7 @@
           or 1.
         
    
 
    
-
+
           Testing
         
    
 
    
@@ -359,7 +359,7 @@
           
 
    
 
    
-
+
           Implementation
           of ibeta_inv and ibetac_inv
         
    
@@ -527,7 +527,7 @@
           rapidly converges on the true value.
         
    
 
    
-
+
           Implementation
           of inverses on the a and b parameters
         
    
@@ -554,8 +554,9 @@
 
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/special/sf_erf.html b/doc/sf_and_dist/html/math_toolkit/special/sf_erf.html
index 244d38a54..71bebe841 100644
--- a/doc/sf_and_dist/html/math_toolkit/special/sf_erf.html
+++ b/doc/sf_and_dist/html/math_toolkit/special/sf_erf.html
@@ -3,7 +3,7 @@
 
 Error Functions
 
-
+
 
 
 
@@ -35,8 +35,9 @@
 
    
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/special/sf_erf/error_function.html b/doc/sf_and_dist/html/math_toolkit/special/sf_erf/error_function.html
index bcbe13906..34e6b9c5d 100644
--- a/doc/sf_and_dist/html/math_toolkit/special/sf_erf/error_function.html
+++ b/doc/sf_and_dist/html/math_toolkit/special/sf_erf/error_function.html
@@ -3,7 +3,7 @@
 
 Error Functions
 
-
+
 
 
 
@@ -28,7 +28,7 @@
         Functions
 
    
 
    
-
+
           Synopsis
         
    
 
    
@@ -69,7 +69,7 @@
 
    
         
    
 
    
-
+
           Description
         
    
 
    template <class T>
@@ -106,7 +106,7 @@
           
         
    
 
    
-
+
           Accuracy
         
    
 
    
@@ -119,7 +119,7 @@
           the one shown will have effectively zero error.
         
    
 
    
-
    Table 27. Errors In the Function erf(z)
    
+
    Table 27. Errors In the Function erf(z)
    
 
    @@ -325,7 +325,7 @@
 
    
 
 

    
 
    
 
    
-
    Table 28. Errors In the Function erfc(z)
    
+
    Table 28. Errors In the Function erfc(z)
    
 
    @@ -531,7 +531,7 @@
 
    
 
 

    
 
    
 
    
-
+
           Testing
         
    
 
    
@@ -546,7 +546,7 @@
           check.
         
    
 
    
-
+
           Implementation
         
    
 
    
@@ -623,8 +623,9 @@
 
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/special/sf_erf/error_inv.html b/doc/sf_and_dist/html/math_toolkit/special/sf_erf/error_inv.html
index ae0f1b339..d7dfb9df1 100644
--- a/doc/sf_and_dist/html/math_toolkit/special/sf_erf/error_inv.html
+++ b/doc/sf_and_dist/html/math_toolkit/special/sf_erf/error_inv.html
@@ -3,7 +3,7 @@
 
 Error Function Inverses
 
-
+
 
 
 
@@ -28,7 +28,7 @@
         Inverses
 
    
 
    
-
+
           Synopsis
         
    
 
    
@@ -69,7 +69,7 @@
 
    
         
    
 
    
-
+
           Description
         
    
 
    template <class T>
@@ -103,7 +103,7 @@
           
         
    
 
    
-
+
           Accuracy
         
    
 
    
@@ -113,7 +113,7 @@
           error functions.
         
    
 
    
-
+
           Testing
         
    
 
    
@@ -135,7 +135,7 @@
           
 
 
    
-
+
           Implementation
         
    
 
    
@@ -195,8 +195,9 @@
 
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/special/sf_gamma.html b/doc/sf_and_dist/html/math_toolkit/special/sf_gamma.html
index 87464f0ee..0ea803105 100644
--- a/doc/sf_and_dist/html/math_toolkit/special/sf_gamma.html
+++ b/doc/sf_and_dist/html/math_toolkit/special/sf_gamma.html
@@ -3,7 +3,7 @@
 
 Gamma Functions
 
-
+
 
 
 
@@ -42,8 +42,9 @@
 
    
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/special/sf_gamma/digamma.html b/doc/sf_and_dist/html/math_toolkit/special/sf_gamma/digamma.html
index 0ebfa71d1..749cf5b11 100644
--- a/doc/sf_and_dist/html/math_toolkit/special/sf_gamma/digamma.html
+++ b/doc/sf_and_dist/html/math_toolkit/special/sf_gamma/digamma.html
@@ -3,7 +3,7 @@
 
 Digamma
 
-
+
 
 
 
@@ -27,7 +27,7 @@
  Digamma
 
    
 
    
-
+
           Synopsis
         
    
 
    
@@ -48,7 +48,7 @@
 }} // namespaces
 
 
    
-
+
           Description
         
    
 
    
@@ -82,7 +82,7 @@
           T otherwise.
         
    
 
    
-
+
           Accuracy
         
    
 
    
@@ -270,7 +270,7 @@
           absolute error will remain very low.
         
    
 
    
-
+
           Testing
         
    
 
    
@@ -280,7 +280,7 @@
           see below).
         
    
 
    
-
+
           Implementation
         
    
 
    
@@ -379,8 +379,9 @@
 
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/special/sf_gamma/gamma_derivatives.html b/doc/sf_and_dist/html/math_toolkit/special/sf_gamma/gamma_derivatives.html
index 31fca97cb..bfa87142b 100644
--- a/doc/sf_and_dist/html/math_toolkit/special/sf_gamma/gamma_derivatives.html
+++ b/doc/sf_and_dist/html/math_toolkit/special/sf_gamma/gamma_derivatives.html
@@ -3,7 +3,7 @@
 
 Derivative of the Incomplete Gamma Function
 
-
+
 
 
 
@@ -28,7 +28,7 @@
         of the Incomplete Gamma Function
 
    
 
    
-
+
           Synopsis
         
    
 
    
@@ -49,7 +49,7 @@
 }} // namespaces
 
 
    
-
+
           Description
         
    
 
    
@@ -80,7 +80,7 @@
           otherwise the return type is simply T1.
         
    
 
    
-
+
           Accuracy
         
    
 
    
@@ -88,7 +88,7 @@
           refer to the documentation for that function for more information.
         
    
 
    
-
+
           Implementation
         
    
 
    
@@ -99,8 +99,9 @@
 
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/special/sf_gamma/gamma_ratios.html b/doc/sf_and_dist/html/math_toolkit/special/sf_gamma/gamma_ratios.html
index be5e0ce79..363421eb0 100644
--- a/doc/sf_and_dist/html/math_toolkit/special/sf_gamma/gamma_ratios.html
+++ b/doc/sf_and_dist/html/math_toolkit/special/sf_gamma/gamma_ratios.html
@@ -3,7 +3,7 @@
 
 Ratios of Gamma Functions
 
-
+
 
 
 
@@ -51,7 +51,7 @@
 }} // namespaces
 
 
    
-
+
           Description
         
    
 
    template <class T1, class T2> 
@@ -117,7 +117,7 @@
           
         
    
 
    
-
+
           Accuracy
         
    
 
    
@@ -127,7 +127,7 @@
           effectively zero error.
         
    
 
    
-
    Table 16. Errors In the Function tgamma_delta_ratio(a, delta)
    
+
    Table 16. Errors In the Function tgamma_delta_ratio(a, delta)
    
 
    @@ -230,7 +230,7 @@
 
    
 
 

    
 
    
 
    
-
    Table 17. Errors In the Function tgamma_ratio(a,
+
    Table 17. Errors In the Function tgamma_ratio(a,
         b)
    
 
    
@@ -329,7 +329,7 @@
 
    
 
    
 
    
-
+
           Testing
         
    
 
    
@@ -338,7 +338,7 @@
           a deliberately naive calculation of Γ(x)/Γ(y).
         
    
 
    
-
+
           Implementation
         
    
 
    
@@ -355,8 +355,9 @@
 
    
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/special/sf_gamma/igamma.html b/doc/sf_and_dist/html/math_toolkit/special/sf_gamma/igamma.html
index 965d9900c..20449c1b7 100644
--- a/doc/sf_and_dist/html/math_toolkit/special/sf_gamma/igamma.html
+++ b/doc/sf_and_dist/html/math_toolkit/special/sf_gamma/igamma.html
@@ -3,7 +3,7 @@
 
 Incomplete Gamma Functions
 
-
+
 
 
 
@@ -28,7 +28,7 @@
         Functions
 
    
 
    
-
+
           Synopsis
         
    
 
    
@@ -67,7 +67,7 @@
 }} // namespaces
 
 
    
-
+
           Description
         
    
 
    
@@ -160,7 +160,7 @@
           
         
    
 
    
-
+
           Accuracy
         
    
 
    
@@ -185,7 +185,7 @@
           All values are in units of epsilon.
         
    
 
    
-
    Table 18. Errors In the Function gamma_p(a,z)
    
+
    Table 18. Errors In the Function gamma_p(a,z)
    
 
    @@ -372,7 +372,7 @@
 
    
 
 

    
 
    
 
    
-
    Table 19. Errors In the Function gamma_q(a,z)
    
+
    Table 19. Errors In the Function gamma_q(a,z)
    
 
    @@ -558,7 +558,7 @@
 
    
 
 

    
 
    
 
    
-
    Table 20. Errors In the Function tgamma_lower(a,z)
    
+
    Table 20. Errors In the Function tgamma_lower(a,z)
    
 
    @@ -693,7 +693,7 @@
 
    
 
 

    
 
    
 
    
-
    Table 21. Errors In the Function tgamma(a,z)
    
+
    Table 21. Errors In the Function tgamma(a,z)
    
 
    @@ -828,7 +828,7 @@
 
    
 
 

    
 
    
 
    
-
+
           Testing
         
    
 
    
@@ -844,7 +844,7 @@
           fraction (see below) is unstable for small a and z.
         
    
 
    
-
+
           Implementation
         
    
 
    
@@ -1013,7 +1013,7 @@
           by Temme (see references below).
         
    
 
    
-
+
           References
         
    
 
      
@@ -1039,8 +1039,9 @@
 
    
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/special/sf_gamma/igamma_inv.html b/doc/sf_and_dist/html/math_toolkit/special/sf_gamma/igamma_inv.html
index f3a8f77a5..2ac628350 100644
--- a/doc/sf_and_dist/html/math_toolkit/special/sf_gamma/igamma_inv.html
+++ b/doc/sf_and_dist/html/math_toolkit/special/sf_gamma/igamma_inv.html
@@ -3,7 +3,7 @@
 
 Incomplete Gamma Function Inverses
 
-
+
 
 
 
@@ -28,7 +28,7 @@
         Gamma Function Inverses
 
    
 
    
-
+
           Synopsis
         
    
 
    
@@ -67,7 +67,7 @@
 }} // namespaces
 
 
    
-
+
           Description
         
    
 
    
@@ -173,7 +173,7 @@
           0.
         
    
 
    
-
+
           Accuracy
         
    
 
    
@@ -187,7 +187,7 @@
           functions.
         
    
 
    
-
+
           Testing
         
    
 
    
@@ -210,7 +210,7 @@
           
 
 
    
-
+
           Implementation
         
    
 
    
@@ -249,8 +249,9 @@
 
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/special/sf_gamma/lgamma.html b/doc/sf_and_dist/html/math_toolkit/special/sf_gamma/lgamma.html
index a18e9769b..d240daca7 100644
--- a/doc/sf_and_dist/html/math_toolkit/special/sf_gamma/lgamma.html
+++ b/doc/sf_and_dist/html/math_toolkit/special/sf_gamma/lgamma.html
@@ -3,7 +3,7 @@
 
 Log Gamma
 
-
+
 
 
 
@@ -27,7 +27,7 @@
  Log Gamma
 
    
 
    
-
+
           Synopsis
         
    
 
    
@@ -54,7 +54,7 @@
 }} // namespaces
 
 
    
-
+
           Description
         
    
 
    
@@ -98,7 +98,7 @@
           T otherwise.
         
    
 
    
-
+
           Accuracy
         
    
 
    
@@ -349,7 +349,7 @@
 
    
 
    
 
    
-
+
           Testing
         
    
 
    
@@ -360,7 +360,7 @@
           Random tests in key problem areas are also used.
         
    
 
    
-
+
           Implementation
         
    
 
    
@@ -472,8 +472,9 @@
 
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/special/sf_gamma/tgamma.html b/doc/sf_and_dist/html/math_toolkit/special/sf_gamma/tgamma.html
index b37e57c77..3a615879e 100644
--- a/doc/sf_and_dist/html/math_toolkit/special/sf_gamma/tgamma.html
+++ b/doc/sf_and_dist/html/math_toolkit/special/sf_gamma/tgamma.html
@@ -3,7 +3,7 @@
 
 Gamma
 
-
+
 
 
 
@@ -27,7 +27,7 @@
  Gamma
 
    
 
    
-
+
           Synopsis
         
    
 
    
@@ -54,7 +54,7 @@
 }} // namespaces
 
 
    
-
+
           Description
         
    
 
    template <class T>
@@ -129,7 +129,7 @@
 
    
         
    
 
    
-
+
           Accuracy
         
    
 
    
@@ -384,7 +384,7 @@
 
    
 
    
 
    
-
+
           Testing
         
    
 
    
@@ -399,7 +399,7 @@
           a lanczos approximation accurate to around 100 decimal digits.
         
    
 
    
-
+
           Implementation
         
    
 
    
@@ -464,8 +464,9 @@
 
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/special/sf_poly.html b/doc/sf_and_dist/html/math_toolkit/special/sf_poly.html
index 4e0252e00..d2a065652 100644
--- a/doc/sf_and_dist/html/math_toolkit/special/sf_poly.html
+++ b/doc/sf_and_dist/html/math_toolkit/special/sf_poly.html
@@ -3,7 +3,7 @@
 
 Polynomials
 
-
+
 
 
 
@@ -37,8 +37,9 @@
 
    
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/special/sf_poly/hermite.html b/doc/sf_and_dist/html/math_toolkit/special/sf_poly/hermite.html
index a1457570c..c32378921 100644
--- a/doc/sf_and_dist/html/math_toolkit/special/sf_poly/hermite.html
+++ b/doc/sf_and_dist/html/math_toolkit/special/sf_poly/hermite.html
@@ -3,7 +3,7 @@
 
 Hermite Polynomials
 
-
+
 
 
 
@@ -27,7 +27,7 @@
  Hermite Polynomials
 
    
 
    
-
+
           Synopsis
         
    
 
    
@@ -51,7 +51,7 @@
 }} // namespaces
 
 
    
-
+
           Description
         
    
 
    
@@ -136,7 +136,7 @@
 
 
 
    
-
+
           Accuracy
         
    
 
    
@@ -146,7 +146,7 @@
           zero error.
         
    
 
    
-
    Table 34. Peak Errors In the Hermite Polynomial
    
+
    Table 34. Peak Errors In the Hermite Polynomial
    
 
    @@ -253,7 +253,7 @@
           is very close to a root.
         
    
-
+
           Testing
         
    
@@ -263,7 +263,7 @@
           precision.
         
    
-
+
           Implementation
         
    
@@ -274,8 +274,9 @@
 
 
    
 
 

 
 
 
 
    
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/special/sf_poly/laguerre.html b/doc/sf_and_dist/html/math_toolkit/special/sf_poly/laguerre.html
index 1bc913de0..4ba7a3ae6 100644
--- a/doc/sf_and_dist/html/math_toolkit/special/sf_poly/laguerre.html
+++ b/doc/sf_and_dist/html/math_toolkit/special/sf_poly/laguerre.html
@@ -3,7 +3,7 @@
 
 Laguerre (and Associated) Polynomials
 
-
+
 
 
 
@@ -28,7 +28,7 @@
         Associated) Polynomials
 
    
 
    
-
+
           Synopsis
         
    
 
    
@@ -62,7 +62,7 @@
 }} // namespaces
 
 
    
-
+
           Description
         
    
 
    
@@ -210,7 +210,7 @@
 
 
 
    
-
+
           Accuracy
         
    
 
    
@@ -220,7 +220,7 @@
           zero error.
         
    
 
    
-
    Table 32. Peak Errors In the Laguerre Polynomial
    
+
    Table 32. Peak Errors In the Laguerre Polynomial
    
 
    @@ -320,7 +320,7 @@
 
    
 
 

    
 
    
 
    
-
    Table 33. Peak Errors In the Associated Laguerre
+
    Table 33. Peak Errors In the Associated Laguerre
         Polynomial
    
 
    
@@ -429,7 +429,7 @@
           is very close to a root.
         
    
-
+
           Testing
         
    
@@ -439,7 +439,7 @@
           precision.
         
    
-
+
           Implementation
         
    
@@ -450,8 +450,9 @@
 
 
    
 
 
 
 
    
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/special/sf_poly/legendre.html b/doc/sf_and_dist/html/math_toolkit/special/sf_poly/legendre.html
index b8ff55b3f..4393af856 100644
--- a/doc/sf_and_dist/html/math_toolkit/special/sf_poly/legendre.html
+++ b/doc/sf_and_dist/html/math_toolkit/special/sf_poly/legendre.html
@@ -3,7 +3,7 @@
 
 Legendre (and Associated) Polynomials
 
-
+
 
 
 
@@ -28,7 +28,7 @@
         Associated) Polynomials
 
    
 
    
-
+
           Synopsis
         
    
 
    
@@ -84,7 +84,7 @@
 
    
         
    
 
    
-
+
           Description
         
    
 
    template <class T>
@@ -292,7 +292,7 @@
 
 
 
    
-
+
           Accuracy
         
    
 
    
@@ -302,7 +302,7 @@
           zero error.
         
    
 
    
-
    Table 29. Peak Errors In the Legendre P Function
    
+
    Table 29. Peak Errors In the Legendre P Function
    
 
    @@ -431,7 +431,7 @@
 
    
 
 

    
 
    
 
    
-
    Table 30. Peak Errors In the Associated Legendre
+
    Table 30. Peak Errors In the Associated Legendre
         P Function
    
 
    
@@ -533,7 +533,7 @@
 
    
 
    
 
    
-
    Table 31. Peak Errors In the Legendre Q Function
    
+
    Table 31. Peak Errors In the Legendre Q Function
    
 
    @@ -675,7 +675,7 @@
           given here.
         
    
-
+
           Testing
         
    
@@ -685,7 +685,7 @@
           precision.
         
    
-
+
           Implementation
         
    
@@ -696,8 +696,9 @@
 
 
    
 
 

 
 
 
 
    
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/special/sf_poly/sph_harm.html b/doc/sf_and_dist/html/math_toolkit/special/sf_poly/sph_harm.html
index 6a6e2c970..0e3915fa7 100644
--- a/doc/sf_and_dist/html/math_toolkit/special/sf_poly/sph_harm.html
+++ b/doc/sf_and_dist/html/math_toolkit/special/sf_poly/sph_harm.html
@@ -3,7 +3,7 @@
 
 Spherical Harmonics
 
-
+
 
 
 
@@ -27,7 +27,7 @@
  Spherical Harmonics
 
    
 
    
-
+
           Synopsis
         
    
 
    
@@ -60,7 +60,7 @@
 }} // namespaces
 
 
    
-
+
           Description
         
    
 
    
@@ -155,7 +155,7 @@
           
         
    
 
    
-
+
           Accuracy
         
    
 
    
@@ -170,7 +170,7 @@
           All values are in units of epsilon.
         
    
 
    
-
    Table 35. Peak Errors In the Sperical Harmonic Functions
    
+
    Table 35. Peak Errors In the Sperical Harmonic Functions
    
 
    @@ -276,7 +276,7 @@
           arbitrarily large when the function is very close to a root.
         
    
-
+
           Testing
         
    
@@ -286,7 +286,7 @@
           precision.
         
    
-
+
           Implementation
         
    
@@ -301,8 +301,9 @@
 
 
    
 
 

 
 
 
 
    
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/special/sinc.html b/doc/sf_and_dist/html/math_toolkit/special/sinc.html
index 441896b38..3dc430c34 100644
--- a/doc/sf_and_dist/html/math_toolkit/special/sinc.html
+++ b/doc/sf_and_dist/html/math_toolkit/special/sinc.html
@@ -3,7 +3,7 @@
 
 Sinus Cardinal and Hyperbolic Sinus Cardinal Functions
 
-
+
 
 
 
@@ -36,8 +36,9 @@
 
    
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/special/sinc/sinc_overview.html b/doc/sf_and_dist/html/math_toolkit/special/sinc/sinc_overview.html
index 4197dccb6..cdf6bd82b 100644
--- a/doc/sf_and_dist/html/math_toolkit/special/sinc/sinc_overview.html
+++ b/doc/sf_and_dist/html/math_toolkit/special/sinc/sinc_overview.html
@@ -3,7 +3,7 @@
 
 Sinus Cardinal and Hyperbolic Sinus Cardinal Functions Overview
 
-
+
 
 
 
@@ -78,8 +78,9 @@
 
    
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/special/sinc/sinc_pi.html b/doc/sf_and_dist/html/math_toolkit/special/sinc/sinc_pi.html
index 8c5acbd6a..9d072842b 100644
--- a/doc/sf_and_dist/html/math_toolkit/special/sinc/sinc_pi.html
+++ b/doc/sf_and_dist/html/math_toolkit/special/sinc/sinc_pi.html
@@ -3,7 +3,7 @@
 
 sinc_pi
 
-
+
 
 
 
@@ -71,8 +71,9 @@
 
    
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/special/sinc/sinhc_pi.html b/doc/sf_and_dist/html/math_toolkit/special/sinc/sinhc_pi.html
index 5c49e7886..c6a080495 100644
--- a/doc/sf_and_dist/html/math_toolkit/special/sinc/sinhc_pi.html
+++ b/doc/sf_and_dist/html/math_toolkit/special/sinc/sinhc_pi.html
@@ -3,7 +3,7 @@
 
 sinhc_pi
 
-
+
 
 
 
@@ -75,8 +75,9 @@
 
    
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/special/zetas.html b/doc/sf_and_dist/html/math_toolkit/special/zetas.html
index ede409ce9..4072509c5 100644
--- a/doc/sf_and_dist/html/math_toolkit/special/zetas.html
+++ b/doc/sf_and_dist/html/math_toolkit/special/zetas.html
@@ -3,7 +3,7 @@
 
 Zeta Functions
 
-
+
 
 
 
@@ -30,8 +30,9 @@
 
    
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/special/zetas/zeta.html b/doc/sf_and_dist/html/math_toolkit/special/zetas/zeta.html
index 7d5730481..9c37447c9 100644
--- a/doc/sf_and_dist/html/math_toolkit/special/zetas/zeta.html
+++ b/doc/sf_and_dist/html/math_toolkit/special/zetas/zeta.html
@@ -3,7 +3,7 @@
 
 Riemann Zeta Function
 
-
+
 
 
 
@@ -27,7 +27,7 @@
  Riemann Zeta Function
 
    
 
    
-
+
           Synopsis
         
    
 
    
@@ -62,7 +62,7 @@
 
    
         
    
 
    
-
+
           Description
         
    
 
    template <class T>
@@ -85,7 +85,7 @@
           
         
    
 
    
-
+
           Accuracy
         
    
 
    
@@ -97,7 +97,7 @@
           shown will have effectively zero error.
         
    
 
    
-
    Table 44. Errors In the Function zeta(z)
    
+
    Table 44. Errors In the Function zeta(z)
    
 
    @@ -234,7 +234,7 @@
 
    
 
 

    
 
    
 
    
-
+
           Testing
         
    
 
    
@@ -249,7 +249,7 @@
           check.
         
    
 
    
-
+
           Implementation
         
    
 
    
@@ -317,8 +317,9 @@
 
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/status.html b/doc/sf_and_dist/html/math_toolkit/status.html
index bba8fa2ab..415fc44cc 100644
--- a/doc/sf_and_dist/html/math_toolkit/status.html
+++ b/doc/sf_and_dist/html/math_toolkit/status.html
@@ -3,7 +3,7 @@
 
 Library Status
 
-
+
 
 
 
@@ -35,8 +35,9 @@
 
    
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/status/compilers.html b/doc/sf_and_dist/html/math_toolkit/status/compilers.html
index 0f2367ac5..10565223c 100644
--- a/doc/sf_and_dist/html/math_toolkit/status/compilers.html
+++ b/doc/sf_and_dist/html/math_toolkit/status/compilers.html
@@ -3,7 +3,7 @@
 
 Compilers
 
-
+
 
 
 
@@ -37,7 +37,7 @@
 
    
         
    
 
    
-
    Table 55. Supported/Tested Compilers
    
+
    Table 55. Supported/Tested Compilers
    
 
    @@ -540,7 +540,7 @@
 

     
    
-
    Table 56. Unsupported Compilers
    
+
    Table 56. Unsupported Compilers
    
 
    
 
 

 
 
    @@ -614,8 +614,9 @@
 
    
 
 

 
    
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/status/credits.html b/doc/sf_and_dist/html/math_toolkit/status/credits.html
index 1c8c4e1e4..4293110a0 100644
--- a/doc/sf_and_dist/html/math_toolkit/status/credits.html
+++ b/doc/sf_and_dist/html/math_toolkit/status/credits.html
@@ -3,7 +3,7 @@
 
 Credits and Acknowledgements
 
-
+
 
 
 
@@ -54,13 +54,21 @@
 
    
         Johan Råde wrote the optimised floating point classification code.
       
    
+
    
+        Gautam Sewani coded the logistic distribution as part of a Google Summer
+        of Code project 2008.
+      
    
+
    
+        M. A. (Thijs) van den Berg coded the Laplace distribution. (Thijs has also
+        threatened to implement some multivariate distributions).
+      
    
 
    
         Professor Nico Temme for advice on the inverse incomplete beta function.
       
    
 
    
         Victor Shoup for NTL, without which
-        it would have much difficult to produce high accuracy constants, and especially
-        the tables of accurate values for testing.
+        it would have much more difficult to produce high accuracy constants, and
+        especially the tables of accurate values for testing.
       
    
 
    
         We are grateful to Joel Guzman for helping us stress-test his Boost.Quickbook
@@ -86,8 +94,9 @@
 
    
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/status/history1.html b/doc/sf_and_dist/html/math_toolkit/status/history1.html
index bc9098f38..c1aab798a 100644
--- a/doc/sf_and_dist/html/math_toolkit/status/history1.html
+++ b/doc/sf_and_dist/html/math_toolkit/status/history1.html
@@ -3,7 +3,7 @@
 
 History and What's New
 
-
+
 
 
 
@@ -26,11 +26,53 @@
 
    
+
    
+        
+        
    
+
    
+
+          Boost-1.40.0
+        
    
+
    
+        
    
+
      
+
    • 
+            Added support for MPFR as a bignum type.
+          
      • 
+
    • 
+            Added some full specializations of the policy classes to reduce compile
+            times.
+          
      • 
+
    • 
+            Added logistic and hypergeometric distributions, from Gautam Sewani's
+            Google Summer of Code project.
+          
      • 
+
    • 
+            Added Laplace distribution submitted by Thijs van den Berg.
+          
      • 
+
    • 
+            Updated performance test code to include new distributions, and improved
+            the performance of the non-central distributions.
+          
      • 
+
    • 
+            Added SSE2 optimised Lanczos
+            approximation code, from Gautam Sewani's Google Summer of Code
+            project.
+          
      • 
+
    • 
+            Fixed bug in cyl_bessel_i that used an incorrect approximation for ν =
+            0.5, also effects the non-central Chi Square Distribution when ν = 3, see
+            bug report #2877.
+          
      • 
+
    • 
+            Fixed minor bugs #2873.
+          
      • 
+
    
 
    
         
         
    
 
    
-
+
           Boost-1.38.0
         
    
 
    
@@ -47,7 +89,7 @@
         
         
    
 
    
-
+
           Boost-1.37.0
         
    
 
    
@@ -59,7 +101,7 @@
         
         
    
 
    
-
+
           Boost-1.36.0
         
    
 
    
@@ -97,7 +139,7 @@
         
         
    
 
    
-
+
           Boost-1.35.0:
           Post Review First Official Release
         
    
@@ -134,7 +176,7 @@
         
         
    
 
    
-
+
           Milestone
           4: Second Review Candidate (1st March 2007)
         
    
@@ -153,7 +195,7 @@
         
         
    
 
    
-
+
           Milestone
           3: First Review Candidate (31st Dec 2006)
         
    
@@ -186,7 +228,7 @@
         
         
    
 
    
-
+
           Milestone
           2: Released September 10th 2006
         
    
@@ -227,7 +269,7 @@
         
         
    
 
    
-
+
           Milestone
           1: Released March 31st 2006
         
    
@@ -262,15 +304,16 @@
 
    
         
    
 
    
-          Sandbox and trunk last synchonised at revision: 448300.
+          Sandbox and trunk last synchonised at revision: 51455.
         
    
 
    
       
    
 
    
 
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/status/issues.html b/doc/sf_and_dist/html/math_toolkit/status/issues.html
index c78438ce4..ec4ff306f 100644
--- a/doc/sf_and_dist/html/math_toolkit/status/issues.html
+++ b/doc/sf_and_dist/html/math_toolkit/status/issues.html
@@ -3,7 +3,7 @@
 
 Known Issues, and Todo List
 
-
+
 
 
 
@@ -43,7 +43,7 @@
         with it.
       
    
 
    
-
+
         tgamma
       
    
 
    • 
@@ -51,7 +51,7 @@
           be optimized any further? (low priority)
         
    
 
    
-
+
         Incomplete Beta
       
    
 
    • 
@@ -59,7 +59,7 @@
           (medium priority).
         
    
 
    
-
+
         Inverse Gamma
       
    
 
    • 
@@ -67,7 +67,7 @@
           is good enough (Medium Priority).
         
    
 
    
-
+
         Polynomials
       
    
 
    • 
@@ -77,7 +77,7 @@
           not (Low Priority).
         
    
 
    
-
+
         Elliptic Integrals
       
    
 
      
@@ -127,7 +127,7 @@
         
 
    
 
    
-
+
         Inverse
         Hyperbolic Functions
       
    
@@ -137,7 +137,7 @@
           is probably only an issue for very high precision types (Low Priority).
         
    
 
    
-
+
         Statistical
         distributions
       
    
@@ -146,7 +146,7 @@
           for very large degrees of freedom?
         
 
    
-
+
         Feature Requests
       
    
 
    
@@ -197,70 +197,6 @@
 
    
     
 
    
-              
    
-                Logistic
-              
    
-                  		
-              
    
-                X
-              
    
-                  		
-              
    
-                X
-              
    
-                  		
-              
    
-                -
-              
    
-                  		
-              
    
-                X
-              
    
-                  		
-              
    
-                X
-              
    
-              
    
-              
    
-                Hypergeometric
-              
    
-                  		
-              
    
-                X
-              
    
-                  		
-              
    
-                X
-              
    
-                  		
-              
    
-                -
-              
    
-                  		
-              
    
-                X
-              
    
-                  		
-              
    
-                X
-              
    
-              
    
 
               
    
                 Inverse Gausian / Inverse Normal
@@ -1330,12 +1266,18 @@
           Add support for bivariate and multivariate distributions: most especially
           the normal.
         
+
  • 
+          Add support for the log of the cdf and pdf: this is mainly a performance
+          optimisation since we can avoid some special function calls for some distributions
+          by returning the log of the result.
+        
    • 
 
 
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/toolkit.html b/doc/sf_and_dist/html/math_toolkit/toolkit.html
index 4b6152c14..d7544f4c3 100644
--- a/doc/sf_and_dist/html/math_toolkit/toolkit.html
+++ b/doc/sf_and_dist/html/math_toolkit/toolkit.html
@@ -3,10 +3,10 @@
 
 Internal Details and Tools (Experimental)
 
-
+
 
 
-
+
 
 
 
@@ -20,7 +20,7 @@
 
    
 
    
 
    
-PrevUpHomeNext
+PrevUpHomeNext
 
    
 
    
 
    
@@ -59,8 +59,9 @@
 
    
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
@@ -68,7 +69,7 @@
 
    
 
    
 
    
-PrevUpHomeNext
+PrevUpHomeNext
 
    
 
 
diff --git a/doc/sf_and_dist/html/math_toolkit/toolkit/internals1.html b/doc/sf_and_dist/html/math_toolkit/toolkit/internals1.html
index 2f979c46a..88cff629a 100644
--- a/doc/sf_and_dist/html/math_toolkit/toolkit/internals1.html
+++ b/doc/sf_and_dist/html/math_toolkit/toolkit/internals1.html
@@ -3,7 +3,7 @@
 
 Reused Utilities
 
-
+
 
 
 
@@ -45,8 +45,9 @@
 
    
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/toolkit/internals1/cf.html b/doc/sf_and_dist/html/math_toolkit/toolkit/internals1/cf.html
index 2b03c57be..723131ccd 100644
--- a/doc/sf_and_dist/html/math_toolkit/toolkit/internals1/cf.html
+++ b/doc/sf_and_dist/html/math_toolkit/toolkit/internals1/cf.html
@@ -3,7 +3,7 @@
 
 Continued Fraction Evaluation
 
-
+
 
 
 
@@ -28,7 +28,7 @@
         Evaluation
 
    
 
    
-
+
           Synopsis
         
    
 
    
@@ -59,7 +59,7 @@
 }}} // namespaces
 
 
    
-
+
           Description
         
    
 
    
@@ -157,7 +157,7 @@
           a continued fraction for convergence.
         
    
 
    
-
+
           Implementation
         
    
 
    
@@ -167,7 +167,7 @@
           Lentz, W.J. 1976, Applied Optics, vol. 15, pp. 668-671.
         
    
 
    
-
+
           Examples
         
    
 
    
@@ -250,8 +250,9 @@
 
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/toolkit/internals1/constants.html b/doc/sf_and_dist/html/math_toolkit/toolkit/internals1/constants.html
index 7cac58fa2..5baa1ebd5 100644
--- a/doc/sf_and_dist/html/math_toolkit/toolkit/internals1/constants.html
+++ b/doc/sf_and_dist/html/math_toolkit/toolkit/internals1/constants.html
@@ -3,7 +3,7 @@
 
 Numeric Constants
 
-
+
 
 
 
@@ -28,7 +28,7 @@
         Constants
 
    
 
    
-
+
           Synopsis
         
    
 
    
@@ -59,7 +59,7 @@
 }}} // namespaces
 
 
    
-
+
           Description
         
    
 
    
@@ -368,8 +368,9 @@
 
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/toolkit/internals1/minima.html b/doc/sf_and_dist/html/math_toolkit/toolkit/internals1/minima.html
index aa6dcc5fb..a0f404f17 100644
--- a/doc/sf_and_dist/html/math_toolkit/toolkit/internals1/minima.html
+++ b/doc/sf_and_dist/html/math_toolkit/toolkit/internals1/minima.html
@@ -3,7 +3,7 @@
 
 Locating Function Minima
 
-
+
 
 
 
@@ -28,7 +28,7 @@
         Minima
 
    
 
    
-
+
           synopsis
         
    
 
    
@@ -45,7 +45,7 @@
 std::pair<T, T> brent_find_minima(F f, T min, T max, int bits, boost::uintmax_t& max_iter);
 
 
    
-
+
           Description
         
    
 
    
@@ -88,7 +88,7 @@
           the abscissa at the minima and the value of f(x) at the minima.
         
    
 
    
-
+
           Implementation
         
    
 
    
@@ -111,8 +111,9 @@
 
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/toolkit/internals1/rational.html b/doc/sf_and_dist/html/math_toolkit/toolkit/internals1/rational.html
index eed15899f..8daa60722 100644
--- a/doc/sf_and_dist/html/math_toolkit/toolkit/internals1/rational.html
+++ b/doc/sf_and_dist/html/math_toolkit/toolkit/internals1/rational.html
@@ -3,7 +3,7 @@
 
 Polynomial and Rational Function Evaluation
 
-
+
 
 
 
@@ -28,7 +28,7 @@
         and Rational Function Evaluation
 
    
 
    
-
+
           synopsis
         
    
 
    
@@ -79,7 +79,7 @@
 V evaluate_rational(const T* num, const U* denom, V z, unsigned count);
 
 
    
-
+
           Description
         
    
 
    
@@ -193,7 +193,7 @@
           evaluation with compile-time array sizes may offer slightly better performance.
         
    
 
    
-
+
           Implementation
         
    
 
    
@@ -222,8 +222,9 @@
 
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/toolkit/internals1/roots.html b/doc/sf_and_dist/html/math_toolkit/toolkit/internals1/roots.html
index b1b5aa97c..39e52ee2a 100644
--- a/doc/sf_and_dist/html/math_toolkit/toolkit/internals1/roots.html
+++ b/doc/sf_and_dist/html/math_toolkit/toolkit/internals1/roots.html
@@ -3,7 +3,7 @@
 
 Root Finding With Derivatives
 
-
+
 
 
 
@@ -28,7 +28,7 @@
         With Derivatives
 
    
 
    
-
+
           Synopsis
         
    
 
    
@@ -61,7 +61,7 @@
 }}} // namespaces
 
 
    
-
+
           Description
         
    
 
    
@@ -176,7 +176,7 @@
 
    
         
    
 
    
-
+
           Newton
           Raphson Method
         
    
@@ -196,7 +196,7 @@
 
    
         
    
 
    
-
+
           Halley's
           Method
         
    
@@ -220,7 +220,7 @@
 
    
         
    
 
    
-
+
           Schroeder's
           Method
         
    
@@ -244,7 +244,7 @@
           iteration.
         
    
 
    
-
+
           Example
         
    
 
    
@@ -369,8 +369,9 @@
 
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/toolkit/internals1/roots2.html b/doc/sf_and_dist/html/math_toolkit/toolkit/internals1/roots2.html
index 64f53c797..29acd05ec 100644
--- a/doc/sf_and_dist/html/math_toolkit/toolkit/internals1/roots2.html
+++ b/doc/sf_and_dist/html/math_toolkit/toolkit/internals1/roots2.html
@@ -3,7 +3,7 @@
 
 Root Finding Without Derivatives
 
-
+
 
 
 
@@ -28,7 +28,7 @@
         Without Derivatives
 
    
 
    
-
+
           Synopsis
         
    
 
    
@@ -141,7 +141,7 @@
 }}} // namespaces
 
 
    
-
+
           Description
         
    
 
    
@@ -559,7 +559,7 @@
           as soon as both ends of the interval round to the same nearest integer.
         
    
 
    
-
+
           Implementation
         
    
 
    
@@ -577,8 +577,9 @@
 
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/toolkit/internals1/series_evaluation.html b/doc/sf_and_dist/html/math_toolkit/toolkit/internals1/series_evaluation.html
index 6a47a4408..c38d51156 100644
--- a/doc/sf_and_dist/html/math_toolkit/toolkit/internals1/series_evaluation.html
+++ b/doc/sf_and_dist/html/math_toolkit/toolkit/internals1/series_evaluation.html
@@ -3,7 +3,7 @@
 
 Series Evaluation
 
-
+
 
 
 
@@ -28,7 +28,7 @@
         Series Evaluation
 
    
 
    
-
+
           Synopsis
         
    
 
    
@@ -61,7 +61,7 @@
 }}} // namespaces
 
 
    
-
+
           Description
         
    
 
    
@@ -117,7 +117,7 @@
           summation in this way.
         
    
 
    
-
+
           Example
         
    
 
    
@@ -175,8 +175,9 @@
 
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/toolkit/internals2.html b/doc/sf_and_dist/html/math_toolkit/toolkit/internals2.html
index 51d8dea5d..a0cebe0fd 100644
--- a/doc/sf_and_dist/html/math_toolkit/toolkit/internals2.html
+++ b/doc/sf_and_dist/html/math_toolkit/toolkit/internals2.html
@@ -3,7 +3,7 @@
 
 Testing and Development
 
-
+
 
 
 
@@ -38,8 +38,9 @@
 
    
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/toolkit/internals2/error_test.html b/doc/sf_and_dist/html/math_toolkit/toolkit/internals2/error_test.html
index 0b6004f66..12fa6b5b0 100644
--- a/doc/sf_and_dist/html/math_toolkit/toolkit/internals2/error_test.html
+++ b/doc/sf_and_dist/html/math_toolkit/toolkit/internals2/error_test.html
@@ -3,7 +3,7 @@
 
 Relative Error and Testing
 
-
+
 
 
 
@@ -28,7 +28,7 @@
         Error and Testing
 
    
 
    
-
+
           Synopsis
         
    
 
    
@@ -45,7 +45,7 @@
 test_result<see-below> test(const A& a, F1 test_func, F2 expect_func);
 
 
    
-
+
           Description
         
    
 
    template <class T>
@@ -165,7 +165,7 @@
           is mainly a debugging/development aid (and a good place for a breakpoint).
         
    
 
    
-
+
           Example
         
    
 
    
@@ -220,8 +220,9 @@
 
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/toolkit/internals2/minimax.html b/doc/sf_and_dist/html/math_toolkit/toolkit/internals2/minimax.html
index bda0f24aa..7b1999e25 100644
--- a/doc/sf_and_dist/html/math_toolkit/toolkit/internals2/minimax.html
+++ b/doc/sf_and_dist/html/math_toolkit/toolkit/internals2/minimax.html
@@ -3,7 +3,7 @@
 
 Minimax Approximations and the Remez Algorithm
 
-
+
 
 
 
@@ -267,8 +267,9 @@
 
    
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/toolkit/internals2/polynomials.html b/doc/sf_and_dist/html/math_toolkit/toolkit/internals2/polynomials.html
index 2bb9453a8..486a2287a 100644
--- a/doc/sf_and_dist/html/math_toolkit/toolkit/internals2/polynomials.html
+++ b/doc/sf_and_dist/html/math_toolkit/toolkit/internals2/polynomials.html
@@ -3,7 +3,7 @@
 
 Polynomials
 
-
+
 
 
 
@@ -27,7 +27,7 @@
  Polynomials
 
    
 
    
-
+
           Synopsis
         
    
 
    
@@ -103,7 +103,7 @@
 }}} // namespaces
 
 
    
-
+
           Description
         
    
 
    
@@ -122,8 +122,9 @@
 
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/toolkit/internals2/test_data.html b/doc/sf_and_dist/html/math_toolkit/toolkit/internals2/test_data.html
index 9a87bc978..62971b805 100644
--- a/doc/sf_and_dist/html/math_toolkit/toolkit/internals2/test_data.html
+++ b/doc/sf_and_dist/html/math_toolkit/toolkit/internals2/test_data.html
@@ -3,7 +3,7 @@
 
 Graphing, Profiling, and Generating Test Data for Special Functions
 
-
+
 
 
 
@@ -46,7 +46,7 @@
           
 
    
 
    
-
+
           Synopsis
         
    
 
    namespace boost{ namespace math{ namespace tools{
@@ -147,7 +147,7 @@
 }}} // namespaces
 
    
 
    
-
+
           Description
         
    
 
    
@@ -177,7 +177,7 @@
           
 
 
    
-
+
           Example
           1: Output Data for Graph Plotting
         
    
@@ -211,7 +211,7 @@
           
         
    
 
    
-
+
           Example
           2: Creating Test Data
         
    
@@ -375,7 +375,7 @@
           used by default as it's rather hard on the compiler when the table is large.
         
    
 
    
-
+
           Example
           3: Profiling a Continued Fraction for Convergence and Accuracy
         
    
@@ -481,7 +481,7 @@
           of a and z.
         
    
 
    
-
+
           reference
         
    
 
    
@@ -534,8 +534,9 @@
 
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/toolkit/internals_overview.html b/doc/sf_and_dist/html/math_toolkit/toolkit/internals_overview.html
index 820118c09..26e349ee6 100644
--- a/doc/sf_and_dist/html/math_toolkit/toolkit/internals_overview.html
+++ b/doc/sf_and_dist/html/math_toolkit/toolkit/internals_overview.html
@@ -3,7 +3,7 @@
 
 Overview
 
-
+
 
 
 
@@ -43,8 +43,9 @@
 
    
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/using_udt.html b/doc/sf_and_dist/html/math_toolkit/using_udt.html
index 538f63d30..c03ba78f9 100644
--- a/doc/sf_and_dist/html/math_toolkit/using_udt.html
+++ b/doc/sf_and_dist/html/math_toolkit/using_udt.html
@@ -3,7 +3,7 @@
 
 Use with User-Defined Floating-Point Types
 
-
+
 
 
 
@@ -30,6 +30,8 @@
 
    
 
     Using With NTL - a High-Precision
       Floating-Point Library
    
+
     Using With MPFR / GMP
+      - a High-Precision Floating-Point Library
    
 
     Conceptual Requirements
       for Real Number Types
    
 
     Conceptual Requirements
@@ -40,8 +42,9 @@
 
    
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/using_udt/archetypes.html b/doc/sf_and_dist/html/math_toolkit/using_udt/archetypes.html
index 699997071..912a894ee 100644
--- a/doc/sf_and_dist/html/math_toolkit/using_udt/archetypes.html
+++ b/doc/sf_and_dist/html/math_toolkit/using_udt/archetypes.html
@@ -3,7 +3,7 @@
 
 Conceptual Archetypes and Testing
 
-
+
 
 
 
@@ -163,8 +163,9 @@
 
    
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/using_udt/concepts.html b/doc/sf_and_dist/html/math_toolkit/using_udt/concepts.html
index 1445a7695..c44d40553 100644
--- a/doc/sf_and_dist/html/math_toolkit/using_udt/concepts.html
+++ b/doc/sf_and_dist/html/math_toolkit/using_udt/concepts.html
@@ -3,10 +3,10 @@
 
 Conceptual Requirements for Real Number Types
 
-
+
 
 
-
+
 
 
 
@@ -20,7 +20,7 @@
 
    
 
    
 
    
-PrevUpHomeNext
+PrevUpHomeNext
 
    
 
    
 
    
@@ -42,7 +42,7 @@
         behaves just like a built in floating point type.
       
    
 
    
-
+
         Basic
         Arithmetic Requirements
       
    
@@ -1034,7 +1034,7 @@
 
    
 
    
 
    
-
+
         Standard
         Library Support Requirements
       
    
@@ -1349,8 +1349,9 @@
 
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
@@ -1358,7 +1359,7 @@
 
    
 
    
 
    
-PrevUpHomeNext
+PrevUpHomeNext
 
    
 
 
diff --git a/doc/sf_and_dist/html/math_toolkit/using_udt/dist_concept.html b/doc/sf_and_dist/html/math_toolkit/using_udt/dist_concept.html
index 3c899f0e1..a7062f6b8 100644
--- a/doc/sf_and_dist/html/math_toolkit/using_udt/dist_concept.html
+++ b/doc/sf_and_dist/html/math_toolkit/using_udt/dist_concept.html
@@ -3,7 +3,7 @@
 
 Conceptual Requirements for Distribution Types
 
-
+
 
 
 
@@ -381,8 +381,9 @@
 
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
diff --git a/doc/sf_and_dist/html/math_toolkit/using_udt/use_mpfr.html b/doc/sf_and_dist/html/math_toolkit/using_udt/use_mpfr.html
new file mode 100644
index 000000000..c5130b589
--- /dev/null
+++ b/doc/sf_and_dist/html/math_toolkit/using_udt/use_mpfr.html
@@ -0,0 +1,90 @@
+
+
+
+Using With MPFR / GMP - a High-Precision Floating-Point Library
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
    Boost C++ LibrariesHomeLibrariesPeopleFAQMore
    
+
    
+
    
+PrevUpHomeNext
+
    
+
    
+
    
+
    
+        The special functions and tools in this library can be used with MPFR
+        (an arbitrary precision number type based on the GMP library), via
+        the bindings in boost/math/bindings/mpfr.hpp.
+      
    
+
    
+        In order to use these binings you will need to have installed MPFR
+        plus it's dependency the GMP library
+        and the C++ wrapper for MPFR known as gmpfrxx
+        (or mpfr_class).
+      
    
+
    
+        Unfortunately mpfr_class
+        doesn't quite satisfy our conceptual requirements, so there is a very thin
+        set of additional interfaces and some helper traits defined in boost/math/bindings/mpfr.hpp
+        that you should use in place of including 'gmpfrxx.h' directly. The existing
+        mpfr_class is then usable unchanged once this header is included, so it's
+        performance-enhancing expression templates are preserved and fully supported
+        by this library:
+      
    
+
    #include <boost/math/bindings/mpfr.hpp>
+#include <boost/math/special_functions/gamma.hpp>
+
+int main()
+{
+   mpfr_class::set_dprec(500); // 500 bit precision
+   //
+   // Note that the argument to tgamma is an expression template,
+   // that's just fine here:
+   //
+   mpfr_class v = boost::math::tgamma(sqrt(mpfr_class(2)));
+   std::cout << std::setprecision(50) << v << std::endl;
+}
+
    
+
    
+        For those functions that are based upon the Lanczos
+        approximation, the bindings defines a series of approximations with
+        up to 61 terms and accuracy up to approximately 3e-113. This therefore sets
+        the upper limit for accuracy to the majority of functions defined this library
+        when used with mpfr_class.
+      
    
+
    
+        There is a concept checking test program for mpfr support here.
+      
    
+
    
+
+
+
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
+        Distributed under the Boost Software License, Version 1.0. (See accompanying
+        file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
+      
    
+
    
+
    
+
    
+PrevUpHomeNext
+
    
+
+
diff --git a/doc/sf_and_dist/html/math_toolkit/using_udt/use_ntl.html b/doc/sf_and_dist/html/math_toolkit/using_udt/use_ntl.html
index 3d3e2fc98..4caf73ff7 100644
--- a/doc/sf_and_dist/html/math_toolkit/using_udt/use_ntl.html
+++ b/doc/sf_and_dist/html/math_toolkit/using_udt/use_ntl.html
@@ -3,11 +3,11 @@
 
 Using With NTL - a High-Precision Floating-Point Library
 
-
+
 
 
 
-
+
 
 
 
@@ -20,7 +20,7 @@
 
    
 
    
 
    
-PrevUpHomeNext
+PrevUpHomeNext
 
    
 
    
 
    
@@ -42,19 +42,21 @@
         standard library functions not implemented in NTL.
       
    
 
    
-        Finally there is a high precision Lanczos
-        approximation suitable for use with boost::math::ntl::RR, used at 1000-bit precision in libs/math/tools/ntl_rr_lanczos.hpp.
-        The approximation has a theoretical precision of > 90 decimal digits,
-        and an experimental precision of > 100 decimal digits. To use that approximation,
-        just include that header before any of the special function headers (if you
-        don't use it, you'll get a slower, but fully generic implementation for all
-        of the gamma-like functions).
+        For those functions that are based upon the Lanczos
+        approximation, the bindings defines a series of approximations with
+        up to 61 terms and accuracy up to approximately 3e-113. This therefore sets
+        the upper limit for accuracy to the majority of functions defined this library
+        when used with NTL::RR.
+      
    
+
    
+        There is a concept checking test program for NTL support here.
       
    
 
    
 
-
    
 
    Copyright © 2006 , 2007, 2008 John Maddock, Paul A. Bristow, Hubert
-      Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde
    
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
         Distributed under the Boost Software License, Version 1.0. (See accompanying
         file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
       
    
@@ -62,7 +64,7 @@
 
    
 
    
 
    
-PrevUpHomeNext
+PrevUpHomeNext
 
    
 
 
diff --git a/doc/sf_and_dist/html/math_toolkit/utils.html b/doc/sf_and_dist/html/math_toolkit/utils.html
new file mode 100644
index 000000000..c82eb6f43
--- /dev/null
+++ b/doc/sf_and_dist/html/math_toolkit/utils.html
@@ -0,0 +1,75 @@
+
+
+
+Floating Point Utilities
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
    Boost C++ LibrariesHomeLibrariesPeopleFAQMore
    
+
    
+
    
+PrevUpHomeNext
+
    
+
    
+
    
+
    
+
     Rounding Truncation and
+      Integer Conversion
    
+
    
+
     Rounding Functions
    
+
     Truncation Functions
    
+
     Integer and Fractional
+        Part Splitting (modf)
    
+
    
+
     Floating-Point Classification:
+      Infinities and NaN's
    
+
     Sign Manipulation
+      Functions
    
+
     Floating-Point Representation
+      Distance (ULP), and Finding Adjacent Floating-Point Values
    
+
    
+
     Finding the
+        Next Representable Value in a Specific Direction (nextafter)
    
+
     Finding
+        the Next Greater Representable Value (float_next)
    
+
     Finding
+        the Next Smaller Representable Value (float_prior)
    
+
     Calculating
+        the Representation Distance Between Two Floating Point Values (ULP) float_distance
    
+
     Advancing
+        a Floating Point Value by a Specific Representation Distance (ULP) float_advance
    
+
    
+
    
+
    
+    
    
+
    
+
+
+
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
+        Distributed under the Boost Software License, Version 1.0. (See accompanying
+        file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
+      
    
+
    
+
    
+
    
+PrevUpHomeNext
+
    
+
+
diff --git a/doc/sf_and_dist/html/math_toolkit/utils/fpclass.html b/doc/sf_and_dist/html/math_toolkit/utils/fpclass.html
new file mode 100644
index 000000000..a2414a475
--- /dev/null
+++ b/doc/sf_and_dist/html/math_toolkit/utils/fpclass.html
@@ -0,0 +1,235 @@
+
+
+
+Floating-Point Classification: Infinities and NaN's
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
    Boost C++ LibrariesHomeLibrariesPeopleFAQMore
    
+
    
+
    
+PrevUpHomeNext
+
    
+
    
+
    
+
    
+
+        Synopsis
+      
    
+
    #define FP_ZERO        /* implementation specific value */
+#define FP_NORMAL      /* implementation specific value */
+#define FP_INFINITE    /* implementation specific value */
+#define FP_NAN         /* implementation specific value */
+#define FP_SUBNORMAL   /* implementation specific value */
+
+template <class T>
+int fpclassify(T t);
+
+template <class T>
+bool isfinite(T z); // Neither infinity nor NaN.
+
+template <class T>
+bool isinf(T t); // Infinity (+ or -).
+
+template <class T>
+bool isnan(T t); // NaN.
+
+template <class T>
+bool isnormal(T t); // isfinite and not denormalised.
+
+#include <boost\math\special_functions\fpclassify.hpp>
+
    
+
    
+        to use these functions.
+      
    
+
    
+
+        Description
+      
    
+
    
+        These functions provide the same functionality as the macros with the same
+        name in C99, indeed if the C99 macros are available, then these functions
+        are implemented in terms of them, otherwise they rely on std::numeric_limits<>
+        to function.
+      
    
+
    
+        Note that the definition of these functions does not suppress the
+        definition of these names as macros by math.h on those platforms
+        that already provide these as macros. That mean that the following have differing
+        meanings:
+      
    
+
    using namespace boost::math;
+
+// This might call a global macro if defined,
+// but might not work if the type of z is unsupported 
+// by the std lib macro:
+isnan(z);
+//
+// This calls the Boost version
+// (found via the "using namespace boost::math" declaration)
+// it works for any type that has numeric_limits support for type z:
+(isnan)(z); 
+//
+// As above but with namespace qualification.
+(boost::math::isnan)(z); 
+//
+// This will cause a compiler error if isnan is a native macro:
+boost::math::isnan(z);
+// So always use instead:
+(boost::math::isnan)(z);
+//
+// You can also add a using statment,
+// globally to a .cpp file, or to a local function in a .hpp file.
+using boost::math::isnan;
+// so you can write the shorter and less cluttered
+(isnan)(z)
+// But, as above, if isnan is a native macro, this causes a compiler error,
+// because the macro always 'gets' the name first, unless enclosed in () brackets.
+
    
+
    
+        Detailed descriptions for each of these functions follows:
+      
    
+
    template <class T>
+int fpclassify(T t);
+
    
+
    
+        Returns an integer value that classifies the value t:
+      
    
+
    
++++
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
    



    
+              
    
+                fpclassify value
+              
    
+                  		
+              
    
+                class of t.
+              
    
+              
    
+              
    
+                FP_ZERO
+              
    
+                  		
+              
    
+                If t is zero.
+              
    
+              
    
+              
    
+                FP_NORMAL
+              
    
+                  		
+              
    
+                If t is a non-zero, non-denormalised finite
+                value.
+              
    
+              
    
+              
    
+                FP_INFINITE
+              
    
+                  		
+              
    
+                If t is plus or minus infinity.
+              
    
+              
    
+              
    
+                FP_NAN
+              
    
+                  		
+              
    
+                If t is a NaN.
+              
    
+              
    
+              
    
+                FP_SUBNORMAL
+              
    
+                  		
+              
    
+                If t is a denormalised number.
+              
    
+              
    
+
    template <class T>
+bool isfinite(T z);
+
    
+
    
+        Returns true only if z is not an infinity or a NaN.
+      
    
+
    template <class T>
+bool isinf(T t);
+
    
+
    
+        Returns true only if z is plus or minus infinity.
+      
    
+
    template <class T>
+bool isnan(T t);
+
    
+
    
+        Returns true only if z is a NaN.
+      
    
+
    template <class T>
+bool isnormal(T t);
+
    
+
    
+        Returns true only if z is a normal number (not zero,
+        infinite, NaN, or denormalised).
+      
    
+
    
+
+
+
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
+        Distributed under the Boost Software License, Version 1.0. (See accompanying
+        file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
+      
    
+
    
+
    
+
    
+PrevUpHomeNext
+
    
+
+
diff --git a/doc/sf_and_dist/html/math_toolkit/utils/next_float.html b/doc/sf_and_dist/html/math_toolkit/utils/next_float.html
new file mode 100644
index 000000000..c23850073
--- /dev/null
+++ b/doc/sf_and_dist/html/math_toolkit/utils/next_float.html
@@ -0,0 +1,82 @@
+
+
+
+Floating-Point Representation Distance (ULP), and Finding Adjacent Floating-Point Values
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
    Boost C++ LibrariesHomeLibrariesPeopleFAQMore
    
+
    
+
    
+PrevUpHomeNext
+
    
+
    
+
    
+
    
+
     Finding the
+        Next Representable Value in a Specific Direction (nextafter)
    
+
     Finding
+        the Next Greater Representable Value (float_next)
    
+
     Finding
+        the Next Smaller Representable Value (float_prior)
    
+
     Calculating
+        the Representation Distance Between Two Floating Point Values (ULP) float_distance
    
+
     Advancing
+        a Floating Point Value by a Specific Representation Distance (ULP) float_advance
    
+
    
+
    
+        Unit of
+        Least Precision or Unit in the Last Place is the gap between two
+        different, but as close as possible, floating-point numbers.
+      
    
+
    
+        Most decimal values, for example 0.1, cannot be exactly represented as floating-point
+        values, but will be stored as the closest representable floating-point.
+      
    
+
    
+        Functions are provided for finding adjacent greater and lesser floating-point
+        values, and estimating the number of gaps between any two floating-point
+        values.
+      
    
+
    
+        The floating-point type FPT must have has a fixed number of bits in the representation.
+        The number of bits may set at runtime, but must be the same for all numbers.
+        For example, NTL::quad_float
+        type (fixed 128-bit representation) or NTL::RR
+        type (arbitrary but fixed decimal digits, default 150) but not
+        a type that extends the representation to provide an exact representation
+        for any number, for example XRC
+        eXact Real in C.
+      
    
+
    
+
+
+
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
+        Distributed under the Boost Software License, Version 1.0. (See accompanying
+        file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
+      
    
+
    
+
    
+
    
+PrevUpHomeNext
+
    
+
+
diff --git a/doc/sf_and_dist/html/math_toolkit/utils/next_float/float_advance.html b/doc/sf_and_dist/html/math_toolkit/utils/next_float/float_advance.html
new file mode 100644
index 000000000..750c57644
--- /dev/null
+++ b/doc/sf_and_dist/html/math_toolkit/utils/next_float/float_advance.html
@@ -0,0 +1,77 @@
+
+
+
+Advancing a Floating Point Value by a Specific Representation Distance (ULP) float_advance
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
    Boost C++ LibrariesHomeLibrariesPeopleFAQMore
    
+
    
+
    
+PrevUpHomeNext
+
    
+
    
+
    
+
    
+          Function float_advance advances a floating point number by a specified
+          number of ULP.
+        
    
+
    
+
+          Synopsis
+        
    
+
    
+          
+
    
+
    #include <boost/math/special_functions/next.hpp>
+
    
+
    
+        
    
+
    namespace boost{ namespace math{
+
+template <class FPT>
+FPT float_advance(FPT val, int distance);
+
+}} // namespaces
+
    
+
    
+
+          Description
+          - float_advance
+        
    
+
    
+          Returns a floating point number r such that float_distance(val, r) ==
+          distance.
+        
    
+
    
+
+
+
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
+        Distributed under the Boost Software License, Version 1.0. (See accompanying
+        file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
+      
    
+
    
+
    
+
    
+PrevUpHomeNext
+
    
+
+
diff --git a/doc/sf_and_dist/html/math_toolkit/utils/next_float/float_distance.html b/doc/sf_and_dist/html/math_toolkit/utils/next_float/float_distance.html
new file mode 100644
index 000000000..5b1cd1055
--- /dev/null
+++ b/doc/sf_and_dist/html/math_toolkit/utils/next_float/float_distance.html
@@ -0,0 +1,111 @@
+
+
+
+Calculating the Representation Distance Between Two Floating Point Values (ULP) float_distance
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
    Boost C++ LibrariesHomeLibrariesPeopleFAQMore
    
+
    
+
    
+PrevUpHomeNext
+
    
+
    
+
    
+
    
+          Function float_distance finds the number of gaps/bits/ULP between any two
+          floating-point values. If the significands of floating-point numbers are
+          viewed as integers, then their difference is the number of ULP/gaps/bits
+          different.
+        
    
+
    
+
+          Synopsis
+        
    
+
    
+          
+
    
+
    #include <boost/math/special_functions/next.hpp>
+
    
+
    
+        
    
+
    namespace boost{ namespace math{
+
+template <class FPT>
+FPT float_distance(FPT a, FPT b);
+
+}} // namespaces
+
    
+
    
+
+          Description
+          - float_distance
+        
    
+
    
+          Returns the distance between a and b:
+          the result is always a signed integer value (stored in floating-point type
+          FPT) representing the number of distinct representations between a
+          and b.
+        
    
+
    
+          Note that
+        
    
+
      
+
    • 
+float_distance(a, a)
+            always returns 0.
+          
      • 
+
    • 
+float_distance(float_next(a), a)
+            always returns 1.
+          
      • 
+
    • 
+float_distance(float_prior(a), a)
+            always returns -1.
+          
      • 
+
    
+
    
+          The function float_distance
+          is equivalent to calculating the number of ULP (Units in the Last Place)
+          between a and b except that it
+          returns a signed value indicating whether a
+          > b
+          or not.
+        
    
+
    
+          If the distance is too great then it may not be able to be represented
+          as an exact integer by type FPT, but in practice this is unlikely to be
+          a issue.
+        
    
+
    
+
+
+
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
+        Distributed under the Boost Software License, Version 1.0. (See accompanying
+        file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
+      
    
+
    
+
    
+
    
+PrevUpHomeNext
+
    
+
+
diff --git a/doc/sf_and_dist/html/math_toolkit/utils/next_float/float_next.html b/doc/sf_and_dist/html/math_toolkit/utils/next_float/float_next.html
new file mode 100644
index 000000000..5d3a13af2
--- /dev/null
+++ b/doc/sf_and_dist/html/math_toolkit/utils/next_float/float_next.html
@@ -0,0 +1,79 @@
+
+
+
+Finding the Next Greater Representable Value (float_next)
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
    Boost C++ LibrariesHomeLibrariesPeopleFAQMore
    
+
    
+
    
+PrevUpHomeNext
+
    
+
    
+
    
+
    
+
+          Synopsis
+        
    
+
    
+          
+
    
+
    #include <boost/math/special_functions/next.hpp>
+
    
+
    
+        
    
+
    namespace boost{ namespace math{
+
+template <class FPT>
+FPT float_next(FPT val);
+
+}} // namespaces
+
    
+
    
+
+          Description
+          - float_next
+        
    
+
    
+          Returns the next representable value which is greater than x.
+          If x is non-finite then returns the result of a domain_error. If there is no such value greater
+          than x then returns an overflow_error.
+        
    
+
    
+          Has the same effect as
+        
    
+
    nextafter(val, std::numeric_limits<FPT>::max());
+
    
+
    
+
+
+
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
+        Distributed under the Boost Software License, Version 1.0. (See accompanying
+        file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
+      
    
+
    
+
    
+
    
+PrevUpHomeNext
+
    
+
+
diff --git a/doc/sf_and_dist/html/math_toolkit/utils/next_float/float_prior.html b/doc/sf_and_dist/html/math_toolkit/utils/next_float/float_prior.html
new file mode 100644
index 000000000..b0a664141
--- /dev/null
+++ b/doc/sf_and_dist/html/math_toolkit/utils/next_float/float_prior.html
@@ -0,0 +1,79 @@
+
+
+
+Finding the Next Smaller Representable Value (float_prior)
+
+
+
+
+
+
+
+
+
+
+
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+
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+
    
+
+          Synopsis
+        
    
+
    
+          
+
    
+
    #include <boost/math/special_functions/next.hpp>
+
    
+
    
+        
    
+
    namespace boost{ namespace math{
+
+template <class FPT>
+FPT float_prior(FPT val);
+
+}} // namespaces
+
    
+
    
+
+          Description
+          - float_prior
+        
    
+
    
+          Returns the next representable value which is less than x.
+          If x is non-finite then returns the result of a domain_error. If there is no such value less
+          than x then returns an overflow_error.
+        
    
+
    
+          Has the same effect as
+        
    
+
    nextafter(val, -std::numeric_limits<FPT>::max());  // Note most negative value -max.
+
    
+
    
+
+
+
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
+        Distributed under the Boost Software License, Version 1.0. (See accompanying
+        file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
+      
    
+
    
+
    
+
    
+PrevUpHomeNext
+
    
+
+
diff --git a/doc/sf_and_dist/html/math_toolkit/utils/next_float/nextafter.html b/doc/sf_and_dist/html/math_toolkit/utils/next_float/nextafter.html
new file mode 100644
index 000000000..77995da8e
--- /dev/null
+++ b/doc/sf_and_dist/html/math_toolkit/utils/next_float/nextafter.html
@@ -0,0 +1,113 @@
+
+
+
+Finding the Next Representable Value in a Specific Direction (nextafter)
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
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+
    
+
    
+PrevUpHomeNext
+
    
+
    
+
    
+
    
+
+          Synopsis
+        
    
+
    
+          
+
    
+
    #include <boost/math/special_functions/next.hpp>
+
    
+
    
+        
    
+
    namespace boost{ namespace math{
+ 
+template <class FPT>
+FPT nextafter(FPT val, FPT direction);
+ 
+}} // namespaces
+
    
+
    
+
+          Description
+          - nextafter
+        
    
+
    
+          This is an implementation of the nextafter
+          function included in the C99 standard. (It is also effectively an implementation
+          of the C99 'nexttoward' legacy function which differs only having a long
+          double direction, and can generally serve in its place if required).
+        
    
+
    
+
+
+
+
+
+
    [Note]Note
    
+            The C99 functions must use suffixes f and l to distinguish float and
+            long double versions. C++ uses the template mechanism instead.
+          
    
+
    
+          Returns the next representable value after x in the
+          direction of y. If x
+          == y
+          then returns x. If x is non-finite
+          then returns the result of a domain_error.
+          If there is no such value in the direction of y then
+          returns an overflow_error.
+        
    
+
    
+
+          Examples
+          - nextafter
+        
    
+
    
+          The two representations using a 32-bit float either side of unity are:
+          
+
    
+
    The nearest (exact) representation of 1.F is      1.00000000
+nextafter(1.F, 999) is                            1.00000012
+nextafter(1/f, -999) is                           0.99999994
+
+The nearest (not exact) representation of 0.1F is 0.100000001
+nextafter(0.1F, 10) is                            0.100000009
+nextafter(0.1F, 10) is                            0.099999994
+
    
+
    
+        
    
+
    
+
+
+
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
+        Distributed under the Boost Software License, Version 1.0. (See accompanying
+        file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
+      
    
+
    
+
    
+
    
+PrevUpHomeNext
+
    
+
+
diff --git a/doc/sf_and_dist/html/math_toolkit/utils/rounding.html b/doc/sf_and_dist/html/math_toolkit/utils/rounding.html
new file mode 100644
index 000000000..dbce11c4b
--- /dev/null
+++ b/doc/sf_and_dist/html/math_toolkit/utils/rounding.html
@@ -0,0 +1,52 @@
+
+
+
+Rounding Truncation and Integer Conversion
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
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+
    
+
    
+PrevUpHomeNext
+
    
+
    
+
    
+
    
+
     Rounding Functions
    
+
     Truncation Functions
    
+
     Integer and Fractional
+        Part Splitting (modf)
    
+
    
+
    
+
+
+
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
+        Distributed under the Boost Software License, Version 1.0. (See accompanying
+        file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
+      
    
+
    
+
    
+
    
+PrevUpHomeNext
+
    
+
+
diff --git a/doc/sf_and_dist/html/math_toolkit/utils/rounding/modf.html b/doc/sf_and_dist/html/math_toolkit/utils/rounding/modf.html
new file mode 100644
index 000000000..31434c93c
--- /dev/null
+++ b/doc/sf_and_dist/html/math_toolkit/utils/rounding/modf.html
@@ -0,0 +1,86 @@
+
+
+
+Integer and Fractional Part Splitting (modf)
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
    Boost C++ LibrariesHomeLibrariesPeopleFAQMore
    
+
    
+
    
+PrevUpHomeNext
+
    
+
    
+
    
+
    
+          
+
    
+
    #include <boost/math/special_functions/modf.hpp>
    
+
    
+        
    
+
    template <class T>
+T modf(const T& v, T* ipart);
+
+template <class T, class Policy>
+T modf(const T& v, T* ipart, const Policy&);
+
+template <class T>
+T modf(const T& v, int* ipart);
+
+template <class T, class Policy>
+T modf(const T& v, int* ipart, const Policy&);
+
+template <class T>
+T modf(const T& v, long* ipart);
+
+template <class T, class Policy>
+T modf(const T& v, long* ipart, const Policy&);
+
+template <class T>
+T modf(const T& v, long long* ipart);
+
+template <class T, class Policy>
+T modf(const T& v, long long* ipart, const Policy&);
+
    
+
    
+          The modf functions store
+          the integer part of v in *ipart and return the fractional part
+          of v.
+        
    
+
    
+          If the argument v is either non-finite or else outside
+          the range of the result type, then returns the result of rounding_error:
+          by default this throws an instance of boost::math::rounding_error.
+        
    
+
    
+
+
+
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
+        Distributed under the Boost Software License, Version 1.0. (See accompanying
+        file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
+      
    
+
    
+
    
+
    
+PrevUpHomeNext
+
    
+
+
diff --git a/doc/sf_and_dist/html/math_toolkit/utils/rounding/round.html b/doc/sf_and_dist/html/math_toolkit/utils/rounding/round.html
new file mode 100644
index 000000000..e06b4cc8a
--- /dev/null
+++ b/doc/sf_and_dist/html/math_toolkit/utils/rounding/round.html
@@ -0,0 +1,87 @@
+
+
+
+Rounding Functions
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
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+
    
+
    
+PrevUpHomeNext
+
    
+
    
+
    
+
    
+          
+
    
+
    #include <boost/math/special_functions/round.hpp>
    
+
    
+        
    
+
    template <class T>
+T round(const T& v);
+
+template <class T, class Policy>
+T round(const T& v, const Policy&);
+
+template <class T>
+int iround(const T& v);
+
+template <class T, class Policy>
+int iround(const T& v, const Policy&);
+
+template <class T>
+long lround(const T& v);
+
+template <class T, class Policy>
+long lround(const T& v, const Policy&);
+
+template <class T>
+long long llround(const T& v);
+
+template <class T, class Policy>
+long long llround(const T& v, const Policy&);
+
    
+
    
+          These functions return the closest integer to the argument v.
+        
    
+
    
+          Halfway cases are rounded away from zero, regardless of the current rounding
+          direction.
+        
    
+
    
+          If the argument v is either non-finite or else outside
+          the range of the result type, then returns the result of rounding_error:
+          by default this throws an instance of boost::math::rounding_error.
+        
    
+
    
+
+
+
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
+        Distributed under the Boost Software License, Version 1.0. (See accompanying
+        file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
+      
    
+
    
+
    
+
    
+PrevUpHomeNext
+
    
+
+
diff --git a/doc/sf_and_dist/html/math_toolkit/utils/rounding/trunc.html b/doc/sf_and_dist/html/math_toolkit/utils/rounding/trunc.html
new file mode 100644
index 000000000..a7fee86e8
--- /dev/null
+++ b/doc/sf_and_dist/html/math_toolkit/utils/rounding/trunc.html
@@ -0,0 +1,89 @@
+
+
+
+Truncation Functions
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
    Boost C++ LibrariesHomeLibrariesPeopleFAQMore
    
+
    
+
    
+PrevUpHomeNext
+
    
+
    
+
    
+
    
+          
+
    
+
    #include <boost/math/special_functions/trunc.hpp>
    
+
    
+        
    
+
    template <class T>
+T trunc(const T& v);
+
+template <class T, class Policy>
+T trunc(const T& v, const Policy&);
+
+template <class T>
+int itrunc(const T& v);
+
+template <class T, class Policy>
+int itrunc(const T& v, const Policy&);
+
+template <class T>
+long ltrunc(const T& v);
+
+template <class T, class Policy>
+long ltrunc(const T& v, const Policy&);
+
+template <class T>
+long long lltrunc(const T& v);
+
+template <class T, class Policy>
+long long lltrunc(const T& v, const Policy&);
+
    
+
    
+          The trunc functions round their argument to the integer value, nearest
+          to but no larger in magnitude than the argument.
+        
    
+
    
+          For example itrunc(3.7) would
+          return 3 and ltrunc(-4.6) would
+          return -4.
+        
    
+
    
+          If the argument v is either non-finite or else outside
+          the range of the result type, then returns the result of rounding_error:
+          by default this throws an instance of boost::math::rounding_error.
+        
    
+
    
+
+
+
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
+        Distributed under the Boost Software License, Version 1.0. (See accompanying
+        file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
+      
    
+
    
+
    
+
    
+PrevUpHomeNext
+
    
+
+
diff --git a/doc/sf_and_dist/html/math_toolkit/utils/sign_functions.html b/doc/sf_and_dist/html/math_toolkit/utils/sign_functions.html
new file mode 100644
index 000000000..ad795197b
--- /dev/null
+++ b/doc/sf_and_dist/html/math_toolkit/utils/sign_functions.html
@@ -0,0 +1,98 @@
+
+
+
+Sign Manipulation Functions
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
    Boost C++ LibrariesHomeLibrariesPeopleFAQMore
    
+
    
+
    
+PrevUpHomeNext
+
    
+
    
+
    
+
    
+
+        Synopsis
+      
    
+
    
+        
+
    
+
    #include <boost/math/special_functions/sign.hpp>
+
    
+
    
+      
    
+
    namespace boost{ namespace math{
+
+template<class T> 
+int signbit(T x);
+
+template <class T>
+inline int sign (const T& z);
+
+template <class T>
+inline T copysign (const T& x, const T& y);
+
+}} // namespaces
+
    
+
    
+
+        Description
+      
    
+
    template<class T> 
+int signbit(T x);
+
    
+
    
+        Returns a non-zero value if the sign bit is set in variable x,
+        otherwise 0.
+      
    
+
    template <class T>
+inline int sign (const T& z);
+
    
+
    
+        Returns 1 if x
+        > 0,
+        -1
+        if x <
+        0, and 0
+        if x is zero.
+      
    
+
    template <class T>
+inline T copysign (const T& x, const T& y);
+
    
+
    
+        Sets the sign of x to be the same as the sign of y.
+      
    
+
    
+
+
+
+
    Copyright © 2006 , 2007, 2008, 2009 John Maddock, Paul A. Bristow,
+      Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani
+      and Thijs van den Berg
    
+        Distributed under the Boost Software License, Version 1.0. (See accompanying
+        file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
+      
    
+
    
+
    
+
    
+PrevUpHomeNext
+
    
+
+
diff --git a/doc/sf_and_dist/ibeta.qbk b/doc/sf_and_dist/ibeta.qbk
index fb94d983b..7b76fc131 100644
--- a/doc/sf_and_dist/ibeta.qbk
+++ b/doc/sf_and_dist/ibeta.qbk
@@ -3,7 +3,7 @@
 [h4 Synopsis]
 
 ``
-#include 
+#include 
 ``
 
    namespace boost{ namespace math{
diff --git a/doc/sf_and_dist/implementation.qbk b/doc/sf_and_dist/implementation.qbk
index 8fda4a313..abf145c75 100644
--- a/doc/sf_and_dist/implementation.qbk
+++ b/doc/sf_and_dist/implementation.qbk
@@ -72,12 +72,12 @@ So tests for one third, *not* exactly representable with radix two floating-poin
 `static_cast(1) / 3;`
 
 If a function is very sensitive to changes in input,
-specifying an inexact value as input (such as 0.1) can throw 
+specifying an inexact value as input (such as 0.1) can throw
 the result off by a noticeable amount: 0.1f is "wrong"
-by ~1e-7 for example (because 0.1 has no exact binary representation). 
+by ~1e-7 for example (because 0.1 has no exact binary representation).
 That is why exact binary values - halves, quarters, and eighths etc -
-are used in test code along with the occasional fraction `a/b` with `b` 
-a power of two (in order to ensure that the result is an exactly 
+are used in test code along with the occasional fraction `a/b` with `b`
+a power of two (in order to ensure that the result is an exactly
 representable binary value).
 
 [h4 Tolerance of Tests]
@@ -87,7 +87,7 @@ The tolerances need to be set to the maximum of:
 * Some epsilon value.
 * The accuracy of the data (often only near 64-bit double).
 
-Otherwise when long double has more digits than the test data, then no 
+Otherwise when long double has more digits than the test data, then no
 amount of tweaking an epsilon based tolerance will work.
 
 A common problem is when tolerances that are suitable for implementations
@@ -127,13 +127,13 @@ and with the
 [@http://www.open-std.org/jtc1/sc22/wg21/docs/papers/2005/n1836.pdf Draft Technical Report on C++ Library Extensions, 2005-06-24, section 5.2.1, paragraph 5].
 [link math_toolkit.main_overview.error_handling See also domain_error].
 
-See __policy_ref for details of the error handling policies that should allow 
+See __policy_ref for details of the error handling policies that should allow
 a user to comply with any of these recommendations, as well as other behaviour.
 
 See [link math_toolkit.main_overview.error_handling error handling]
 for a detailed explanation of the mechanism, and
 [link math_toolkit.dist.stat_tut.weg.error_eg error_handling example]
-and 
+and
 [@../../../example/error_handling_example.cpp error_handling_example.cpp]
 
 [caution If you enable throw but do NOT have try & catch block,
@@ -146,14 +146,14 @@ However, for simplicity, this is not done for most examples.]
 
 Functions that are not mathematically defined,
 like the Cauchy mean, fail to compile by default.
-[link math_toolkit.policy.pol_ref.assert_undefined A policy] 
+[link math_toolkit.policy.pol_ref.assert_undefined A policy]
 allows control of this.
 
 If the policy is to permit undefined functions, then calling them
 throws a domain error, by default.  But the error policy can be set
-to not throw, and to return NaN instead.  For example, 
+to not throw, and to return NaN instead.  For example,
 
-`#define BOOST_MATH_DOMAIN_ERROR_POLICY ignore_error` 
+`#define BOOST_MATH_DOMAIN_ERROR_POLICY ignore_error`
 
 appears before the first Boost include,
 then if the un-implemented function is called,
@@ -161,7 +161,7 @@ mean(cauchy<>()) will return std::numeric_limits::quiet_NaN().
 
 [warning If `std::numeric_limits::has_quiet_NaN` is false
 (for example T is a User-defined type),
-then an exception will always be thrown when a domain error occurs. 
+then an exception will always be thrown when a domain error occurs.
 Catching exceptions is therefore strongly recommended.]
 
 [h4 Median of distributions]
@@ -186,19 +186,19 @@ Mathematica Basic Statistics.] give more detail, in particular for discrete dist
 
 [h4 Handling of Floating-Point Infinity]
 
-Some functions and distributions are well defined with + or - infinity as 
-argument(s), but after some experiments with handling infinite arguments 
+Some functions and distributions are well defined with + or - infinity as
+argument(s), but after some experiments with handling infinite arguments
 as special cases, we concluded that it was generally more useful to forbid this,
-and instead to return the result of __domain_error.  
+and instead to return the result of __domain_error.
 
-Handling infinity as special cases is additionally complicated 
-because, unlike built-in types on most - but not all - platforms, 
-not all User-Defined Types are 
+Handling infinity as special cases is additionally complicated
+because, unlike built-in types on most - but not all - platforms,
+not all User-Defined Types are
 specialized to provide `std::numeric_limits::infinity()`
 and would return zero rather than any representation of infinity.
 
-The rationale is that non-finiteness may happen because of error 
-or overflow in the users code, and it will be more helpful for this 
+The rationale is that non-finiteness may happen because of error
+or overflow in the users code, and it will be more helpful for this
 to be diagnosed promptly rather than just continuing.
 The code also became much more complicated, more error-prone,
 much more work to test, and much less readable.
@@ -207,7 +207,7 @@ However in a few cases, for example normal, where we felt it obvious,
 we have permitted argument(s) to be infinity,
 provided infinity is implemented for the realType on that implementation.
 
-Users who require special handling of infinity (or other specific value) can, 
+Users who require special handling of infinity (or other specific value) can,
 of course, always intercept this before calling a distribution or function
 and return their own choice of value, or other behavior.
 This will often be simpler than trying to handle the aftermath of the error policy.
@@ -235,7 +235,7 @@ We considered adding location and scale to the list of functions, for example:
     }
     return (upper - lower);
   }
-  
+
 but found that these concepts are not defined (or their definition too contentious)
 for too many distributions to be generally applicable.
 Because they are non-member functions, they can be added if required.
@@ -253,7 +253,7 @@ the most common usage, lower = -1, mode = 0 and upper = 1 would be more suitable
 
 Some of the special functions in this library are implemented via
 rational approximations.  These are either taken from the literature,
-or devised by John Maddock using 
+or devised by John Maddock using
 [link math_toolkit.toolkit.internals2.minimax our Remez code].
 
 Rational rather than Polynomial approximations are used to ensure
@@ -266,24 +266,24 @@ Our own approximations were devised either for added accuracy
 literature methods were unavailable or under non-BSL
 compatible license.  Our Remez code is known to produce good
 agreement with literature results in fairly simple "toy" cases.
-All approximations were checked 
+All approximations were checked
 for convergence and to ensure that
-they were not ill-conditioned (the coefficients can give a 
-theoretically good solution, but the resulting rational function 
-may be un-computable at fixed precision).  
+they were not ill-conditioned (the coefficients can give a
+theoretically good solution, but the resulting rational function
+may be un-computable at fixed precision).
 
 Recomputing using different
 Remez implementations may well produce differing coefficients: the
 problem is well known to be ill conditioned in general, and our Remez implementation
 often found a broad and ill-defined minima for many of these approximations
-(of course for simple "toy" examples like approximating `exp` the minima 
+(of course for simple "toy" examples like approximating `exp` the minima
 is well defined, and the coeffiecents should agree no matter whose Remez
 implementation is used).  This should not in general effect the validity
-of the approximations: there's good literature supporting the idea that 
-coefficients can be "in error" without necessarily adversely effecting 
+of the approximations: there's good literature supporting the idea that
+coefficients can be "in error" without necessarily adversely effecting
 the result.  Note that "in error" has a special meaning in this context,
-see [@http://front.math.ucdavis.edu/0101.5042 
-"Approximate construction of rational approximations and the effect 
+see [@http://front.math.ucdavis.edu/0101.5042
+"Approximate construction of rational approximations and the effect
 of error autocorrection.", Grigori Litvinov, eprint arXiv:math/0101042].
 Therefore the coefficients still need to be accurately calculated, even if they can
 be in error compared to the "true" minimax solution.
@@ -294,8 +294,8 @@ A macro BOOST_DEFINE_MATH_CONSTANT in constants.hpp is used
 to provide high accuracy constants to mathematical functions and distributions,
 since it is important to provide values uniformly for both built-in
 float, double and long double types,
-and for User Defined types like NTL::quad_float and NTL::RR.  
-                                        
+and for User Defined types like NTL::quad_float and NTL::RR.
+
 To permit calculations in this Math ToolKit and its tests, (and elsewhere)
 at about 100 decimal digits with NTL::RR type,
 it is obviously necessary to define constants to this accuracy.
@@ -316,7 +316,7 @@ For example, pi is defined:
   BOOST_DEFINE_MATH_CONSTANT(pi,
     3.141592653589793238462643383279502884197169399375105820974944,
     5923078164062862089986280348253421170679821480865132823066470938446095505,
-    0)                                              
+    0)
 
 And used thus:
 
@@ -324,19 +324,19 @@ And used thus:
 
   double diameter = 1.;
   double radius = diameter * pi();
-  
+
   or boost::math::constants::pi()
 
 Note that it is necessary (if inconvenient) to specify the type explicitly.
 
 So you cannot write
 
-  double p = boost::math::constants::pi<>();  // could not deduce template argument for 'T'  
+  double p = boost::math::constants::pi<>();  // could not deduce template argument for 'T'
 
 Neither can you write:
 
-  double p = boost::math::constants::pi; // Context does not allow for disambiguation of overloaded function     
-  double p = boost::math::constants::pi(); // Context does not allow for disambiguation of overloaded function     
+  double p = boost::math::constants::pi; // Context does not allow for disambiguation of overloaded function
+  double p = boost::math::constants::pi(); // Context does not allow for disambiguation of overloaded function
 
 [h4 Thread safety]
 
@@ -344,16 +344,16 @@ Reporting of error by setting errno should be thread safe already
 (otherwise none of the std lib math functions would be thread safe?).
 If you turn on reporting of errors via exceptions, errno gets left unused anyway.
 
-Other than that, the code is intended to be thread safe *for built in 
+Other than that, the code is intended to be thread safe *for built in
 real-number types* : so float, double and long double are all thread safe.
 
-For non-built-in types - NTL::RR for example - initialisation of the various 
-constants used in the implementation is potentially *not* thread safe.  
+For non-built-in types - NTL::RR for example - initialisation of the various
+constants used in the implementation is potentially *not* thread safe.
 This most undesiable, but it would be a signficant challenge to fix it.
-Some compilers may offer the option of having 
-static-constants initialised in a thread safe manner (Commeau, and maybe 
-others?), if that's the case then the problem is solved.  This is a topic of 
-hot debate for the next C++ std revision, so hopefully all compilers 
+Some compilers may offer the option of having
+static-constants initialised in a thread safe manner (Commeau, and maybe
+others?), if that's the case then the problem is solved.  This is a topic of
+hot debate for the next C++ std revision, so hopefully all compilers
 will be required to do the right thing here at some point.
 
 [h4 Sources of Test Data]
@@ -386,32 +386,32 @@ It calculates pdf, cdf, survivor, log survivor, hazard, tail areas,
 & critical values for 5 tail values.
 
 It is also the only independent source found for the Weibull distribution;
-unfortunately it appears to suffer from very poor accuracy in areas where 
+unfortunately it appears to suffer from very poor accuracy in areas where
 the underlying special function is known to be difficult to implement.
 
 [h4 Creating and Managing the Equations]
 
-The primary source for the equations is now 
-[@http://www.w3.org/Math/ MathML]: see the 
+The primary source for the equations is now
+[@http://www.w3.org/Math/ MathML]: see the
 *.mml files in libs\/math\/doc\/sf_and_dist\/equations\/.
 
-These are most easily edited by a GUI editor such as 
+These are most easily edited by a GUI editor such as
 [@http://mathcast.sourceforge.net/home.html Mathcast],
 please note that the equation editor supplied with Open Office
 currently mangles these files and should not currently be used.
 
-Convertion to SVG was achieved using 
+Convertion to SVG was achieved using
 [@http://www.grigoriev.ru/svgmath/ SVGMath] and a command line
 such as:
 
-[pre 
-$for file in *.mml; do 
+[pre
+$for file in *.mml; do
 >/cygdrive/c/Python25/python.exe 'C:\download\open\SVGMath-0.3.1\math2svg.py' \\
 >>$file > $(basename $file .mml).svg
 >done
 ]
 
-Note that SVGMath requires that the mml files are *not* wrapped in an XHTML 
+Note that SVGMath requires that the mml files are *not* wrapped in an XHTML
 XML wrapper - this is added by Mathcast by default - one workaround is to
 copy an existing mml file and then edit it with Mathcast: the existing
 format should then be preserved.  This is a bug in the XML parser used by
@@ -444,7 +444,7 @@ for it to be used with either SVGMath or XEP "as is".
 Also note that the SVG files in the repository are almost certainly
 Windows-specific since they reference various Windows Fonts.
 
-PNG files can be created from the SVG's using 
+PNG files can be created from the SVG's using
 [@http://xmlgraphics.apache.org/batik/tools/rasterizer.html Batik]
 and a command such as:
 
@@ -452,8 +452,8 @@ and a command such as:
 
 Or using Inkscape and a command such as:
 
-[pre for file in *.svg; do 
-  /cygdrive/c/progra~1/Inkscape/inkscape -d 120 -e $(cygpath -a -w $(basename $file .svg).png) $(cygpath -a -w $file); 
+[pre for file in *.svg; do
+  /cygdrive/c/progra~1/Inkscape/inkscape -d 120 -e $(cygpath -a -w $(basename $file .svg).png) $(cygpath -a -w $file);
 done]
 
 Currently Inkscape seems to generate the better looking png's.
@@ -462,19 +462,25 @@ The PDF is generated into \pdf\math.pdf
 using a command from a shell or command window with current directory
 \math_toolkit\libs\math\doc\sf_and_dist, typically:
 
-[pre bjam -a pdf]
+[pre bjam -a pdf >math_pdf.log]
 
-Note that XEP will have to be configured to *use and embed* 
+Note that XEP will have to be configured to *use and embed*
 whatever fonts are used by the SVG equations
-(if necessary editing the sample xep.xml provided by the XEP installation). 
+(almost certainly editing the sample xep.xml provided by the XEP installation).
+If you fail to do this you will get XEP warnings in the log file like
 
-(html is generated at math_toolkit\libs\math\doc\sf_and_dist\html\index.html
-using just bjam -a).
+[pre \[warning\]could not find any font family matching "Times New Roman"; replaced by Helvetica]
 
-JM's XEP config file has the following font configuration section added:
+(html is the default so it is generated at math_toolkit\libs\math\doc\sf_and_dist\html\index.html
+using command line >bjam -a > math_docs.log).
+
+ 
+is provided in the xep.xml downloaded, but the Windows TrueType fonts are commented out.
+
+JM's XEP config file \xep\xep.xml has the following font configuration section added:
 
 [pre
-     
+    
       
         <\/font>
         <\/font>
@@ -514,18 +520,20 @@ JM's XEP config file has the following font configuration section added:
         <\/font>
         <\/font>
       <\/font\-family>
-      
-    
-         <\/font>
-    <\/font\-family>
+
+    
+         
+         
+         
+    
 ]
 
 PAB had to alter his because the Lucida Sans Unicode font had a different name.
-Changes are very likely to be required if you are not using Windows.
+Other changes are very likely to be required if you are not using Windows.
 
 XZ authored his equations using the venerable Latex, JM converted these to
 MathML using [@http://gentoo-wiki.com/HOWTO_Convert_LaTeX_to_HTML_with_MathML mxlatex].
-This process is currently unreliable and required some manual intervention: 
+This process is currently unreliable and required some manual intervention:
 consequently Latex source is not considered a viable route for the automatic
 production of SVG versions of equations.
 
@@ -543,7 +551,7 @@ template defined in math.qbk.  This outputs Docbook XML that looks like:
 
 ]
 
-MathML is not currently present in the Docbook output, or in the 
+MathML is not currently present in the Docbook output, or in the
 generated HTML: this needs further investigation.
 
 [h4 Producing Graphs]
@@ -560,7 +568,7 @@ project of Jacob Voytko (whose work so far is at .\boost-sandbox\SOC\2007\visual
 
 [endsect] [/section:implementation Implementation Notes]
 
-[/ 
+[/
   Copyright 2006, 2007 John Maddock and Paul A. Bristow.
   Distributed under the Boost Software License, Version 1.0.
   (See accompanying file LICENSE_1_0.txt or copy at
diff --git a/doc/sf_and_dist/issues.qbk b/doc/sf_and_dist/issues.qbk
index 9a59a3174..80727e77d 100644
--- a/doc/sf_and_dist/issues.qbk
+++ b/doc/sf_and_dist/issues.qbk
@@ -88,9 +88,6 @@ is found, the higher the priority for implementing it:
 
 [table
 [[Distribution][R][Mathematica 6][NIST][Regress+][Matlab]]
-[/4 votes:]
-[[Logistic][X][X][-][X][X]]
-[[Hypergeometric][X][X][-][X][X]]
 
 [/3 votes:]
 [[Inverse Gausian / Inverse Normal][-][X][-][X][X]]
@@ -137,7 +134,8 @@ Also asked for more than once:
 * Add support for interpolated distributions, possibly combine with numeric 
 integration and differentiation.
 * Add support for bivariate and multivariate distributions: most especially the normal.
-
+* Add support for the log of the cdf and pdf: this is mainly a performance optimisation since we can avoid
+some special function calls for some distributions by returning the log of the result.
 
 [endsect][/section:issues Known Issues, and Todo List]
 
diff --git a/doc/sf_and_dist/math.qbk b/doc/sf_and_dist/math.qbk
index 0adee9fae..07d9c99c2 100644
--- a/doc/sf_and_dist/math.qbk
+++ b/doc/sf_and_dist/math.qbk
@@ -1,13 +1,13 @@
 [article Math Toolkit
     [quickbook 1.4]
-    [copyright 2006, 2007, 2008 John Maddock, Paul A. Bristow, Hubert Holin, Xiaogang Zhang, Bruno Lalande and Johan Råde]
+    [copyright 2006, 2007, 2008, 2009 John Maddock, Paul A. Bristow, Hubert Holin, Xiaogang Zhang, Bruno Lalande, Johan Råde, Gautam Sewani and Thijs van den Berg]
     [purpose ISBN 0-9504833-2-X  978-0-9504833-2-0, Classification 519.2-dc22]
     [license
         Distributed under the Boost Software License, Version 1.0.
         (See accompanying file LICENSE_1_0.txt or copy at
         [@http://www.boost.org/LICENSE_1_0.txt])
     ]
-    [authors [Maddock, John], [Bristow, Paul A.], [Holin, Hubert], [Zhang, Xiaogang], [Lalande, Bruno], [Råde, Johan]]
+    [authors [Maddock, John], [Bristow, Paul A.], [Holin, Hubert], [Zhang, Xiaogang], [Lalande, Bruno], [Råde, Johan], [Sewani, Gautam], [van den Berg, Thijs]]
     [category math]
     [purpose mathematics]
     [/last-revision $Date$]
@@ -62,12 +62,13 @@
 [def __godfrey [link godfrey Godfrey]]
 [def __pugh [link pugh Pugh]]
 
-[def __caution This is now an official Boost library, but remains a library under 
-               construction, the code is fully functional and robust, but 
+[def __caution This is now an official Boost library, but remains a library under
+               construction, the code is fully functional and robust, but
                interfaces, library structure, and function and distribution names
                may still be changed without notice.]
-               
+
 [template tr1[] [@http://www.open-std.org/jtc1/sc22/wg21/docs/papers/2005/n1836.pdf Technical Report on C++ Library Extensions]]
+[template C99[] [@http://www.open-std.org/JTC1/SC22/WG14/www/docs/n1256.pdf C99 Standard ISO/IEC 9899:1999]]
 [template jm_rationals[] [link math_toolkit.backgrounders.implementation.rational_approximations_used devised by JM]]
 [def __domain_error [link domain_error domain_error]]
 [def __pole_error [link pole_error pole_error]]
@@ -184,11 +185,11 @@ and use the function's name as the link text]
 [def __expint_n [link math_toolkit.special.expint.expint_n zeta]]
 
 [/rounding]
-[def __round [link math_toolkit.special.rounding.round round]]
-[def __lround [link math_toolkit.special.rounding.round round]]
-[def __llround [link math_toolkit.special.rounding.round round]]
-[def __trunc [link math_toolkit.special.rounding.trunc trunc]]
-[def __modf [link math_toolkit.special.rounding.modf modf]]
+[def __round [link math_toolkit.utils.rounding.round round]]
+[def __lround [link math_toolkit.utils.rounding.round round]]
+[def __llround [link math_toolkit.utils.rounding.round round]]
+[def __trunc [link math_toolkit.utils.rounding.trunc trunc]]
+[def __modf [link math_toolkit.utils.rounding.modf modf]]
 
 [/polynomials]
 [def __laguerre [link math_toolkit.special.sf_poly.laguerre laguerre]]
@@ -200,7 +201,6 @@ and use the function's name as the link text]
 [def __spherical_harmonic [link math_toolkit.special.sf_poly.sph_harm spherical_harmonic]]
 
 
-
 [/ distribution non-members]
 [def __cdf [link math.dist.cdf Cumulative Distribution Function]]
 [def __pdf [link math.dist.pdf Probability Density Function]]
@@ -229,12 +229,16 @@ and use the function's name as the link text]
 [def __exp_distrib [link math_toolkit.dist.dist_ref.dists.exp_dist Exponential Distribution]]
 [def __F_distrib [link math_toolkit.dist.dist_ref.dists.f_dist Fisher F Distribution]]
 [def __gamma_distrib [link math_toolkit.dist.dist_ref.dists.gamma_dist Gamma Distribution]]
+[def __hypergeometric_distrib [link math_toolkit.dist.dist_ref.dists.hypergeometric_dist Hypergeometric Distribution]]
+[def __laplace_distrib [link math_toolkit.dist.dist_ref.dists.laplace_dist Laplace Distribution]]
+[def __logistic_distrib [link math_toolkit.dist.dist_ref.dists.logistic_dist Logistic Distribution]]
 [def __lognormal_distrib [link math_toolkit.dist.dist_ref.dists.lognormal_dist Log-normal Distribution]]
 [def __negative_binomial_distrib [link math_toolkit.dist.dist_ref.dists.negative_binomial_dist Negative Binomial Distribution]]
 [def __non_central_chi_squared_distrib [link math_toolkit.dist.dist_ref.dists.nc_chi_squared_dist Noncentral Chi Squared Distribution]]
 [def __non_central_beta_distrib [link math_toolkit.dist.dist_ref.dists.nc_beta_dist Noncentral Beta Distribution]]
 [def __non_central_F_distrib [link math_toolkit.dist.dist_ref.dists.nc_f_dist Noncentral F Distribution]]
 [def __non_central_T_distrib [link math_toolkit.dist.dist_ref.dists.nc_t_dist Noncentral T Distribution]]
+[def __non_central_t_distrib [link math_toolkit.dist.dist_ref.dists.nc_t_dist noncentral T distribution]]
 [def __normal_distrib [link math_toolkit.dist.dist_ref.dists.normal_dist Normal Distribution]]
 [def __poisson_distrib [link math_toolkit.dist.dist_ref.dists.poisson_dist Poisson Distribution]]
 [def __students_t_distrib [link math_toolkit.dist.dist_ref.dists.students_t_dist Students t Distribution]]
@@ -251,8 +255,8 @@ and use the function's name as the link text]
 [def __changing_policy_defaults [link math_toolkit.policy.pol_ref.policy_defaults changing policies defaults]]
 [def __user_error_handling [link math_toolkit.policy.pol_tutorial.user_def_err_pol user error handling]]
 
-[def __usual_accessors __cdf, __pdf, __quantile, __hazard, 
-   __chf, __mean, __median, __mode, __variance, __sd, __skewness, 
+[def __usual_accessors __cdf, __pdf, __quantile, __hazard,
+   __chf, __mean, __median, __mode, __variance, __sd, __skewness,
    __kurtosis, __kurtosis_excess, __range and __support]
 
 [def __gsl [@http://www.gnu.org/software/gsl/ GSL-1.9]]
@@ -273,18 +277,18 @@ and use the function's name as the link text]
 
 [template header_file[file] [@../../../../../[file] [file]]]
 
-[template optional_policy[] 
+[template optional_policy[]
 The final __Policy argument is optional and can be used to
-control the behaviour of the function: how it handles errors, 
-what level of precision to use etc.  Refer to the 
+control the behaviour of the function: how it handles errors,
+what level of precision to use etc.  Refer to the
 [link math_toolkit.policy policy documentation for more details].]
 
 [template discrete_quantile_warning[NAME]
 [caution
 The [NAME] distribution is a discrete distribution: internally
-functions like the `cdf` and `pdf` are treated "as if" they are continuous 
+functions like the `cdf` and `pdf` are treated "as if" they are continuous
 functions, but in reality the results returned from these functions
-only have meaning if an integer value is provided for the random variate 
+only have meaning if an integer value is provided for the random variate
 argument.
 
 The quantile function will by default return an integer result that has been
@@ -296,13 +300,13 @@ coverage will be present in the central region, and /no more than/
 the requested coverage will be present in the tails.
 
 This behaviour can be changed so that the quantile functions are rounded
-differently, or even return a real-valued result using 
+differently, or even return a real-valued result using
 [link math_toolkit.policy.pol_overview Policies].  It is strongly
-recommended that you read the tutorial 
+recommended that you read the tutorial
 [link math_toolkit.policy.pol_tutorial.understand_dis_quant
 Understanding Quantiles of Discrete Distributions] before
 using the quantile function on the [NAME] distribution.  The
-[link math_toolkit.policy.pol_ref.discrete_quant_ref reference docs] 
+[link math_toolkit.policy.pol_ref.discrete_quant_ref reference docs]
 describe how to change the rounding policy
 for these distributions.
 ] [/ caution]
@@ -332,10 +336,11 @@ printer friendly PDF format].
 [section:perf_over Performance]
 [performance_overview]
 [endsect]
+[include building.qbk]
 [section:history1 History and What's New]
 [history]
 [endsect]
-[section:tr1 C99 and TR1 C Functions]
+[section:tr1 C99 and C++ TR1 C-style Functions]
 [tr1_overview]
 [endsect]
 [include contact_info.qbk]
@@ -402,9 +407,15 @@ printer friendly PDF format].
 [include powers.qbk]
 [include sinc.qbk]
 [include inv_hyper.qbk]
+
+[endsect] [/section:special Special Functions]
+
+[section:utils Floating Point Utilities]
 [include rounding_func.qbk]
 [include fpclassify.qbk]
+[include sign.qbk]
 [include float_next.qbk]
+[endsect]
 
 [section:extern_c TR1 and C99 external "C" Functions]
 [section:tr1 C99 and TR1 C Functions Overview]
@@ -414,8 +425,6 @@ printer friendly PDF format].
 [include tr1_ref.qbk]
 [endsect]
 
-[endsect] [/section:special Special Functions]
-
 [section:toolkit Internal Details and Tools (Experimental)]
 
 [include internals_overview.qbk]
@@ -467,7 +476,7 @@ printer friendly PDF format].
 [/include test_HTML4_symbols.qbk]
 [/include test_Latin1_symbols.qbk]
 
-[endsect] [/section:status Status and Roadmap] 
+[endsect] [/section:status Status and Roadmap]
 
 [/ math.qbk
   Copyright 2008 John Maddock and Paul A. Bristow.
diff --git a/doc/sf_and_dist/performance.qbk b/doc/sf_and_dist/performance.qbk
index 66b1000f0..99d91cbff 100644
--- a/doc/sf_and_dist/performance.qbk
+++ b/doc/sf_and_dist/performance.qbk
@@ -268,74 +268,102 @@ the `/Ox /arch:SSE2` options.
 
 [heading Comparison to the R Statistical Library on Windows]
 
-All the results were measured on a 2.8GHz Intel Pentium 4, 2Gb RAM, Windows XP
-machine, with the test program compiled with Microsoft Visual C++ 2005, and
-R-2.5.0 compiled in "standalone mode" with MinGW-3.4 
-(R-2.5.0 appears not to be buildable with Visual C++).
+All the results were measured on a 2.0GHz Intel T5800 Core 2 Duo, 4Gb RAM, Windows Vista
+machine, with the test program compiled with Microsoft Visual C++ 2008, and
+R-2.8.1 compiled in "standalone mode" with MinGW-4.3 
+(R-2.8.1 appears not to be buildable with Visual C++).
 
 [table A Comparison to the R Statistical Library on Windows XP
 [[Statistical Function][Boost][R]]
-[[__beta_distrib CDF][[perf msvc-dist-beta-cdf..[para 1.20][para (1.916e-006s)]]][[perf msvc-dist-beta-R-cdf..[para *1.00*][para (1.597e-006s)]]]]
-[[__beta_distrib Quantile][[perf msvc-dist-beta-quantile..[para *1.00*][para (6.570e-006s)]]][[perf msvc-dist-beta-R-quantile..[para 74.66[footnote There are a small number of our test cases where the R library fails to converge on a result: these tend to dominate the performance result.]][para (4.905e-004s)]]]]
-[[__binomial_distrib CDF][[perf msvc-dist-binomial-cdf..[para *1.00*][para (5.276e-007s)]]][[perf msvc-dist-binom-R-cdf..[para 2.45][para (1.293e-006s)]]]]
-[[__binomial_distrib Quantile][[perf msvc-dist-binomial-quantile..[para *1.00*][para (4.013e-006s)]]][[perf msvc-dist-binom-R-quantile..[para 1.32][para (5.280e-006s)]]]]
-[[__cauchy_distrib CDF][[perf msvc-dist-cauchy-cdf..[para *1.00*][para (1.231e-007s)]]][[perf msvc-dist-cauchy-R-cdf..[para 1.28][para (1.576e-007s)]]]]
-[[__cauchy_distrib Quantile][[perf msvc-dist-cauchy-quantile..[para *1.00*][para (1.498e-007s)]]][[perf msvc-dist-cauchy-R-quantile..[para *1.00*][para (1.498e-007s)]]]]
-[[__chi_squared_distrib CDF][[perf msvc-dist-chi_squared-cdf..[para *1.00*][para (7.889e-007s)]]][[perf msvc-dist-chisq-R-cdf..[para 2.48][para (1.955e-006s)]]]]
-[[__chi_squared_distrib Quantile][[perf msvc-dist-chi_squared-quantile..[para *1.00*][para (4.303e-006s)]]][[perf msvc-dist-chisq-R-quantile..[para 1.61][para (6.925e-006s)]]]]
-[[__exp_distrib CDF][[perf msvc-dist-exponential-cdf..[para *1.00*][para (1.955e-007s)]]][[perf msvc-dist-exp-R-cdf..[para 1.97][para (3.844e-007s)]]]]
-[[__exp_distrib Quantile][[perf msvc-dist-exponential-quantile..[para 1.07][para (1.206e-007s)]]][[perf msvc-dist-exp-R-quantile..[para *1.00*][para (1.126e-007s)]]]]
-[[__F_distrib CDF][[perf msvc-dist-fisher_f-cdf..[para *1.00*][para (1.309e-006s)]]][[perf msvc-dist-f-R-cdf..[para 2.12][para (2.780e-006s)]]]]
-[[__F_distrib Quantile][[perf msvc-dist-fisher_f-quantile..[para *1.00*][para (7.204e-006s)]]][[perf msvc-dist-f-R-quantile..[para 1.78][para (1.280e-005s)]]]]
-[[__gamma_distrib CDF][[perf msvc-dist-gamma-cdf..[para *1.00*][para (1.076e-006s)]]][[perf msvc-dist-gamma-R-cdf..[para 2.07][para (2.227e-006s)]]]]
-[[__gamma_distrib Quantile][[perf msvc-dist-gamma-quantile..[para *1.00*][para (5.189e-006s)]]][[perf msvc-dist-gamma-R-quantile..[para 1.14][para (5.937e-006s)]]]] 
-[[__lognormal_distrib CDF][[perf msvc-dist-lognormal-cdf..[para *1.00*][para (2.078e-007s)]]][[perf msvc-dist-lnorm-R-cdf..[para 1.41][para (2.930e-007s)]]]]
-[[__lognormal_distrib Quantile][[perf msvc-dist-lognormal-quantile..[para *1.00*][para (6.692e-007s)]]][[perf msvc-dist-lnorm-R-quantile..[para 1.63][para (1.090e-006s)]]]]
-[[__negative_binomial_distrib CDF][[perf msvc-dist-negative_binomial-cdf..[para *1.00*][para (9.005e-007s)]]][[perf msvc-dist-nbinom-R-cdf..[para 2.42][para (2.178e-006s)]]]]
-[[__negative_binomial_distrib Quantile][[perf msvc-dist-negative_binomial-quantile..[para *1.00*][para (9.601e-006s)]]][[perf msvc-dist-nbinom-R-quantile..[para 53.59[footnote The R library appears to use a linear-search strategy, that can perform very badly in a small number of pathological cases, but may or may not be more efficient in "typical" cases]][para (5.145e-004s)]]]]
-[[__normal_distrib CDF][[perf msvc-dist-normal-cdf..[para *1.00*][para (5.926e-008s)]]][[perf msvc-dist-norm-R-cdf..[para 3.01][para (1.785e-007s)]]]]
-[[__normal_distrib Quantile][[perf msvc-dist-normal-quantile..[para *1.00*][para (1.248e-007s)]]][[perf msvc-dist-norm-R-quantile..[para 1.05][para (1.311e-007s)]]]]
-[[__poisson_distrib CDF][[perf msvc-dist-poisson-cdf..[para *1.00*][para (8.999e-007s)]]][[perf msvc-dist-pois-R-cdf..[para 2.42][para (2.175e-006s)]]]]
-[[__poisson_distrib][[perf msvc-dist-poisson-quantile..[para *1.00*][para (1.853e-006s)]]][[perf msvc-dist-pois-R-quantile..[para 2.17][para (4.014e-006s)]]]]
-[[__students_t_distrib CDF][[perf msvc-dist-students_t-cdf..[para *1.00*][para (1.223e-006s)]]][[perf msvc-dist-t-R-cdf..[para 1.13][para (1.376e-006s)]]]]
-[[__students_t_distrib Quantile][[perf msvc-dist-students_t-quantile..[para *1.00*][para (2.570e-006s)]]][[perf msvc-dist-t-R-quantile..[para 1.04][para (2.668e-006s)]]]]
-[[__weibull_distrib CDF][[perf msvc-dist-weibull-cdf..[para *1.00*][para (4.741e-007s)]]][[perf msvc-dist-weibull-R-cdf..[para 1.46][para (6.943e-007s)]]]]
-[[__weibull_distrib Quantile][[perf msvc-dist-weibull-quantile..[para *1.00*][para (7.926e-007s)]]][[perf msvc-dist-weibull-R-quantile..[para 1.08][para (8.542e-007s)]]]]
+[[__beta_distrib CDF][[perf msvc-dist-beta-cdf..[para 1.32][para (1.683e-006s)]]][[perf msvc-dist-beta-R-cdf..[para *1.00*][para (1.271e-006s)]]]]
+[[__beta_distrib Quantile][[perf msvc-dist-beta-quantile..[para *1.00*][para (5.695e-006s)]]][[perf msvc-dist-beta-R-quantile..[para 58.77[footnote There are a small number of our test cases where the R library fails to converge on a result: these tend to dominate the performance result.]][para (3.347e-004s)]]]]
+[[__binomial_distrib CDF][[perf msvc-dist-binomial-cdf..[para *1.00*][para (5.276e-007s)]]][[perf msvc-dist-binom-R-cdf..[para 1.46][para (7.714e-007s)]]]]
+[[__binomial_distrib Quantile][[perf msvc-dist-binomial-quantile..[para *1.00*][para (3.608e-006s)]]][[perf msvc-dist-binom-R-quantile..[para 1.04][para (3.770e-006s)]]]]
+[[__cauchy_distrib CDF][[perf msvc-dist-cauchy-cdf..[para 1.53][para (1.878e-007s)]]][[perf msvc-dist-cauchy-R-cdf..[para *1.00*][para (1.229e-007s)]]]]
+[[__cauchy_distrib Quantile][[perf msvc-dist-cauchy-quantile..[para 1.65][para (1.997e-007s)]]][[perf msvc-dist-cauchy-R-quantile..[para *1.00*][para (1.213e-007s)]]]]
+[[__chi_squared_distrib CDF][[perf msvc-dist-chi_squared-cdf..[para *1.00*][para (6.258e-007s)]]][[perf msvc-dist-chisq-R-cdf..[para 1.91][para (1.196e-006s)]]]]
+[[__chi_squared_distrib Quantile][[perf msvc-dist-chi_squared-quantile..[para *1.00*][para (3.934e-006s)]]][[perf msvc-dist-chisq-R-quantile..[para 1.34][para (5.271e-006s)]]]]
+[[__exp_distrib CDF][[perf msvc-dist-exponential-cdf..[para *1.00*][para (1.017e-007s)]]][[perf msvc-dist-exp-R-cdf..[para 2.22][para (2.258e-007s)]]]]
+[[__exp_distrib Quantile][[perf msvc-dist-exponential-quantile..[para 1.69][para (1.079e-007s)]]][[perf msvc-dist-exp-R-quantile..[para *1.00*][para (6.398e-008s)]]]]
+[[__F_distrib CDF][[perf msvc-dist-fisher_f-cdf..[para *1.00*][para (1.114e-006s)]]][[perf msvc-dist-f-R-cdf..[para 1.16][para (1.296e-006s)]]]]
+[[__F_distrib Quantile][[perf msvc-dist-fisher_f-quantile..[para *1.00*][para (8.604e-006s)]]][[perf msvc-dist-f-R-quantile..[para 1.10][para (9.474e-006s)]]]]
+[[__gamma_distrib CDF][[perf msvc-dist-gamma-cdf..[para *1.00*][para (8.750e-007s)]]][[perf msvc-dist-gamma-R-cdf..[para 1.49][para (1.303e-006s)]]]]
+[[__gamma_distrib Quantile][[perf msvc-dist-gamma-quantile..[para *1.00*][para (4.449e-006s)]]][[perf msvc-dist-gamma-R-quantile..[para 2.49][para (1.110e-005s)]]]] 
+
+[[__hypergeometric_distrib CDF][[perf msvc-dist-hypergeometric-cdf..[para 1.55[footnote This result is somewhat misleading: for small values of the parameters there is  virtually no difference between the two libraries, but for large values the Boost implementation is /much/ slower, albeit with much improved precision.]][para (2.583e-007s)]]][[perf msvc-dist-hypergeo-R-cdf..[para *1.00*][para (1.668e-007s)]]]]
+[[__hypergeometric_distrib Quantile][[perf msvc-dist-hypergeometric-quantile..[para *1.00*][para (2.369e-007s)]]][[perf msvc-dist-hypergeo-R-quantile..[para 8.46][para (2.004e-006s)]]]] 
+[[__logistic_distrib CDF][[perf msvc-dist-logistic-cdf..[para *1.00*][para (1.550e-007s)]]][[perf msvc-dist-logis-R-cdf..[para 2.34][para (3.623e-007s)]]]]
+[[__logistic_distrib Quantile][[perf msvc-dist-logistic-quantile..[para 1.87][para (1.534e-007s)]]][[perf msvc-dist-logis-R-quantile..[para *1.00*][para (8.211e-008s)]]]] 
+
+[[__lognormal_distrib CDF][[perf msvc-dist-lognormal-cdf..[para 1.26][para (2.754e-007s)]]][[perf msvc-dist-lnorm-R-cdf..[para *1.00*][para (2.180e-007s)]]]]
+[[__lognormal_distrib Quantile][[perf msvc-dist-lognormal-quantile..[para *1.00*][para (4.811e-007s)]]][[perf msvc-dist-lnorm-R-quantile..[para 1.27][para (6.086e-007s)]]]]
+[[__negative_binomial_distrib CDF][[perf msvc-dist-negative_binomial-cdf..[para 1.36][para (1.903e-006s)]]][[perf msvc-dist-nbinom-R-cdf..[para *1.00*][para (1.398e-006s)]]]]
+[[__negative_binomial_distrib Quantile][[perf msvc-dist-negative_binomial-quantile..[para *1.00*][para (2.311e-005s)]]][[perf msvc-dist-nbinom-R-quantile..[para 16.03[footnote The R library appears to use a linear-search strategy, that can perform very badly in a small number of pathological cases, but may or may not be more efficient in "typical" cases]][para (3.704e-004s)]]]]
+
+[[__non_central_chi_squared_distrib CDF][[perf msvc-dist-non_central_chi_squared-cdf..[para *1.00*][para (4.274e-006s)]]][[perf msvc-dist-nchisq-R-cdf..[para 34.09][para (1.457e-004s)]]]]
+[[__non_central_chi_squared_distrib Quantile][[perf msvc-dist-non_central_chi_squared-quantile..[para *1.00*][para (3.528e-004s)]]][[perf msvc-dist-nchisq-R-quantile..[para 75.71[footnote There are a small number of our test cases where the R library fails to converge on a result: these tend to dominate the performance result.]][para (2.671e-002s)]]]]
+[[__non_central_F_distrib CDF][[perf msvc-dist-non_central_f-cdf..[para *1.00*][para (1.182e-005s)]]][[perf msvc-dist-nf-R-cdf..[para 1.51][para (1.781e-005s)]]]]
+[[__non_central_F_distrib Quantile][[perf msvc-dist-non_central_f-quantile..[para *1.00*][para (4.822e-004s)]]][[perf msvc-dist-nf-R-quantile..[para 3.99][para (1.924e-003s)]]]]
+[[__non_central_t_distrib CDF][[perf msvc-dist-non_central_t-cdf..[para 3.58][para (1.937e-005s)]]][[perf msvc-dist-nt-R-cdf..[para *1.00*][para (5.411e-006s)]]]]
+[[__non_central_t_distrib Quantile][[perf msvc-dist-non_central_t-quantile..[para 1.34][para (5.933e-004s)]]][[perf msvc-dist-nt-R-quantile..[para *1.00*[footnote There are a small number of our test cases where the R library fails to converge on a result: these tend to dominate the performance result.]][para (4.432e-004s)]]]]
+
+[[__normal_distrib CDF][[perf msvc-dist-normal-cdf..[para 1.22][para (1.667e-007s)]]][[perf msvc-dist-norm-R-cdf..[para *1.00*][para (1.372e-007s)]]]]
+[[__normal_distrib Quantile][[perf msvc-dist-normal-quantile..[para 1.97][para (2.323e-007s)]]][[perf msvc-dist-norm-R-quantile..[para *1.00*][para (1.182e-007s)]]]]
+[[__poisson_distrib CDF][[perf msvc-dist-poisson-cdf..[para *1.00*][para (6.680e-007s)]]][[perf msvc-dist-pois-R-cdf..[para 1.98][para (1.325e-006s)]]]]
+[[__poisson_distrib][[perf msvc-dist-poisson-quantile..[para *1.00*][para (1.532e-006s)]]][[perf msvc-dist-pois-R-quantile..[para 1.75][para (2.683e-006s)]]]]
+[[__students_t_distrib CDF][[perf msvc-dist-students_t-cdf..[para 1.08][para (1.002e-006s)]]][[perf msvc-dist-t-R-cdf..[para *1.00*][para (9.277e-007s)]]]]
+[[__students_t_distrib Quantile][[perf msvc-dist-students_t-quantile..[para *1.00*][para (2.444e-006s)]]][[perf msvc-dist-t-R-quantile..[para 1.29][para (3.159e-006s)]]]]
+[[__weibull_distrib CDF][[perf msvc-dist-weibull-cdf..[para 1.60][para (7.061e-007s)]]][[perf msvc-dist-weibull-R-cdf..[para *1.00*][para (4.404e-007s)]]]]
+[[__weibull_distrib Quantile][[perf msvc-dist-weibull-quantile..[para 1.02][para (1.133e-006s)]]][[perf msvc-dist-weibull-R-quantile..[para *1.00*][para (1.114e-006s)]]]]
 ]
 
 [heading Comparison to the R Statistical Library on Linux]
 
-All the results were measured on a 2.8GHz Intel Pentium 4, 2Gb RAM, Mandriva Linux
-machine, with the test program and R-2.5.0 compiled with GNU G++ 4.2.0.
+All the results were measured on a 2.0GHz Intel T5800 Core 2 Duo, 4Gb RAM, Ubuntu Linux 8.1
+machine, with the test program and R-2.8.1 compiled with GNU G++ 4.3.2 using -O3.
 
 [table A Comparison to the R Statistical Library on Linux
 [[Statistical Function][Boost][R]]
-[[__beta_distrib CDF][[perf gcc-4_2-dist-beta-cdf..[para 1.71][para (3.508e-006s)]]][[perf gcc-4_2-dist-beta-R-cdf..[para *1.00*][para (2.050e-006s)]]]]
-[[__beta_distrib Quantile][[perf gcc-4_2-dist-beta-quantile..[para *1.00*][para (1.294e-005s)]]][[perf gcc-4_2-dist-beta-R-quantile..[para 44.06[footnote There are a small number of our test cases where the R library fails to converge on a result: these tend to dominate the performance result.]][para (5.701e-004s)]]]]
-[[__binomial_distrib CDF][[perf gcc-4_2-dist-binomial-cdf..[para 1.22][para (1.342e-006s)]]][[perf gcc-4_2-dist-binom-R-cdf..[para *1.00*][para (1.104e-006s)]]]]
-[[__binomial_distrib Quantile][[perf gcc-4_2-dist-binomial-quantile..[para 1.36][para (7.083e-006s)]]][[perf gcc-4_2-dist-binom-R-quantile..[para *1.00*][para (5.194e-006s)]]]]
-[[__cauchy_distrib CDF][[perf gcc-4_2-dist-cauchy-cdf..[para *1.00*][para (1.372e-007s)]]][[perf gcc-4_2-dist-cauchy-R-cdf..[para 1.47][para (2.017e-007s)]]]]
-[[__cauchy_distrib Quantile][[perf gcc-4_2-dist-cauchy-quantile..[para *1.00*][para (1.542e-007s)]]][[perf gcc-4_2-dist-cauchy-R-quantile..[para 1.14][para (1.752e-007s)]]]]
-[[__chi_squared_distrib CDF][[perf gcc-4_2-dist-chi_squared-cdf..[para 1.04][para (1.820e-006s)]]][[perf gcc-4_2-dist-chisq-R-cdf..[para *1.00*][para (1.753e-006s)]]]]
-[[__chi_squared_distrib Quantile][[perf gcc-4_2-dist-chi_squared-quantile..[para 1.39][para (9.345e-006s)]]][[perf gcc-4_2-dist-chisq-R-quantile..[para *1.00*][para (6.728e-006s)]]]]
-[[__exp_distrib CDF][[perf gcc-4_2-dist-exponential-cdf..[para *1.00*][para (2.195e-007s)]]][[perf gcc-4_2-dist-exp-R-cdf..[para 1.17][para (2.561e-007s)]]]]
-[[__exp_distrib Quantile][[perf gcc-4_2-dist-exponential-quantile..[para *1.00*][para (1.123e-007s)]]][[perf gcc-4_2-dist-exp-R-quantile..[para 1.03][para (1.155e-007s)]]]]
-[[__F_distrib CDF][[perf gcc-4_2-dist-fisher_f-cdf..[para *1.00*][para (2.744e-006s)]]][[perf gcc-4_2-dist-f-R-cdf..[para 1.08][para (2.970e-006s)]]]]
-[[__F_distrib Quantile][[perf gcc-4_2-dist-fisher_f-quantile..[para 1.14][para (1.550e-005s)]]][[perf gcc-4_2-dist-f-R-quantile..[para *1.00*][para (1.359e-005s)]]]]
-[[__gamma_distrib CDF][[perf gcc-4_2-dist-gamma-cdf..[para 1.29][para (2.578e-006s)]]][[perf gcc-4_2-dist-gamma-R-cdf..[para *1.00*][para (1.992e-006s)]]]]
-[[__gamma_distrib Quantile][[perf gcc-4_2-dist-gamma-quantile..[para 1.77][para (1.020e-005s)]]][[perf gcc-4_2-dist-gamma-R-quantile..[para *1.00*][para (5.757e-006s)]]]] 
-[[__lognormal_distrib CDF][[perf gcc-4_2-dist-lognormal-cdf..[para *1.00*][para (1.782e-007s)]]][[perf gcc-4_2-dist-lnorm-R-cdf..[para 2.00][para (3.564e-007s)]]]]
-[[__lognormal_distrib Quantile][[perf gcc-4_2-dist-lognormal-quantile..[para *1.00*][para (7.093e-007s)]]][[perf gcc-4_2-dist-lnorm-R-quantile..[para 1.07][para (7.607e-007s)]]]]
-[[__negative_binomial_distrib CDF][[perf gcc-4_2-dist-negative_binomial-cdf..[para 1.03][para (2.209e-006s)]]][[perf gcc-4_2-dist-nbinom-R-cdf..[para *1.00*][para (2.141e-006s)]]]]
-[[__negative_binomial_distrib Quantile][[perf gcc-4_2-dist-negative_binomial-quantile..[para *1.00*][para (1.826e-005s)]]][[perf gcc-4_2-dist-nbinom-R-quantile..[para 30.07[footnote The R library appears to use a linear-search strategy, that can perform very badly in a small number of pathological cases, but may or may not be more efficient in "typical" cases]][para (5.490e-004s)]]]]
-[[__normal_distrib CDF][[perf gcc-4_2-dist-normal-cdf..[para *1.00*][para (8.542e-008s)]]][[perf gcc-4_2-dist-norm-R-cdf..[para 2.09][para (1.782e-007s)]]]]
-[[__normal_distrib Quantile][[perf gcc-4_2-dist-normal-quantile..[para *1.00*][para (1.362e-007s)]]][[perf gcc-4_2-dist-norm-R-quantile..[para 1.26][para (1.722e-007s)]]]]
-[[__poisson_distrib CDF][[perf gcc-4_2-dist-poisson-cdf..[para 1.10][para (1.953e-006s)]]][[perf gcc-4_2-dist-pois-R-cdf..[para *1.00*][para (1.775e-006s)]]]]
-[[__poisson_distrib][[perf gcc-4_2-dist-poisson-quantile..[para 1.12][para (4.214e-006s)]]][[perf gcc-4_2-dist-pois-R-quantile..[para *1.00*][para (3.752e-006s)]]]]
-[[__students_t_distrib CDF][[perf gcc-4_2-dist-students_t-cdf..[para 1.55][para (2.441e-006s)]]][[perf gcc-4_2-dist-t-R-cdf..[para *1.00*][para (1.576e-006s)]]]]
-[[__students_t_distrib Quantile][[perf gcc-4_2-dist-students_t-quantile..[para 1.33][para (3.972e-006s)]]][[perf gcc-4_2-dist-t-R-quantile..[para *1.00*][para (2.990e-006s)]]]]
-[[__weibull_distrib CDF][[perf gcc-4_2-dist-weibull-cdf..[para *1.00*][para (6.640e-007s)]]][[perf gcc-4_2-dist-weibull-R-cdf..[para 1.06][para (7.031e-007s)]]]]
-[[__weibull_distrib Quantile][[perf gcc-4_2-dist-weibull-quantile..[para *1.00*][para (7.504e-007s)]]][[perf gcc-4_2-dist-weibull-R-quantile..[para 1.03][para (7.710e-007s)]]]]
+[[__beta_distrib CDF][[perf gcc-4_3_2-dist-beta-cdf..[para 2.35][para (3.371e-006s)]]][[perf gcc-4_3_2-dist-beta-R-cdf..[para *1.00*][para (1.435e-006s)]]]]
+[[__beta_distrib Quantile][[perf gcc-4_3_2-dist-beta-quantile..[para *1.00*][para (1.093e-005s)]]][[perf gcc-4_3_2-dist-beta-R-quantile..[para 31.61[footnote There are a small number of our test cases where the R library fails to converge on a result: these tend to dominate the performance result.]][para (3.455e-004s)]]]]
+[[__binomial_distrib CDF][[perf gcc-4_3_2-dist-binomial-cdf..[para 1.33][para (8.835e-007s)]]][[perf gcc-4_3_2-dist-binom-R-cdf..[para *1.00*][para (6.626e-007s)]]]]
+[[__binomial_distrib Quantile][[perf gcc-4_3_2-dist-binomial-quantile..[para 1.73][para (6.532e-006s)]]][[perf gcc-4_3_2-dist-binom-R-quantile..[para *1.00*][para (3.777e-006s)]]]]
+[[__cauchy_distrib CDF][[perf gcc-4_3_2-dist-cauchy-cdf..[para 1.23][para (1.856e-007s)]]][[perf gcc-4_3_2-dist-cauchy-R-cdf..[para *1.00*][para (1.513e-007s)]]]]
+[[__cauchy_distrib Quantile][[perf gcc-4_3_2-dist-cauchy-quantile..[para 1.46][para (2.009e-007s)]]][[perf gcc-4_3_2-dist-cauchy-R-quantile..[para *1.00*][para (1.378e-007s)]]]]
+[[__chi_squared_distrib CDF][[perf gcc-4_3_2-dist-chi_squared-cdf..[para 1.25][para (1.354e-006s)]]][[perf gcc-4_3_2-dist-chisq-R-cdf..[para *1.00*][para (1.087e-006s)]]]]
+[[__chi_squared_distrib Quantile][[perf gcc-4_3_2-dist-chi_squared-quantile..[para 1.80][para (9.906e-006s)]]][[perf gcc-4_3_2-dist-chisq-R-quantile..[para *1.00*][para (5.514e-006s)]]]]
+[[__exp_distrib CDF][[perf gcc-4_3_2-dist-exponential-cdf..[para *1.00*][para (1.250e-007s)]]][[perf gcc-4_3_2-dist-exp-R-cdf..[para 1.29][para (1.616e-007s)]]]]
+[[__exp_distrib Quantile][[perf gcc-4_3_2-dist-exponential-quantile..[para 1.02][para (9.310e-008s)]]][[perf gcc-4_3_2-dist-exp-R-quantile..[para *1.00*][para (9.149e-008s)]]]]
+[[__F_distrib CDF][[perf gcc-4_3_2-dist-fisher_f-cdf..[para 1.65][para (2.292e-006s)]]][[perf gcc-4_3_2-dist-f-R-cdf..[para *1.00*][para (1.388e-006s)]]]]
+[[__F_distrib Quantile][[perf gcc-4_3_2-dist-fisher_f-quantile..[para 1.78][para (1.740e-005s)]]][[perf gcc-4_3_2-dist-f-R-quantile..[para *1.00*][para (9.787e-006s)]]]]
+[[__gamma_distrib CDF][[perf gcc-4_3_2-dist-gamma-cdf..[para 1.48][para (1.816e-006s)]]][[perf gcc-4_3_2-dist-gamma-R-cdf..[para *1.00*][para (1.230e-006s)]]]]
+[[__gamma_distrib Quantile][[perf gcc-4_3_2-dist-gamma-quantile..[para *1.00*][para (8.553e-006s)]]][[perf gcc-4_3_2-dist-gamma-R-quantile..[para 1.62][para (1.382e-005s)]]]] 
+
+[[__hypergeometric_distrib CDF][[perf gcc-4_3_2-dist-hypergeometric-cdf..[para 2.25[footnote This result is somewhat misleading: for small values of the parameters there is  virtually no difference between the two libraries, but for large values the Boost implementation is /much/ slower, albeit with much improved precision.]][para (3.308e-007s)]]][[perf gcc-4_3_2-dist-hypergeo-R-cdf..[para *1.00*][para (1.467e-007s)]]]]
+[[__hypergeometric_distrib Quantile][[perf gcc-4_3_2-dist-hypergeometric-quantile..[para *1.00*][para (6.179e-007s)]]][[perf gcc-4_3_2-dist-hypergeo-R-quantile..[para 3.24][para (2.002e-006s)]]]] 
+[[__logistic_distrib CDF][[perf gcc-4_3_2-dist-logistic-cdf..[para *1.00*][para (1.172e-007s)]]][[perf gcc-4_3_2-dist-logis-R-cdf..[para 2.08][para (2.441e-007s)]]]]
+[[__logistic_distrib Quantile][[perf gcc-4_3_2-dist-logistic-quantile..[para 1.15][para (1.362e-007s)]]][[perf gcc-4_3_2-dist-logis-R-quantile..[para *1.00*][para (1.182e-007s)]]]] 
+
+[[__lognormal_distrib CDF][[perf gcc-4_3_2-dist-lognormal-cdf..[para *1.00*][para (2.124e-007s)]]][[perf gcc-4_3_2-dist-lnorm-R-cdf..[para 1.13][para (2.392e-007s)]]]]
+[[__lognormal_distrib Quantile][[perf gcc-4_3_2-dist-lognormal-quantile..[para 3.16][para (1.460e-006s)]]][[perf gcc-4_3_2-dist-lnorm-R-quantile..[para *1.00*][para (4.626e-007s)]]]]
+[[__negative_binomial_distrib CDF][[perf gcc-4_3_2-dist-negative_binomial-cdf..[para 1.27][para (1.665e-006s)]]][[perf gcc-4_3_2-dist-nbinom-R-cdf..[para *1.00*][para (1.308e-006s)]]]]
+[[__negative_binomial_distrib Quantile][[perf gcc-4_3_2-dist-negative_binomial-quantile..[para *1.00*][para (1.794e-005s)]]][[perf gcc-4_3_2-dist-nbinom-R-quantile..[para 22.46[footnote The R library appears to use a linear-search strategy, that can perform very badly in a small number of pathological cases, but may or may not be more efficient in "typical" cases]][para (4.029e-004s)]]]]
+
+[[__non_central_chi_squared_distrib CDF][[perf gcc-4_3_2-dist-non_central_chi_squared-cdf..[para *1.00*][para (1.085e-005s)]]][[perf gcc-4_3_2-dist-nchisq-R-cdf..[para 13.52][para (1.467e-004s)]]]]
+[[__non_central_chi_squared_distrib Quantile][[perf gcc-4_3_2-dist-non_central_chi_squared-quantile..[para *1.00*][para (2.031e-003s)]]][[perf gcc-4_3_2-dist-nchisq-R-quantile..[para 15.65[footnote There are a small number of our test cases where the R library fails to converge on a result: these tend to dominate the performance result.]][para (3.179e-002s)]]]]
+[[__non_central_F_distrib CDF][[perf gcc-4_3_2-dist-non_central_f-cdf..[para 7.14][para (6.198e-005s)]]][[perf gcc-4_3_2-dist-nf-R-cdf..[para *1.00*][para (8.678e-006s)]]]]
+[[__non_central_F_distrib Quantile][[perf gcc-4_3_2-dist-non_central_f-quantile..[para *1.00*][para (7.947e-004s)]]][[perf gcc-4_3_2-dist-nf-R-quantile..[para 1.21][para (9.622e-004s)]]]]
+[[__non_central_t_distrib CDF][[perf gcc-4_3_2-dist-non_central_t-cdf..[para 5.70][para (3.461e-005s)]]][[perf gcc-4_3_2-dist-nt-R-cdf..[para *1.00*][para (6.069e-006s)]]]]
+[[__non_central_t_distrib Quantile][[perf gcc-4_3_2-dist-non_central_t-quantile..[para 1.80][para (9.308e-004s)]]][[perf gcc-4_3_2-dist-nt-R-quantile..[para *1.00*[footnote There are a small number of our test cases where the R library fails to converge on a result: these tend to dominate the performance result.]][para (5.176e-004s)]]]]
+
+[[__normal_distrib CDF][[perf gcc-4_3_2-dist-normal-cdf..[para *1.00*][para (1.245e-007s)]]][[perf gcc-4_3_2-dist-norm-R-cdf..[para 1.04][para (1.294e-007s)]]]]
+[[__normal_distrib Quantile][[perf gcc-4_3_2-dist-normal-quantile..[para 1.59][para (2.364e-007s)]]][[perf gcc-4_3_2-dist-norm-R-quantile..[para *1.00*][para (1.490e-007s)]]]]
+[[__poisson_distrib CDF][[perf gcc-4_3_2-dist-poisson-cdf..[para 1.22][para (1.354e-006s)]]][[perf gcc-4_3_2-dist-pois-R-cdf..[para *1.00*][para (1.110e-006s)]]]]
+[[__poisson_distrib][[perf gcc-4_3_2-dist-poisson-quantile..[para 1.38][para (3.752e-006s)]]][[perf gcc-4_3_2-dist-pois-R-quantile..[para *1.00*][para (2.724e-006s)]]]]
+[[__students_t_distrib CDF][[perf gcc-4_3_2-dist-students_t-cdf..[para 2.32][para (2.108e-006s)]]][[perf gcc-4_3_2-dist-t-R-cdf..[para *1.00*][para (9.099e-007s)]]]]
+[[__students_t_distrib Quantile][[perf gcc-4_3_2-dist-students_t-quantile..[para 1.21][para (4.018e-006s)]]][[perf gcc-4_3_2-dist-t-R-quantile..[para *1.00*][para (3.317e-006s)]]]]
+[[__weibull_distrib CDF][[perf gcc-4_3_2-dist-weibull-cdf..[para 1.04][para (3.955e-007s)]]][[perf gcc-4_3_2-dist-weibull-R-cdf..[para *1.00*][para (3.808e-007s)]]]]
+[[__weibull_distrib Quantile][[perf gcc-4_3_2-dist-weibull-quantile..[para 1.06][para (4.472e-007s)]]][[perf gcc-4_3_2-dist-weibull-R-quantile..[para *1.00*][para (4.215e-007s)]]]]
 ]
 
 [endsect]
@@ -367,3 +395,11 @@ __policy_section you want to test set as the default.
   (See accompanying file LICENSE_1_0.txt or copy at
   http://www.boost.org/LICENSE_1_0.txt).
 ]
+
+
+
+
+
+
+
+
diff --git a/doc/sf_and_dist/roadmap.qbk b/doc/sf_and_dist/roadmap.qbk
index fe78db3ac..e821df2d2 100644
--- a/doc/sf_and_dist/roadmap.qbk
+++ b/doc/sf_and_dist/roadmap.qbk
@@ -1,5 +1,17 @@
 [template history[]
 
+[h4 Boost-1.40.0]
+
+* Added support for MPFR as a bignum type.
+* Added some full specializations of the policy classes to reduce compile times.
+* Added logistic and hypergeometric distributions, from Gautam Sewani's Google Summer of Code project.
+* Added Laplace distribution submitted by Thijs van den Berg.
+* Updated performance test code to include new distributions, and improved the performance of the non-central distributions.
+* Added SSE2 optimised __lanczos code, from Gautam Sewani's Google Summer of Code project.
+* Fixed bug in cyl_bessel_i that used an incorrect approximation for [nu] = 0.5, also effects the non-central
+   Chi Square Distribution when [nu] = 3, see bug report [@https://svn.boost.org/trac/boost/ticket/2877 #2877].
+* Fixed minor bugs [@https://svn.boost.org/trac/boost/ticket/2873 #2873].
+
 [h4 Boost-1.38.0]
 
 * Added Johan R'''å'''de's optimised floating point classification routines.
@@ -82,7 +94,7 @@ on error rates.
 
 SVN Revisions:
 
-Sandbox and trunk last synchonised at revision: 448300.
+Sandbox and trunk last synchonised at revision: 51455.
 
 ]
 [/ 
diff --git a/doc/sf_and_dist/sign.qbk b/doc/sf_and_dist/sign.qbk
new file mode 100644
index 000000000..7c83d0bf8
--- /dev/null
+++ b/doc/sf_and_dist/sign.qbk
@@ -0,0 +1,46 @@
+[section:sign_functions Sign Manipulation Functions]
+
+[h4 Synopsis]
+
+``
+#include 
+``
+
+   namespace boost{ namespace math{
+   
+   template 
+   int signbit(T x);
+   
+   template 
+   inline int sign (const T& z);
+
+   template 
+   inline T copysign (const T& x, const T& y);
+   
+   }} // namespaces
+
+[h4 Description]
+
+   template 
+   int signbit(T x);
+
+Returns a non-zero value if the sign bit is set in variable /x/, otherwise `0`.
+   
+   template 
+   inline int sign (const T& z);
+   
+Returns `1` if `x > 0`, `-1` if `x < 0`, and `0` if x is zero.
+
+   template 
+   inline T copysign (const T& x, const T& y);
+
+Sets the sign of /x/ to be the same as the sign of /y/.
+
+[endsect][/section:sign_functions Sign Manipulation Functions]
+[/ 
+  Copyright 2006 John Maddock and Paul A. Bristow.
+  Distributed under the Boost Software License, Version 1.0.
+  (See accompanying file LICENSE_1_0.txt or copy at
+  http://www.boost.org/LICENSE_1_0.txt).
+]
+
diff --git a/doc/sf_and_dist/tr1.qbk b/doc/sf_and_dist/tr1.qbk
index 9b15e170f..9f1ef8b41 100644
--- a/doc/sf_and_dist/tr1.qbk
+++ b/doc/sf_and_dist/tr1.qbk
@@ -1,6 +1,6 @@
 [template tr1_overview[]
 Many of the special functions included in this library are also a part
-of the either the C99 standard or the [tr1].  Therefore this library
+of the either the [C99] or the [tr1].  Therefore this library
 includes a thin wrapper header `boost/math/tr1.hpp` that provides
 compatibility with these two standards.
 
@@ -9,8 +9,9 @@ There are various pros and cons to using the library in this way:
 Pros:
 
 * The header to include is lightweight (i.e. fast to compile).
-* The functions have extern "C" linkage, and so are usable from other languages.
-* Standard compatibility.
+* The functions have extern "C" linkage,
+  and so are usable from other languages (not just C and C++).
+* C99 and C++ TR1 Standard compatibility.
 
 Cons:
 
@@ -98,7 +99,7 @@ so for complex applications this can be a big win.
 
 [h4 Supported C99 Functions]
 
-See also the [link math_toolkit.special.extern_c.c99 
+See also the [link math_toolkit.extern_c.c99 
 quick reference guide for these functions].
 
    namespace boost{ namespace math{ namespace tr1{ extern "C"{
@@ -190,7 +191,7 @@ quick reference guide for these functions].
    
 [h4 Supported TR1 Functions]
 
-See also the [link math_toolkit.special.extern_c.tr1 
+See also the [link math_toolkit.extern_c.tr1 
 quick reference guide for these functions].
 
    namespace boost{ namespace math{ namespace tr1{ extern "C"{
@@ -394,3 +395,4 @@ return type determined by the __arg_pomotion_rules.
   http://www.boost.org/LICENSE_1_0.txt).
 ]
 
+
diff --git a/doc/sf_and_dist/tr1_ref.qbk b/doc/sf_and_dist/tr1_ref.qbk
index c82af5a54..0abfbd7a4 100644
--- a/doc/sf_and_dist/tr1_ref.qbk
+++ b/doc/sf_and_dist/tr1_ref.qbk
@@ -378,14 +378,14 @@ See also __sph_bessel for the full template (header only) version of this functi
    long double hypergl(long double a, long double b, long double c,
    long double x);
    
-[note Thes two functions are not implemented as they are not believed
+[note These two functions are not implemented as they are not believed
 to be numerically stable.]
 
 
 [endsect]
 
 [/ 
-  Copyright 2008 John Maddock and Paul A. Bristow.
+  Copyright 2008, 2009 John Maddock and Paul A. Bristow.
   Distributed under the Boost Software License, Version 1.0.
   (See accompanying file LICENSE_1_0.txt or copy at
   http://www.boost.org/LICENSE_1_0.txt).
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deleted file mode 100644
index 4bd586a08..000000000
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+++ /dev/null
@@ -1,68 +0,0 @@
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-        
-          
-            pulsante
-          
-        
-        
-          
-            Open Clip Art Library
-          
-        
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-            Architetto Francesco Rollandin
-          
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-        
-          
-            Architetto Francesco Rollandin
-          
-        
-        
-        image/svg+xml
-        
-        
-        en
-      
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deleted file mode 100644
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deleted file mode 100644
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deleted file mode 100644
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deleted file mode 100644
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-        image/svg+xml
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deleted file mode 100644
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deleted file mode 100644
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new file mode 100644
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new file mode 100644
index 000000000..df6192769
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diff --git a/dot_net_example/Setupdistex/Setupdistex.vdproj b/dot_net_example/Setupdistex/Setupdistex.vdproj
new file mode 100644
index 000000000..21d048c1b
--- /dev/null
+++ b/dot_net_example/Setupdistex/Setupdistex.vdproj
@@ -0,0 +1,805 @@
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+"SccAuxPath" = "8:"
+"SccProvider" = "8:"
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+            "{1525181F-901A-416C-8A58-119130FE478E}:_3F469C1B4FEF46A9A569F4176BB2A913"
+            {
+            "Name" = "8:#1916"
+            "AlwaysCreate" = "11:FALSE"
+            "Condition" = "8:"
+            "Transitive" = "11:FALSE"
+            "Property" = "8:DesktopFolder"
+                "Folders"
+                {
+                }
+            }
+            "{1525181F-901A-416C-8A58-119130FE478E}:_ED435DEC29544BFEA50D525C67F26E01"
+            {
+            "Name" = "8:#1919"
+            "AlwaysCreate" = "11:FALSE"
+            "Condition" = "8:"
+            "Transitive" = "11:FALSE"
+            "Property" = "8:ProgramMenuFolder"
+                "Folders"
+                {
+                }
+            }
+            "{3C67513D-01DD-4637-8A68-80971EB9504F}:_F87FA158010448FEB415000E5BB2673E"
+            {
+            "DefaultLocation" = "8:[ProgramFilesFolder][Manufacturer]\\[ProductName]"
+            "Name" = "8:#1925"
+            "AlwaysCreate" = "11:FALSE"
+            "Condition" = "8:"
+            "Transitive" = "11:FALSE"
+            "Property" = "8:TARGETDIR"
+                "Folders"
+                {
+                }
+            }
+        }
+        "LaunchCondition"
+        {
+        }
+        "Locator"
+        {
+        }
+        "MsiBootstrapper"
+        {
+        "LangId" = "3:0"
+        }
+        "Product"
+        {
+        "Name" = "8:Microsoft Visual Studio"
+        "ProductName" = "8:Distex"
+        "ProductCode" = "8:{30457BAC-C1B0-41F7-AEB7-751070AE49E9}"
+        "PackageCode" = "8:{36D856ED-5403-4130-87F3-E8CD301BE8DE}"
+        "UpgradeCode" = "8:{DB0FCB69-2AFF-4EFE-B2F9-1ADA0638268C}"
+        "RestartWWWService" = "11:FALSE"
+        "RemovePreviousVersions" = "11:TRUE"
+        "DetectNewerInstalledVersion" = "11:TRUE"
+        "InstallAllUsers" = "11:TRUE"
+        "ProductVersion" = "8:1.0.0"
+        "Manufacturer" = "8:hetp"
+        "ARPHELPTELEPHONE" = "8:"
+        "ARPHELPLINK" = "8:"
+        "Title" = "8:Setup Distribution Explorer"
+        "Subject" = "8:Statistical Distribution Explorer"
+        "ARPCONTACT" = "8:Paul A. Bristow hetp"
+        "Keywords" = "8:statistics distribution explorer hetp Bristow Maddock"
+        "ARPCOMMENTS" = "8:Installation of Statistical Distribution Explorer"
+        "ARPURLINFOABOUT" = "8:www.hetp.u-net.com"
+        "ARPPRODUCTICON" = "8:_7AA4A02E12A14CC8876E6AB8FDE0B75E"
+        "ARPIconIndex" = "3:0"
+        "SearchPath" = "8:"
+        "UseSystemSearchPath" = "11:TRUE"
+        "TargetPlatform" = "3:0"
+        "PreBuildEvent" = "8:"
+        "PostBuildEvent" = "8:"
+        "RunPostBuildEvent" = "3:0"
+        }
+        "Registry"
+        {
+            "HKLM"
+            {
+                "Keys"
+                {
+                    "{60EA8692-D2D5-43EB-80DC-7906BF13D6EF}:_589ECC9847864264B3BC18EE78A822C1"
+                    {
+                    "Name" = "8:Software"
+                    "Condition" = "8:"
+                    "AlwaysCreate" = "11:FALSE"
+                    "DeleteAtUninstall" = "11:FALSE"
+                    "Transitive" = "11:FALSE"
+                        "Keys"
+                        {
+                            "{60EA8692-D2D5-43EB-80DC-7906BF13D6EF}:_709F1C6D9F3E485693661B0DE5E70C3F"
+                            {
+                            "Name" = "8:[Manufacturer]"
+                            "Condition" = "8:"
+                            "AlwaysCreate" = "11:FALSE"
+                            "DeleteAtUninstall" = "11:FALSE"
+                            "Transitive" = "11:FALSE"
+                                "Keys"
+                                {
+                                }
+                                "Values"
+                                {
+                                }
+                            }
+                        }
+                        "Values"
+                        {
+                        }
+                    }
+                }
+            }
+            "HKCU"
+            {
+                "Keys"
+                {
+                    "{60EA8692-D2D5-43EB-80DC-7906BF13D6EF}:_4ADECC6C02D34D969DC57594C2CC0D2F"
+                    {
+                    "Name" = "8:Software"
+                    "Condition" = "8:"
+                    "AlwaysCreate" = "11:FALSE"
+                    "DeleteAtUninstall" = "11:FALSE"
+                    "Transitive" = "11:FALSE"
+                        "Keys"
+                        {
+                            "{60EA8692-D2D5-43EB-80DC-7906BF13D6EF}:_C5150A9687304B08AB5895412BA30945"
+                            {
+                            "Name" = "8:[Manufacturer]"
+                            "Condition" = "8:"
+                            "AlwaysCreate" = "11:FALSE"
+                            "DeleteAtUninstall" = "11:FALSE"
+                            "Transitive" = "11:FALSE"
+                                "Keys"
+                                {
+                                }
+                                "Values"
+                                {
+                                }
+                            }
+                        }
+                        "Values"
+                        {
+                        }
+                    }
+                }
+            }
+            "HKCR"
+            {
+                "Keys"
+                {
+                }
+            }
+            "HKU"
+            {
+                "Keys"
+                {
+                }
+            }
+            "HKPU"
+            {
+                "Keys"
+                {
+                }
+            }
+        }
+        "Sequences"
+        {
+        }
+        "Shortcut"
+        {
+            "{970C0BB2-C7D0-45D7-ABFA-7EC378858BC0}:_4E776FEE302743C3948F2A0446DA8410"
+            {
+            "Name" = "8:Shortcut to statistics istribution_explorer"
+            "Arguments" = "8:"
+            "Description" = "8:"
+            "ShowCmd" = "3:1"
+            "IconIndex" = "3:0"
+            "Transitive" = "11:FALSE"
+            "Target" = "8:_E013438B00CC4DFFB5C0037F77E7EF5E"
+            "Folder" = "8:_ED435DEC29544BFEA50D525C67F26E01"
+            "WorkingFolder" = "8:_F87FA158010448FEB415000E5BB2673E"
+            "Icon" = "8:"
+            "Feature" = "8:"
+            }
+        }
+        "UserInterface"
+        {
+            "{DF760B10-853B-4699-99F2-AFF7185B4A62}:_1B55738E65634BE0AB3331F290B3C29C"
+            {
+            "Name" = "8:#1901"
+            "Sequence" = "3:2"
+            "Attributes" = "3:2"
+                "Dialogs"
+                {
+                    "{688940B3-5CA9-4162-8DEE-2993FA9D8CBC}:_03EC8258EBD2457F890BD581518D9932"
+                    {
+                    "Sequence" = "3:100"
+                    "DisplayName" = "8:Progress"
+                    "UseDynamicProperties" = "11:TRUE"
+                    "IsDependency" = "11:FALSE"
+                    "SourcePath" = "8:\\VsdAdminProgressDlg.wid"
+                        "Properties"
+                        {
+                            "BannerBitmap"
+                            {
+                            "Name" = "8:BannerBitmap"
+                            "DisplayName" = "8:#1001"
+                            "Description" = "8:#1101"
+                            "Type" = "3:8"
+                            "ContextData" = "8:Bitmap"
+                            "Attributes" = "3:4"
+                            "Setting" = "3:1"
+                            "UsePlugInResources" = "11:TRUE"
+                            }
+                            "ShowProgress"
+                            {
+                            "Name" = "8:ShowProgress"
+                            "DisplayName" = "8:#1009"
+                            "Description" = "8:#1109"
+                            "Type" = "3:5"
+                            "ContextData" = "8:1;True=1;False=0"
+                            "Attributes" = "3:0"
+                            "Setting" = "3:0"
+                            "Value" = "3:1"
+                            "DefaultValue" = "3:1"
+                            "UsePlugInResources" = "11:TRUE"
+                            }
+                        }
+                    }
+                }
+            }
+            "{DF760B10-853B-4699-99F2-AFF7185B4A62}:_6E608DC99F314C2C8D8177151355290C"
+            {
+            "Name" = "8:#1900"
+            "Sequence" = "3:1"
+            "Attributes" = "3:1"
+                "Dialogs"
+                {
+                    "{688940B3-5CA9-4162-8DEE-2993FA9D8CBC}:_15E25384A914445A9BD4E76CDA9409EE"
+                    {
+                    "Sequence" = "3:100"
+                    "DisplayName" = "8:Welcome"
+                    "UseDynamicProperties" = "11:TRUE"
+                    "IsDependency" = "11:FALSE"
+                    "SourcePath" = "8:\\VsdWelcomeDlg.wid"
+                        "Properties"
+                        {
+                            "BannerBitmap"
+                            {
+                            "Name" = "8:BannerBitmap"
+                            "DisplayName" = "8:#1001"
+                            "Description" = "8:#1101"
+                            "Type" = "3:8"
+                            "ContextData" = "8:Bitmap"
+                            "Attributes" = "3:4"
+                            "Setting" = "3:1"
+                            "UsePlugInResources" = "11:TRUE"
+                            }
+                            "CopyrightWarning"
+                            {
+                            "Name" = "8:CopyrightWarning"
+                            "DisplayName" = "8:#1002"
+                            "Description" = "8:#1102"
+                            "Type" = "3:3"
+                            "ContextData" = "8:"
+                            "Attributes" = "3:0"
+                            "Setting" = "3:1"
+                            "Value" = "8:#1202"
+                            "DefaultValue" = "8:#1202"
+                            "UsePlugInResources" = "11:TRUE"
+                            }
+                            "Welcome"
+                            {
+                            "Name" = "8:Welcome"
+                            "DisplayName" = "8:#1003"
+                            "Description" = "8:#1103"
+                            "Type" = "3:3"
+                            "ContextData" = "8:"
+                            "Attributes" = "3:0"
+                            "Setting" = "3:1"
+                            "Value" = "8:#1203"
+                            "DefaultValue" = "8:#1203"
+                            "UsePlugInResources" = "11:TRUE"
+                            }
+                        }
+                    }
+                    "{688940B3-5CA9-4162-8DEE-2993FA9D8CBC}:_1D24855AC4C94A1A8BB456B1BA6E81DB"
+                    {
+                    "Sequence" = "3:300"
+                    "DisplayName" = "8:Confirm Installation"
+                    "UseDynamicProperties" = "11:TRUE"
+                    "IsDependency" = "11:FALSE"
+                    "SourcePath" = "8:\\VsdConfirmDlg.wid"
+                        "Properties"
+                        {
+                            "BannerBitmap"
+                            {
+                            "Name" = "8:BannerBitmap"
+                            "DisplayName" = "8:#1001"
+                            "Description" = "8:#1101"
+                            "Type" = "3:8"
+                            "ContextData" = "8:Bitmap"
+                            "Attributes" = "3:4"
+                            "Setting" = "3:1"
+                            "UsePlugInResources" = "11:TRUE"
+                            }
+                        }
+                    }
+                    "{688940B3-5CA9-4162-8DEE-2993FA9D8CBC}:_7F68B906361343CE8A94638155D7C0FC"
+                    {
+                    "Sequence" = "3:200"
+                    "DisplayName" = "8:Installation Folder"
+                    "UseDynamicProperties" = "11:TRUE"
+                    "IsDependency" = "11:FALSE"
+                    "SourcePath" = "8:\\VsdFolderDlg.wid"
+                        "Properties"
+                        {
+                            "BannerBitmap"
+                            {
+                            "Name" = "8:BannerBitmap"
+                            "DisplayName" = "8:#1001"
+                            "Description" = "8:#1101"
+                            "Type" = "3:8"
+                            "ContextData" = "8:Bitmap"
+                            "Attributes" = "3:4"
+                            "Setting" = "3:1"
+                            "UsePlugInResources" = "11:TRUE"
+                            }
+                            "InstallAllUsersVisible"
+                            {
+                            "Name" = "8:InstallAllUsersVisible"
+                            "DisplayName" = "8:#1059"
+                            "Description" = "8:#1159"
+                            "Type" = "3:5"
+                            "ContextData" = "8:1;True=1;False=0"
+                            "Attributes" = "3:0"
+                            "Setting" = "3:0"
+                            "Value" = "3:1"
+                            "DefaultValue" = "3:1"
+                            "UsePlugInResources" = "11:TRUE"
+                            }
+                        }
+                    }
+                }
+            }
+            "{2479F3F5-0309-486D-8047-8187E2CE5BA0}:_79AC7B39AC50454A8C24FC6B3E547FAD"
+            {
+            "UseDynamicProperties" = "11:FALSE"
+            "IsDependency" = "11:FALSE"
+            "SourcePath" = "8:\\VsdUserInterface.wim"
+            }
+            "{DF760B10-853B-4699-99F2-AFF7185B4A62}:_A0F9351BB9474198B30BF88C5B7DE02B"
+            {
+            "Name" = "8:#1902"
+            "Sequence" = "3:1"
+            "Attributes" = "3:3"
+                "Dialogs"
+                {
+                    "{688940B3-5CA9-4162-8DEE-2993FA9D8CBC}:_32A003ABB60F4B2D91FF28DC77AC8E61"
+                    {
+                    "Sequence" = "3:100"
+                    "DisplayName" = "8:Finished"
+                    "UseDynamicProperties" = "11:TRUE"
+                    "IsDependency" = "11:FALSE"
+                    "SourcePath" = "8:\\VsdFinishedDlg.wid"
+                        "Properties"
+                        {
+                            "BannerBitmap"
+                            {
+                            "Name" = "8:BannerBitmap"
+                            "DisplayName" = "8:#1001"
+                            "Description" = "8:#1101"
+                            "Type" = "3:8"
+                            "ContextData" = "8:Bitmap"
+                            "Attributes" = "3:4"
+                            "Setting" = "3:1"
+                            "UsePlugInResources" = "11:TRUE"
+                            }
+                            "UpdateText"
+                            {
+                            "Name" = "8:UpdateText"
+                            "DisplayName" = "8:#1058"
+                            "Description" = "8:#1158"
+                            "Type" = "3:15"
+                            "ContextData" = "8:"
+                            "Attributes" = "3:0"
+                            "Setting" = "3:1"
+                            "Value" = "8:#1258"
+                            "DefaultValue" = "8:#1258"
+                            "UsePlugInResources" = "11:TRUE"
+                            }
+                        }
+                    }
+                }
+            }
+            "{2479F3F5-0309-486D-8047-8187E2CE5BA0}:_AD6477B280C54FC28A3CE269826D25F3"
+            {
+            "UseDynamicProperties" = "11:FALSE"
+            "IsDependency" = "11:FALSE"
+            "SourcePath" = "8:\\VsdBasicDialogs.wim"
+            }
+            "{DF760B10-853B-4699-99F2-AFF7185B4A62}:_B0D606E15B8E4065B07094EF162F1BE7"
+            {
+            "Name" = "8:#1900"
+            "Sequence" = "3:2"
+            "Attributes" = "3:1"
+                "Dialogs"
+                {
+                    "{688940B3-5CA9-4162-8DEE-2993FA9D8CBC}:_38E0B21ECFA143DE99DCF04172840592"
+                    {
+                    "Sequence" = "3:200"
+                    "DisplayName" = "8:Installation Folder"
+                    "UseDynamicProperties" = "11:TRUE"
+                    "IsDependency" = "11:FALSE"
+                    "SourcePath" = "8:\\VsdAdminFolderDlg.wid"
+                        "Properties"
+                        {
+                            "BannerBitmap"
+                            {
+                            "Name" = "8:BannerBitmap"
+                            "DisplayName" = "8:#1001"
+                            "Description" = "8:#1101"
+                            "Type" = "3:8"
+                            "ContextData" = "8:Bitmap"
+                            "Attributes" = "3:4"
+                            "Setting" = "3:1"
+                            "UsePlugInResources" = "11:TRUE"
+                            }
+                        }
+                    }
+                    "{688940B3-5CA9-4162-8DEE-2993FA9D8CBC}:_EE98648AA29E4993BE7EAF45F8717CF1"
+                    {
+                    "Sequence" = "3:300"
+                    "DisplayName" = "8:Confirm Installation"
+                    "UseDynamicProperties" = "11:TRUE"
+                    "IsDependency" = "11:FALSE"
+                    "SourcePath" = "8:\\VsdAdminConfirmDlg.wid"
+                        "Properties"
+                        {
+                            "BannerBitmap"
+                            {
+                            "Name" = "8:BannerBitmap"
+                            "DisplayName" = "8:#1001"
+                            "Description" = "8:#1101"
+                            "Type" = "3:8"
+                            "ContextData" = "8:Bitmap"
+                            "Attributes" = "3:4"
+                            "Setting" = "3:1"
+                            "UsePlugInResources" = "11:TRUE"
+                            }
+                        }
+                    }
+                    "{688940B3-5CA9-4162-8DEE-2993FA9D8CBC}:_FDDB1C7F27EA4EE9B07E1CD3DDA4BD6D"
+                    {
+                    "Sequence" = "3:100"
+                    "DisplayName" = "8:Welcome"
+                    "UseDynamicProperties" = "11:TRUE"
+                    "IsDependency" = "11:FALSE"
+                    "SourcePath" = "8:\\VsdAdminWelcomeDlg.wid"
+                        "Properties"
+                        {
+                            "BannerBitmap"
+                            {
+                            "Name" = "8:BannerBitmap"
+                            "DisplayName" = "8:#1001"
+                            "Description" = "8:#1101"
+                            "Type" = "3:8"
+                            "ContextData" = "8:Bitmap"
+                            "Attributes" = "3:4"
+                            "Setting" = "3:1"
+                            "UsePlugInResources" = "11:TRUE"
+                            }
+                            "CopyrightWarning"
+                            {
+                            "Name" = "8:CopyrightWarning"
+                            "DisplayName" = "8:#1002"
+                            "Description" = "8:#1102"
+                            "Type" = "3:3"
+                            "ContextData" = "8:"
+                            "Attributes" = "3:0"
+                            "Setting" = "3:1"
+                            "Value" = "8:#1202"
+                            "DefaultValue" = "8:#1202"
+                            "UsePlugInResources" = "11:TRUE"
+                            }
+                            "Welcome"
+                            {
+                            "Name" = "8:Welcome"
+                            "DisplayName" = "8:#1003"
+                            "Description" = "8:#1103"
+                            "Type" = "3:3"
+                            "ContextData" = "8:"
+                            "Attributes" = "3:0"
+                            "Setting" = "3:1"
+                            "Value" = "8:#1203"
+                            "DefaultValue" = "8:#1203"
+                            "UsePlugInResources" = "11:TRUE"
+                            }
+                        }
+                    }
+                }
+            }
+            "{DF760B10-853B-4699-99F2-AFF7185B4A62}:_CBE06E50C87447B2836694D6D28A8723"
+            {
+            "Name" = "8:#1902"
+            "Sequence" = "3:2"
+            "Attributes" = "3:3"
+                "Dialogs"
+                {
+                    "{688940B3-5CA9-4162-8DEE-2993FA9D8CBC}:_346C26D1FC754D409F1FFC9DEE6C4B05"
+                    {
+                    "Sequence" = "3:100"
+                    "DisplayName" = "8:Finished"
+                    "UseDynamicProperties" = "11:TRUE"
+                    "IsDependency" = "11:FALSE"
+                    "SourcePath" = "8:\\VsdAdminFinishedDlg.wid"
+                        "Properties"
+                        {
+                            "BannerBitmap"
+                            {
+                            "Name" = "8:BannerBitmap"
+                            "DisplayName" = "8:#1001"
+                            "Description" = "8:#1101"
+                            "Type" = "3:8"
+                            "ContextData" = "8:Bitmap"
+                            "Attributes" = "3:4"
+                            "Setting" = "3:1"
+                            "UsePlugInResources" = "11:TRUE"
+                            }
+                        }
+                    }
+                }
+            }
+            "{DF760B10-853B-4699-99F2-AFF7185B4A62}:_E1144797AC6C4D0EA810627597F55EC8"
+            {
+            "Name" = "8:#1901"
+            "Sequence" = "3:1"
+            "Attributes" = "3:2"
+                "Dialogs"
+                {
+                    "{688940B3-5CA9-4162-8DEE-2993FA9D8CBC}:_117DB3CCDED147ED9FD57E7A40DE3A6A"
+                    {
+                    "Sequence" = "3:100"
+                    "DisplayName" = "8:Progress"
+                    "UseDynamicProperties" = "11:TRUE"
+                    "IsDependency" = "11:FALSE"
+                    "SourcePath" = "8:\\VsdProgressDlg.wid"
+                        "Properties"
+                        {
+                            "BannerBitmap"
+                            {
+                            "Name" = "8:BannerBitmap"
+                            "DisplayName" = "8:#1001"
+                            "Description" = "8:#1101"
+                            "Type" = "3:8"
+                            "ContextData" = "8:Bitmap"
+                            "Attributes" = "3:4"
+                            "Setting" = "3:1"
+                            "UsePlugInResources" = "11:TRUE"
+                            }
+                            "ShowProgress"
+                            {
+                            "Name" = "8:ShowProgress"
+                            "DisplayName" = "8:#1009"
+                            "Description" = "8:#1109"
+                            "Type" = "3:5"
+                            "ContextData" = "8:1;True=1;False=0"
+                            "Attributes" = "3:0"
+                            "Setting" = "3:0"
+                            "Value" = "3:1"
+                            "DefaultValue" = "3:1"
+                            "UsePlugInResources" = "11:TRUE"
+                            }
+                        }
+                    }
+                }
+            }
+        }
+        "MergeModule"
+        {
+        }
+        "ProjectOutput"
+        {
+            "{5259A561-127C-4D43-A0A1-72F10C7B3BF8}:_E013438B00CC4DFFB5C0037F77E7EF5E"
+            {
+            "SourcePath" = "8:..\\distribution_explorer\\obj\\Release\\distribution_explorer.exe"
+            "TargetName" = "8:"
+            "Tag" = "8:"
+            "Folder" = "8:_F87FA158010448FEB415000E5BB2673E"
+            "Condition" = "8:"
+            "Transitive" = "11:FALSE"
+            "Vital" = "11:TRUE"
+            "ReadOnly" = "11:FALSE"
+            "Hidden" = "11:FALSE"
+            "System" = "11:FALSE"
+            "Permanent" = "11:FALSE"
+            "SharedLegacy" = "11:FALSE"
+            "PackageAs" = "3:1"
+            "Register" = "3:1"
+            "Exclude" = "11:FALSE"
+            "IsDependency" = "11:FALSE"
+            "IsolateTo" = "8:"
+            "ProjectOutputGroupRegister" = "3:1"
+            "OutputConfiguration" = "8:"
+            "OutputGroupCanonicalName" = "8:Built"
+            "OutputProjectGuid" = "8:{77742493-4236-4975-9BD9-AA3611F0DC0E}"
+            "ShowKeyOutput" = "11:TRUE"
+                "ExcludeFilters"
+                {
+                }
+            }
+        }
+    }
+}
diff --git a/dot_net_example/boost_math/AssemblyInfo.cpp b/dot_net_example/boost_math/AssemblyInfo.cpp
new file mode 100644
index 000000000..f41721850
--- /dev/null
+++ b/dot_net_example/boost_math/AssemblyInfo.cpp
@@ -0,0 +1,40 @@
+#include "stdafx.h"
+
+using namespace System;
+using namespace System::Reflection;
+using namespace System::Runtime::CompilerServices;
+using namespace System::Runtime::InteropServices;
+using namespace System::Security::Permissions;
+
+//
+// General Information about an assembly is controlled through the following
+// set of attributes. Change these attribute values to modify the information
+// associated with an assembly.
+//
+[assembly:AssemblyTitleAttribute("boost_math")];
+[assembly:AssemblyDescriptionAttribute("Math Toolkit")];
+[assembly:AssemblyConfigurationAttribute("")];
+[assembly:AssemblyCompanyAttribute("jmc")];
+[assembly:AssemblyProductAttribute("boost_math")];
+[assembly:AssemblyCopyrightAttribute("Copyright (c) jmc 2007")];
+[assembly:AssemblyTrademarkAttribute("")];
+[assembly:AssemblyCultureAttribute("")];
+
+//
+// Version information for an assembly consists of the following four values:
+//
+//      Major Version
+//      Minor Version
+//      Build Number
+//      Revision
+//
+// You can specify all the value or you can default the Revision and Build Numbers
+// by using the '*' as shown below:
+
+[assembly:AssemblyVersionAttribute("1.0.*")];
+
+[assembly:ComVisible(false)];
+
+[assembly:CLSCompliantAttribute(true)];
+
+[assembly:SecurityPermission(SecurityAction::RequestMinimum, UnmanagedCode = true)];
diff --git a/dot_net_example/boost_math/ReadMe.txt b/dot_net_example/boost_math/ReadMe.txt
new file mode 100644
index 000000000..397fbf1b8
--- /dev/null
+++ b/dot_net_example/boost_math/ReadMe.txt
@@ -0,0 +1,31 @@
+========================================================================
+    DYNAMIC LINK LIBRARY : boost_math Project Overview
+========================================================================
+
+AppWizard has created this boost_math DLL for you.  
+
+This file contains a summary of what you will find in each of the files that
+make up your boost_math application.
+
+boost_math.vcproj
+    This is the main project file for VC++ projects generated using an Application Wizard. 
+    It contains information about the version of Visual C++ that generated the file, and 
+    information about the platforms, configurations, and project features selected with the
+    Application Wizard.
+
+boost_math.cpp
+    This is the main DLL source file.
+
+boost_math.h
+    This file contains a class declaration.
+
+AssemblyInfo.cpp
+	Contains custom attributes for modifying assembly metadata.
+
+/////////////////////////////////////////////////////////////////////////////
+Other notes:
+
+AppWizard uses "TODO:" to indicate parts of the source code you
+should add to or customize.
+
+/////////////////////////////////////////////////////////////////////////////
diff --git a/dot_net_example/boost_math/Stdafx.cpp b/dot_net_example/boost_math/Stdafx.cpp
new file mode 100644
index 000000000..4d74a464e
--- /dev/null
+++ b/dot_net_example/boost_math/Stdafx.cpp
@@ -0,0 +1,5 @@
+// stdafx.cpp : source file that includes just the standard includes
+// boost_math.pch will be the pre-compiled header
+// stdafx.obj will contain the pre-compiled type information
+
+#include "stdafx.h"
diff --git a/dot_net_example/boost_math/Stdafx.h b/dot_net_example/boost_math/Stdafx.h
new file mode 100644
index 000000000..106b208b1
--- /dev/null
+++ b/dot_net_example/boost_math/Stdafx.h
@@ -0,0 +1,38 @@
+// stdafx.h : include file for standard system include files,
+// or project specific include files that are used frequently,
+// but are changed infrequently.
+
+// Copyright John Maddock 2007.
+// Copyright Paul A. Bristow 2007.
+
+// Use, modification and distribution are subject to the
+// Boost Software License, Version 1.0.
+// (See accompanying file LICENSE_1_0.txt
+// or copy at http://www.boost.org/LICENSE_1_0.txt)
+
+
+#pragma once
+
+#define BOOST_MATH_ASSERT_UNDEFINED_POLICY false
+#define BOOST_MATH_OVERFLOW_ERROR_POLICY errno_on_error
+
+#include 
+#include 
+#include 
+#include 
+#include 
+#include 
+#include 
+#include 
+#include 
+#include 
+#include 
+#include 
+#include 
+#include 
+#include 
+#include 
+#include 
+#include 
+#include 
+
diff --git a/dot_net_example/boost_math/app.ico b/dot_net_example/boost_math/app.ico
new file mode 100644
index 000000000..3a5525fd7
Binary files /dev/null and b/dot_net_example/boost_math/app.ico differ
diff --git a/dot_net_example/boost_math/app.rc b/dot_net_example/boost_math/app.rc
new file mode 100644
index 000000000..0bc391bdc
--- /dev/null
+++ b/dot_net_example/boost_math/app.rc
@@ -0,0 +1,63 @@
+// Microsoft Visual C++ generated resource script.
+//
+#include "resource.h"
+
+#define APSTUDIO_READONLY_SYMBOLS
+
+/////////////////////////////////////////////////////////////////////////////
+#undef APSTUDIO_READONLY_SYMBOLS
+
+/////////////////////////////////////////////////////////////////////////////
+// English (U.S.) resources
+
+
+/////////////////////////////////////////////////////////////////////////////
+//
+// Icon
+//
+
+// Icon placed first or with lowest ID value becomes application icon
+
+LANGUAGE 9, 2
+#pragma code_page(1252)
+1           ICON         "app.ico"
+
+#ifdef APSTUDIO_INVOKED
+/////////////////////////////////////////////////////////////////////////////
+//
+// TEXTINCLUDE
+//
+
+1 TEXTINCLUDE  
+BEGIN
+    "resource.h\0"
+    "\0"
+END
+
+2 TEXTINCLUDE  
+BEGIN
+    "#include ""afxres.h""\r\n"
+    "\0"
+END
+
+3 TEXTINCLUDE  
+BEGIN
+    "\0"
+END
+
+#endif    // APSTUDIO_INVOKED
+
+/////////////////////////////////////////////////////////////////////////////
+
+
+
+#ifndef APSTUDIO_INVOKED
+/////////////////////////////////////////////////////////////////////////////
+//
+// Generated from the TEXTINCLUDE 3 resource.
+//
+
+
+/////////////////////////////////////////////////////////////////////////////
+#endif    // not APSTUDIO_INVOKED
+
diff --git a/dot_net_example/boost_math/boost_math.cpp b/dot_net_example/boost_math/boost_math.cpp
new file mode 100644
index 000000000..8d7707c9a
--- /dev/null
+++ b/dot_net_example/boost_math/boost_math.cpp
@@ -0,0 +1,200 @@
+// Copyright John Maddock 2007.
+// Copyright Paul A. Bristow 2007.
+
+// Use, modification and distribution are subject to the
+// Boost Software License, Version 1.0.
+// (See accompanying file LICENSE_1_0.txt
+// or copy at http://www.boost.org/LICENSE_1_0.txt)
+
+// boost_math.cpp  This is the main DLL file.
+
+//#define BOOST_MATH_OVERFLOW_ERROR_POLICY errno_on_error
+//#define BOOST_MATH_ASSERT_UNDEFINED_POLICY false
+// These are now defined in project properties
+// to avoid complications with pre-compiled headers:
+// "BOOST_MATH_ASSERT_UNDEFINED_POLICY=0"
+// "BOOST_MATH_OVERFLOW_ERROR_POLICY="errno_on_error""
+// so command line shows:
+// /D "BOOST_MATH_ASSERT_UNDEFINED_POLICY=0"
+// /D "BOOST_MATH_OVERFLOW_ERROR_POLICY="errno_on_error"" 
+
+#include "stdafx.h"
+
+#pragma warning(disable: 4400) // 'const boost_math::any_distribution ^' : const/volatile qualifiers on this type are not supported
+
+#include "boost_math.h"
+
+namespace boost_math
+{
+
+any_distribution::any_distribution(int t, double arg1, double arg2, double arg3)
+{
+   TRANSLATE_EXCEPTIONS_BEGIN
+   // This is where all the work gets done:
+   switch(t) // index of distribution to distribution_info distributions[]
+   {  // New entires must match distribution names, parameter name(s) and defaults defined below.
+   case 0:
+      this->reset(new concrete_distribution(boost::math::bernoulli(arg1)));
+      break;
+   case 1:
+      this->reset(new concrete_distribution >(boost::math::beta_distribution<>(arg1, arg2)));
+      break; // Note - no typedef, so need explicit type <> but rely on default = double.
+   case 2:
+      this->reset(new concrete_distribution >(boost::math::binomial_distribution<>(arg1, arg2)));
+      break; // Note - no typedef, so need explicit type <> but rely on default = double.
+   case 3:
+      this->reset(new concrete_distribution(boost::math::cauchy(arg1, arg2)));
+      break;
+   case 4:
+      this->reset(new concrete_distribution(boost::math::chi_squared(arg1)));
+      break;
+   case 5:
+      this->reset(new concrete_distribution(boost::math::exponential(arg1)));
+      break;
+    case 6:
+      this->reset(new concrete_distribution(boost::math::extreme_value(arg1)));
+      break;
+    case 7:
+      this->reset(new concrete_distribution(boost::math::fisher_f(arg1, arg2)));
+      break;
+  case 8:
+      this->reset(new concrete_distribution >(boost::math::gamma_distribution<>(arg1, arg2)));
+      break;
+  case 9:
+      this->reset(new concrete_distribution >(boost::math::lognormal_distribution<>(arg1, arg2)));
+      break;
+  case 10:
+      this->reset(new concrete_distribution >(boost::math::negative_binomial_distribution<>(arg1, arg2)));
+      break; 
+  case 11:
+      this->reset(new concrete_distribution >(boost::math::normal_distribution<>(arg1, arg2)));
+      break;
+   case 12:
+      this->reset(new concrete_distribution(boost::math::pareto(arg1, arg2)));
+      break;
+   case 13:
+      this->reset(new concrete_distribution(boost::math::poisson(arg1)));
+      break;
+   case 14:
+      this->reset(new concrete_distribution(boost::math::rayleigh(arg1)));
+      break;
+   case 15:
+      this->reset(new concrete_distribution(boost::math::students_t(arg1)));
+      break;
+   case 16:
+      this->reset(new concrete_distribution(boost::math::triangular(arg1, arg2, arg3)));
+      break;
+   case 17:
+      this->reset(new concrete_distribution(boost::math::uniform(arg1, arg2)));
+      break;
+   case 18:
+      this->reset(new concrete_distribution(boost::math::weibull(arg1, arg2)));
+      break;
+   default:
+      // TODO:
+      // Need some proper error handling here:
+      assert(0);
+   }
+   TRANSLATE_EXCEPTIONS_END
+} // any_distribution constructor.
+
+struct distribution_info
+{
+   const char* name; // of distribution.
+   const char* first_param; // parameters name like "degrees of freedom"
+   const char* second_param; // if required, else "".
+   const char* third_param; // if required, else "".
+   // triangular need 3 parameters.
+   // (Only the Bi-Weibull would need 5 parameters?)
+   double first_default; // distribution parameter value, often 0, 0.5 or 1.
+   double second_default; // 0 if there isn't a second argument.
+   // Note that defaults below follow default argument in constructors,
+   // if any, but need not be the same.
+   double third_default; // 0 if there isn't a third argument.
+};
+
+distribution_info distributions[] = 
+{ // distribution name, parameter name(s) and default(s) 
+  // Order must match any_distribution constructor above!
+  // Null string "" and zero default for un-used arguments.
+   { "Bernoulli", "Probability", "", "",0.5, 0, 0}, // case 0
+   { "Beta", "Alpha", "Beta", "", 1, 1, 0}, // case 1
+   { "Binomial", "Trials", "Probability of success", "", 1, 0.5, 0}, // case 2
+   { "Cauchy", "Location", "Scale", "", 0, 1, 0}, // case 3
+   { "Chi_squared", "Degrees of freedom", "", "", 1, 0, 0}, // case 4
+   { "Exponential", "lambda", "", "", 1, 0, 0}, // case 5
+   { "Extreme value", "Location", "Scale", "", 0, 1, 0}, // case 6
+   { "Fisher-F", "Degrees of freedom 1", "Degrees of freedom 2", "", 1, 1, 0}, // case 7
+   { "Gamma", "Shape", "Scale", "", 1, 1, }, // case 8
+   { "Lognormal", "Location", "Scale", "", 0, 1, 0}, // case 9
+   { "Negative Binomial", "Successes", "Probability of success", "", 1, 0.5, 0}, // case 10
+   { "Normal (Gaussian)", "Mean", "Standard Deviation", "", 0, 1, 0}, // case 11
+   { "Pareto", "Location", "Shape","", 1, 1, 0}, // case 12
+   { "Poisson", "Mean", "", "", 1, 0, 0}, // case 13
+   { "Rayleigh", "Sigma", "", "", 1, 0, 0}, // case 14
+   { "Student's t", "Degrees of Freedom", "", "", 1, 0, 0}, // case 15
+   { "Triangular", "Lower", "Mode", "Upper", -1, 0, +1 }, // case 16 3rd parameter!
+   // 0, 0.5, 1 also said to 'standard' but this is most like an approximation to Gaussian distribution.
+   { "Uniform", "Lower", "Upper", "", 0, 1, 0}, // case 17
+   { "Weibull", "Shape", "Scale", "", 1, 1, 0}, // case 18
+};
+
+// How many distributions are supported:
+int any_distribution::size()
+{
+   return sizeof(distributions) / sizeof(distributions[0]);
+}
+
+// Display name of i'th distribution:
+System::String^ any_distribution::distribution_name(int i)
+{
+   if(i >= size())
+      return "";
+   return gcnew System::String(distributions[i].name);
+}
+// Name of first distribution parameter, or null if not supported:
+System::String^ any_distribution::first_param_name(int i)
+{
+   if(i >= size())
+      return "";
+   return gcnew System::String(distributions[i].first_param);
+}
+// Name of second distribution parameter, or null if not supported:
+System::String^ any_distribution::second_param_name(int i)
+{
+   if(i >= size())
+      return "";
+   return gcnew System::String(distributions[i].second_param);
+}
+// Name of third distribution parameter, or null if not supported:
+System::String^ any_distribution::third_param_name(int i)
+{
+   if(i >= size())
+      return "";
+   return gcnew System::String(distributions[i].third_param);
+}
+// default value for first parameter:
+double any_distribution::first_param_default(int i)
+{
+   if(i >= size())
+      return 0;
+   return distributions[i].first_default;
+}
+// default value for second parameter:
+double any_distribution::second_param_default(int i)
+{
+   if(i >= size())
+      return 0;
+   return distributions[i].second_default;
+}
+// default value for third parameter:
+double any_distribution::third_param_default(int i)
+{
+   if(i >= size())
+      return 0;
+   return distributions[i].third_default;
+}
+
+} // namespace boost_math
+
+
diff --git a/dot_net_example/boost_math/boost_math.h b/dot_net_example/boost_math/boost_math.h
new file mode 100644
index 000000000..455ba7d3b
--- /dev/null
+++ b/dot_net_example/boost_math/boost_math.h
@@ -0,0 +1,328 @@
+// boost_math.h
+
+// Copyright John Maddock 2007.
+// Copyright Paul A. Bristow 2007.
+
+// Use, modification and distribution are subject to the
+// Boost Software License, Version 1.0.
+// (See accompanying file LICENSE_1_0.txt
+// or copy at http://www.boost.org/LICENSE_1_0.txt)
+
+//#define BOOST_MATH_OVERFLOW_ERROR_POLICY errno_on_error
+//#define BOOST_MATH_ASSERT_UNDEFINED_POLICY false
+// These are now defined in project properties
+// "BOOST_MATH_ASSERT_UNDEFINED_POLICY=0"
+// "BOOST_MATH_OVERFLOW_ERROR_POLICY=errno_on_error"
+// to avoid complications with pre-compiled headers.
+
+#pragma once
+
+using namespace System;
+
+#define TRANSLATE_EXCEPTIONS_BEGIN try{
+
+#define TRANSLATE_EXCEPTIONS_END \
+    }catch(const std::exception& e){  \
+        System::String^ s = gcnew System::String(e.what());\
+        InvalidOperationException^ se = gcnew InvalidOperationException(s);\
+        throw se;  \
+    }
+
+namespace boost_math {
+
+   class any_imp
+   {
+   public:
+     // Distribution properties.
+      virtual double mean()const = 0;
+      virtual double mode()const = 0;
+      virtual double median()const = 0;
+      virtual double variance()const = 0;
+      virtual double standard_deviation()const = 0;
+      virtual double skewness()const = 0;
+      virtual double kurtosis()const = 0;
+      virtual double kurtosis_excess()const = 0;
+      virtual double coefficient_of_variation()const = 0;
+      // Values computed from random variate x.
+      virtual double hazard(double x)const = 0;
+      virtual double chf(double x)const = 0;
+      virtual double cdf(double x)const = 0;
+      virtual double ccdf(double x)const = 0;
+      virtual double pdf(double x)const = 0;
+      virtual double quantile(double x)const = 0;
+      virtual double quantile_c(double x)const = 0;
+      // Range & support of x
+      virtual double lowest()const = 0;
+      virtual double uppermost()const = 0;
+      virtual double lower()const = 0;
+      virtual double upper()const = 0;
+   };
+
+   template 
+   class concrete_distribution : public any_imp
+   {
+   public:
+      concrete_distribution(const Distribution& d) : m_dist(d) {}
+      // Distribution properties.
+      virtual double mean()const
+      {
+         return boost::math::mean(m_dist);
+      }
+      virtual double median()const
+      {
+         return boost::math::median(m_dist);
+      }
+      virtual double mode()const
+      {
+         return boost::math::mode(m_dist);
+      }
+      virtual double variance()const
+      {
+         return boost::math::variance(m_dist);
+      }
+      virtual double skewness()const
+      {
+         return boost::math::skewness(m_dist);
+      }
+      virtual double standard_deviation()const
+      {
+         return boost::math::standard_deviation(m_dist);
+      }
+      virtual double coefficient_of_variation()const
+      {
+         return boost::math::coefficient_of_variation(m_dist);
+      }
+      virtual double kurtosis()const
+      {
+         return boost::math::kurtosis(m_dist);
+      }
+      virtual double kurtosis_excess()const
+      {
+         return boost::math::kurtosis_excess(m_dist);
+      }
+      // Range of x for the distribution.
+      virtual double lowest()const
+      {
+         return boost::math::range(m_dist).first;
+      }
+      virtual double uppermost()const
+      {
+         return boost::math::range(m_dist).second;
+      }
+      // Support of x for the distribution.
+      virtual double lower()const
+      {
+         return boost::math::support(m_dist).first;
+      }
+      virtual double upper()const
+      {
+         return boost::math::support(m_dist).second;
+      }
+
+      // Values computed from random variate x.
+      virtual double hazard(double x)const
+      {
+         return boost::math::hazard(m_dist, x);
+      }
+      virtual double chf(double x)const
+      {
+         return boost::math::chf(m_dist, x);
+      }
+      virtual double cdf(double x)const
+      {
+         return boost::math::cdf(m_dist, x);
+      }
+      virtual double ccdf(double x)const
+      {
+         return boost::math::cdf(complement(m_dist, x));
+      }
+      virtual double pdf(double x)const
+      {
+         return boost::math::pdf(m_dist, x);
+      }
+      virtual double quantile(double x)const
+      {
+         return boost::math::quantile(m_dist, x);
+      }
+      virtual double quantile_c(double x)const
+      {
+         return boost::math::quantile(complement(m_dist, x));
+      }
+   private:
+      Distribution m_dist;
+   };
+
+   public ref class any_distribution
+   {
+     public:
+      // Added methods for this class here.
+      any_distribution(int t, double arg1, double arg2, double arg3);
+      ~any_distribution()
+      {
+         reset(0);
+      }
+      // Is it OK for these to be inline?
+      // Distribution properties as 'pointer-to-implementions'.
+      double mean()
+      {
+         TRANSLATE_EXCEPTIONS_BEGIN
+         return pimpl->mean();
+         TRANSLATE_EXCEPTIONS_END
+      }
+      double median()
+      {
+         TRANSLATE_EXCEPTIONS_BEGIN
+         return pimpl->median();
+         TRANSLATE_EXCEPTIONS_END
+      }
+      double mode()
+      {
+         TRANSLATE_EXCEPTIONS_BEGIN
+         return pimpl->mode();
+         TRANSLATE_EXCEPTIONS_END
+      }
+      double variance()
+      {
+         TRANSLATE_EXCEPTIONS_BEGIN
+         return pimpl->variance();
+         TRANSLATE_EXCEPTIONS_END
+      }
+      double standard_deviation()
+      {
+         TRANSLATE_EXCEPTIONS_BEGIN
+         return pimpl->standard_deviation();
+         TRANSLATE_EXCEPTIONS_END
+      }
+      double coefficient_of_variation()
+      { // aka Relative Standard deviation.
+         TRANSLATE_EXCEPTIONS_BEGIN
+         return pimpl->coefficient_of_variation();
+         TRANSLATE_EXCEPTIONS_END
+      }
+      double skewness()
+      {
+         TRANSLATE_EXCEPTIONS_BEGIN
+         return pimpl->skewness();
+         TRANSLATE_EXCEPTIONS_END
+      }
+      double kurtosis()
+      {
+         TRANSLATE_EXCEPTIONS_BEGIN
+         return pimpl->kurtosis();
+         TRANSLATE_EXCEPTIONS_END
+      }
+      double kurtosis_excess()
+      {
+         TRANSLATE_EXCEPTIONS_BEGIN
+         return pimpl->kurtosis_excess();
+         TRANSLATE_EXCEPTIONS_END
+      }
+      // Values computed from random variate x.
+      double hazard(double x)
+      {
+         TRANSLATE_EXCEPTIONS_BEGIN
+         return pimpl->hazard(x);
+         TRANSLATE_EXCEPTIONS_END
+      }
+      double chf(double x)
+      {
+         TRANSLATE_EXCEPTIONS_BEGIN
+         return pimpl->chf(x);
+         TRANSLATE_EXCEPTIONS_END
+      }
+      double cdf(double x)
+      {
+         TRANSLATE_EXCEPTIONS_BEGIN
+         return pimpl->cdf(x);
+         TRANSLATE_EXCEPTIONS_END
+      }
+      double ccdf(double x)
+      {
+         TRANSLATE_EXCEPTIONS_BEGIN
+         return pimpl->ccdf(x);
+         TRANSLATE_EXCEPTIONS_END
+     }
+      double pdf(double x)
+      {
+         TRANSLATE_EXCEPTIONS_BEGIN
+         return pimpl->pdf(x);
+         TRANSLATE_EXCEPTIONS_END
+      }
+      double quantile(double x)
+      {
+         TRANSLATE_EXCEPTIONS_BEGIN
+         return pimpl->quantile(x);
+         TRANSLATE_EXCEPTIONS_END
+      }
+      double quantile_c(double x)
+      {
+         TRANSLATE_EXCEPTIONS_BEGIN
+         return pimpl->quantile_c(x);
+         TRANSLATE_EXCEPTIONS_END
+      }
+
+      double lowest()
+      {
+         TRANSLATE_EXCEPTIONS_BEGIN
+         return pimpl->lowest();
+         TRANSLATE_EXCEPTIONS_END
+      }
+
+      double uppermost()
+      {
+         TRANSLATE_EXCEPTIONS_BEGIN
+         return pimpl->uppermost();
+         TRANSLATE_EXCEPTIONS_END
+      }
+
+      double lower()
+      {
+         TRANSLATE_EXCEPTIONS_BEGIN
+         return pimpl->lower();
+         TRANSLATE_EXCEPTIONS_END
+      }
+      double upper()
+      {
+         TRANSLATE_EXCEPTIONS_BEGIN
+         return pimpl->upper();
+         TRANSLATE_EXCEPTIONS_END
+      }
+
+      // How many distributions are supported:
+      static int size();
+      // Display name of i'th distribution:
+      static System::String^ distribution_name(int i);
+      // Name of first distribution parameter, or null if not supported:
+      static System::String^ first_param_name(int i);
+      // Name of second distribution parameter, or null if not supported:
+      static System::String^ second_param_name(int i);
+      // Name of third distribution parameter, or null if not supported:
+      static System::String^ third_param_name(int i);
+      // Default value for first parameter:
+      static double first_param_default(int i);
+      // Default value for second parameter:
+      static double second_param_default(int i);
+      // Default value for third parameter:
+      static double third_param_default(int i);
+
+   private:
+      any_distribution(const any_distribution^)
+      { // Constructor is private.
+      }
+      const any_distribution^ operator=(const any_distribution^ d)
+      { // Copy Constructor is private too.
+         return d;
+      }
+      // We really should use a shared_ptr here, 
+      // but apparently it's not allowed in a managed class like this :-(
+      void reset(any_imp* p)
+      {
+         if(pimpl)
+         { // Exists already, so
+            delete pimpl;
+         }
+         pimpl = p;
+      }
+      any_imp* pimpl;
+   };
+}
diff --git a/dot_net_example/boost_math/boost_math.sln b/dot_net_example/boost_math/boost_math.sln
new file mode 100644
index 000000000..f7cbd8501
--- /dev/null
+++ b/dot_net_example/boost_math/boost_math.sln
@@ -0,0 +1,20 @@
+
+Microsoft Visual Studio Solution File, Format Version 9.00
+# Visual C++ Express 2005
+Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "boost_math", "boost_math.vcproj", "{CEE4BAD0-967A-4193-9EDB-C0DD6C3B05C9}"
+EndProject
+Global
+	GlobalSection(SolutionConfigurationPlatforms) = preSolution
+		Debug|Win32 = Debug|Win32
+		Release|Win32 = Release|Win32
+	EndGlobalSection
+	GlobalSection(ProjectConfigurationPlatforms) = postSolution
+		{CEE4BAD0-967A-4193-9EDB-C0DD6C3B05C9}.Debug|Win32.ActiveCfg = Debug|Win32
+		{CEE4BAD0-967A-4193-9EDB-C0DD6C3B05C9}.Debug|Win32.Build.0 = Debug|Win32
+		{CEE4BAD0-967A-4193-9EDB-C0DD6C3B05C9}.Release|Win32.ActiveCfg = Release|Win32
+		{CEE4BAD0-967A-4193-9EDB-C0DD6C3B05C9}.Release|Win32.Build.0 = Release|Win32
+	EndGlobalSection
+	GlobalSection(SolutionProperties) = preSolution
+		HideSolutionNode = FALSE
+	EndGlobalSection
+EndGlobal
diff --git a/dot_net_example/boost_math/boost_math.sln.lnk b/dot_net_example/boost_math/boost_math.sln.lnk
new file mode 100644
index 000000000..94cb79978
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diff --git a/dot_net_example/boost_math/boost_math.vcproj b/dot_net_example/boost_math/boost_math.vcproj
new file mode 100644
index 000000000..6a93404c9
--- /dev/null
+++ b/dot_net_example/boost_math/boost_math.vcproj
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diff --git a/dot_net_example/boost_math/resource.h b/dot_net_example/boost_math/resource.h
new file mode 100644
index 000000000..d5ac7c42a
--- /dev/null
+++ b/dot_net_example/boost_math/resource.h
@@ -0,0 +1,3 @@
+//{{NO_DEPENDENCIES}}
+// Microsoft Visual C++ generated include file.
+// Used by app.rc
diff --git a/dot_net_example/distribution_explorer/AboutDistEx.resx b/dot_net_example/distribution_explorer/AboutDistEx.resx
new file mode 100644
index 000000000..804e65e01
--- /dev/null
+++ b/dot_net_example/distribution_explorer/AboutDistEx.resx
@@ -0,0 +1,322 @@
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+  
+
\ No newline at end of file
diff --git a/dot_net_example/distribution_explorer/AboutDistributionExplorer.Designer.cs b/dot_net_example/distribution_explorer/AboutDistributionExplorer.Designer.cs
new file mode 100644
index 000000000..dc2740ae5
--- /dev/null
+++ b/dot_net_example/distribution_explorer/AboutDistributionExplorer.Designer.cs
@@ -0,0 +1,193 @@
+namespace distribution_explorer
+{
+    partial class AboutDistributionExplorer
+    {
+        /// 
+        /// Required designer variable.
+        /// 
+        private System.ComponentModel.IContainer components = null;
+
+        /// 
+        /// Clean up any resources being used.
+        /// 
+        protected override void Dispose(bool disposing)
+        {
+            if (disposing && (components != null))
+            {
+                components.Dispose();
+            }
+            base.Dispose(disposing);
+        }
+
+        #region Windows Form Designer generated code
+
+        /// 
+        /// Required method for Designer support - do not modify
+        /// the contents of this method with the code editor.
+        /// 
+        private void InitializeComponent()
+        {
+            System.ComponentModel.ComponentResourceManager resources = new System.ComponentModel.ComponentResourceManager(typeof(AboutDistributionExplorer));
+            this.tableLayoutPanel = new System.Windows.Forms.TableLayoutPanel();
+            this.logoPictureBox = new System.Windows.Forms.PictureBox();
+            this.labelProductName = new System.Windows.Forms.Label();
+            this.labelVersion = new System.Windows.Forms.Label();
+            this.labelCopyright = new System.Windows.Forms.Label();
+            this.labelCompanyName = new System.Windows.Forms.Label();
+            this.textBoxDescription = new System.Windows.Forms.TextBox();
+            this.okButton = new System.Windows.Forms.Button();
+            this.tableLayoutPanel.SuspendLayout();
+            ((System.ComponentModel.ISupportInitialize)(this.logoPictureBox)).BeginInit();
+            this.SuspendLayout();
+            // 
+            // tableLayoutPanel
+            // 
+            this.tableLayoutPanel.ColumnCount = 2;
+            this.tableLayoutPanel.ColumnStyles.Add(new System.Windows.Forms.ColumnStyle(System.Windows.Forms.SizeType.Percent, 33F));
+            this.tableLayoutPanel.ColumnStyles.Add(new System.Windows.Forms.ColumnStyle(System.Windows.Forms.SizeType.Percent, 67F));
+            this.tableLayoutPanel.Controls.Add(this.logoPictureBox, 0, 0);
+            this.tableLayoutPanel.Controls.Add(this.labelProductName, 1, 0);
+            this.tableLayoutPanel.Controls.Add(this.labelVersion, 1, 1);
+            this.tableLayoutPanel.Controls.Add(this.labelCopyright, 1, 2);
+            this.tableLayoutPanel.Controls.Add(this.labelCompanyName, 1, 3);
+            this.tableLayoutPanel.Controls.Add(this.textBoxDescription, 1, 4);
+            this.tableLayoutPanel.Controls.Add(this.okButton, 1, 5);
+            this.tableLayoutPanel.Dock = System.Windows.Forms.DockStyle.Fill;
+            this.tableLayoutPanel.Location = new System.Drawing.Point(12, 11);
+            this.tableLayoutPanel.Margin = new System.Windows.Forms.Padding(4, 4, 4, 4);
+            this.tableLayoutPanel.Name = "tableLayoutPanel";
+            this.tableLayoutPanel.RowCount = 6;
+            this.tableLayoutPanel.RowStyles.Add(new System.Windows.Forms.RowStyle(System.Windows.Forms.SizeType.Percent, 10F));
+            this.tableLayoutPanel.RowStyles.Add(new System.Windows.Forms.RowStyle(System.Windows.Forms.SizeType.Percent, 10F));
+            this.tableLayoutPanel.RowStyles.Add(new System.Windows.Forms.RowStyle(System.Windows.Forms.SizeType.Percent, 10F));
+            this.tableLayoutPanel.RowStyles.Add(new System.Windows.Forms.RowStyle(System.Windows.Forms.SizeType.Percent, 10F));
+            this.tableLayoutPanel.RowStyles.Add(new System.Windows.Forms.RowStyle(System.Windows.Forms.SizeType.Percent, 50F));
+            this.tableLayoutPanel.RowStyles.Add(new System.Windows.Forms.RowStyle(System.Windows.Forms.SizeType.Percent, 10F));
+            this.tableLayoutPanel.Size = new System.Drawing.Size(556, 326);
+            this.tableLayoutPanel.TabIndex = 0;
+            // 
+            // logoPictureBox
+            // 
+            this.logoPictureBox.Dock = System.Windows.Forms.DockStyle.Fill;
+            this.logoPictureBox.Image = ((System.Drawing.Image)(resources.GetObject("logoPictureBox.Image")));
+            this.logoPictureBox.InitialImage = ((System.Drawing.Image)(resources.GetObject("logoPictureBox.InitialImage")));
+            this.logoPictureBox.Location = new System.Drawing.Point(4, 4);
+            this.logoPictureBox.Margin = new System.Windows.Forms.Padding(4, 4, 4, 4);
+            this.logoPictureBox.Name = "logoPictureBox";
+            this.tableLayoutPanel.SetRowSpan(this.logoPictureBox, 6);
+            this.logoPictureBox.Size = new System.Drawing.Size(175, 318);
+            this.logoPictureBox.SizeMode = System.Windows.Forms.PictureBoxSizeMode.StretchImage;
+            this.logoPictureBox.TabIndex = 12;
+            this.logoPictureBox.TabStop = false;
+            // 
+            // labelProductName
+            // 
+            this.labelProductName.Dock = System.Windows.Forms.DockStyle.Fill;
+            this.labelProductName.Location = new System.Drawing.Point(191, 0);
+            this.labelProductName.Margin = new System.Windows.Forms.Padding(8, 0, 4, 0);
+            this.labelProductName.MaximumSize = new System.Drawing.Size(0, 21);
+            this.labelProductName.Name = "labelProductName";
+            this.labelProductName.Size = new System.Drawing.Size(361, 21);
+            this.labelProductName.TabIndex = 19;
+            this.labelProductName.Text = "Product Name Distribution Explorer";
+            this.labelProductName.TextAlign = System.Drawing.ContentAlignment.MiddleLeft;
+            // 
+            // labelVersion
+            // 
+            this.labelVersion.Dock = System.Windows.Forms.DockStyle.Fill;
+            this.labelVersion.Location = new System.Drawing.Point(191, 32);
+            this.labelVersion.Margin = new System.Windows.Forms.Padding(8, 0, 4, 0);
+            this.labelVersion.MaximumSize = new System.Drawing.Size(0, 21);
+            this.labelVersion.Name = "labelVersion";
+            this.labelVersion.Size = new System.Drawing.Size(361, 21);
+            this.labelVersion.TabIndex = 0;
+            this.labelVersion.Text = "Version 1.1";
+            this.labelVersion.TextAlign = System.Drawing.ContentAlignment.MiddleLeft;
+            // 
+            // labelCopyright
+            // 
+            this.labelCopyright.Dock = System.Windows.Forms.DockStyle.Fill;
+            this.labelCopyright.Location = new System.Drawing.Point(191, 64);
+            this.labelCopyright.Margin = new System.Windows.Forms.Padding(8, 0, 4, 0);
+            this.labelCopyright.MaximumSize = new System.Drawing.Size(0, 21);
+            this.labelCopyright.Name = "labelCopyright";
+            this.labelCopyright.Size = new System.Drawing.Size(361, 21);
+            this.labelCopyright.TabIndex = 21;
+            this.labelCopyright.Text = "Copyright John Maddock and Paul A. Bristow 2007";
+            this.labelCopyright.TextAlign = System.Drawing.ContentAlignment.MiddleLeft;
+            // 
+            // labelCompanyName
+            // 
+            this.labelCompanyName.AutoSize = true;
+            this.labelCompanyName.Dock = System.Windows.Forms.DockStyle.Bottom;
+            this.labelCompanyName.Location = new System.Drawing.Point(191, 111);
+            this.labelCompanyName.Margin = new System.Windows.Forms.Padding(8, 0, 4, 0);
+            this.labelCompanyName.MaximumSize = new System.Drawing.Size(0, 21);
+            this.labelCompanyName.Name = "labelCompanyName";
+            this.labelCompanyName.Size = new System.Drawing.Size(361, 17);
+            this.labelCompanyName.TabIndex = 22;
+            this.labelCompanyName.Text = "Company Name";
+            this.labelCompanyName.TextAlign = System.Drawing.ContentAlignment.MiddleLeft;
+            // 
+            // textBoxDescription
+            // 
+            this.textBoxDescription.Dock = System.Windows.Forms.DockStyle.Fill;
+            this.textBoxDescription.Location = new System.Drawing.Point(191, 132);
+            this.textBoxDescription.Margin = new System.Windows.Forms.Padding(8, 4, 4, 4);
+            this.textBoxDescription.Multiline = true;
+            this.textBoxDescription.Name = "textBoxDescription";
+            this.textBoxDescription.ReadOnly = true;
+            this.textBoxDescription.ScrollBars = System.Windows.Forms.ScrollBars.Both;
+            this.textBoxDescription.Size = new System.Drawing.Size(361, 155);
+            this.textBoxDescription.TabIndex = 23;
+            this.textBoxDescription.TabStop = false;
+            this.textBoxDescription.Text = resources.GetString("textBoxDescription.Text");
+            // 
+            // okButton
+            // 
+            this.okButton.Anchor = ((System.Windows.Forms.AnchorStyles)((System.Windows.Forms.AnchorStyles.Bottom | System.Windows.Forms.AnchorStyles.Right)));
+            this.okButton.DialogResult = System.Windows.Forms.DialogResult.Cancel;
+            this.okButton.Location = new System.Drawing.Point(452, 295);
+            this.okButton.Margin = new System.Windows.Forms.Padding(4, 4, 4, 4);
+            this.okButton.Name = "okButton";
+            this.okButton.Size = new System.Drawing.Size(100, 27);
+            this.okButton.TabIndex = 24;
+            this.okButton.Text = "&OK";
+            // 
+            // AboutDistributionExplorer
+            // 
+            this.AcceptButton = this.okButton;
+            this.AutoScaleDimensions = new System.Drawing.SizeF(8F, 16F);
+            this.AutoScaleMode = System.Windows.Forms.AutoScaleMode.Font;
+            this.ClientSize = new System.Drawing.Size(580, 348);
+            this.Controls.Add(this.tableLayoutPanel);
+            this.FormBorderStyle = System.Windows.Forms.FormBorderStyle.FixedDialog;
+            this.Icon = ((System.Drawing.Icon)(resources.GetObject("$this.Icon")));
+            this.Margin = new System.Windows.Forms.Padding(4, 4, 4, 4);
+            this.MaximizeBox = false;
+            this.MinimizeBox = false;
+            this.Name = "AboutDistributionExplorer";
+            this.Padding = new System.Windows.Forms.Padding(12, 11, 12, 11);
+            this.ShowIcon = false;
+            this.ShowInTaskbar = false;
+            this.StartPosition = System.Windows.Forms.FormStartPosition.CenterParent;
+            this.Text = "AboutDistributionExplorer";
+            this.tableLayoutPanel.ResumeLayout(false);
+            this.tableLayoutPanel.PerformLayout();
+            ((System.ComponentModel.ISupportInitialize)(this.logoPictureBox)).EndInit();
+            this.ResumeLayout(false);
+
+        }
+
+        #endregion
+
+        private System.Windows.Forms.TableLayoutPanel tableLayoutPanel;
+        private System.Windows.Forms.PictureBox logoPictureBox;
+        private System.Windows.Forms.Label labelProductName;
+        private System.Windows.Forms.Label labelVersion;
+        private System.Windows.Forms.Label labelCopyright;
+        private System.Windows.Forms.Label labelCompanyName;
+        private System.Windows.Forms.TextBox textBoxDescription;
+        private System.Windows.Forms.Button okButton;
+    }
+}
diff --git a/dot_net_example/distribution_explorer/AboutDistributionExplorer.cs b/dot_net_example/distribution_explorer/AboutDistributionExplorer.cs
new file mode 100644
index 000000000..3db49d9fb
--- /dev/null
+++ b/dot_net_example/distribution_explorer/AboutDistributionExplorer.cs
@@ -0,0 +1,115 @@
+using System;
+using System.Collections.Generic;
+using System.ComponentModel;
+using System.Drawing;
+using System.Windows.Forms;
+using System.Reflection;
+
+namespace distribution_explorer
+{
+    partial class AboutDistributionExplorer : Form
+    {
+        public AboutDistributionExplorer()
+        {
+            InitializeComponent();
+
+            //  Initialize the AboutBox to display the product information from the assembly information.
+            //  Change assembly information settings for your application through either:
+            //  - Project->Properties->Application->Assembly Information
+            //  - AssemblyInfo.cs
+            this.Text = String.Format("About {0}", AssemblyTitle);
+            this.labelProductName.Text = AssemblyProduct;
+            this.labelVersion.Text = String.Format("Version {0}", AssemblyVersion);
+            this.labelCopyright.Text = AssemblyCopyright;
+            this.labelCompanyName.Text = AssemblyCompany;
+            this.textBoxDescription.Text = AssemblyDescription;
+        }
+
+        #region Assembly Attribute Accessors
+
+        public string AssemblyTitle
+        {
+            get
+            {
+                // Get all Title attributes on this assembly
+                object[] attributes = Assembly.GetExecutingAssembly().GetCustomAttributes(typeof(AssemblyTitleAttribute), false);
+                // If there is at least one Title attribute
+                if (attributes.Length > 0)
+                {
+                    // Select the first one
+                    AssemblyTitleAttribute titleAttribute = (AssemblyTitleAttribute)attributes[0];
+                    // If it is not an empty string, return it
+                    if (titleAttribute.Title != "")
+                        return titleAttribute.Title;
+                }
+                // If there was no Title attribute, or if the Title attribute was the empty string, return the .exe name
+                return System.IO.Path.GetFileNameWithoutExtension(Assembly.GetExecutingAssembly().CodeBase);
+            }
+        }
+
+        public string AssemblyVersion
+        {
+            get
+            {
+                return Assembly.GetExecutingAssembly().GetName().Version.ToString();
+            }
+        }
+
+        public string AssemblyDescription
+        {
+            get
+            {
+                // Get all Description attributes on this assembly
+                object[] attributes = Assembly.GetExecutingAssembly().GetCustomAttributes(typeof(AssemblyDescriptionAttribute), false);
+                // If there aren't any Description attributes, return an empty string
+                if (attributes.Length == 0)
+                    return "";
+                // If there is a Description attribute, return its value
+                return ((AssemblyDescriptionAttribute)attributes[0]).Description;
+            }
+        }
+
+        public string AssemblyProduct
+        {
+            get
+            {
+                // Get all Product attributes on this assembly
+                object[] attributes = Assembly.GetExecutingAssembly().GetCustomAttributes(typeof(AssemblyProductAttribute), false);
+                // If there aren't any Product attributes, return an empty string
+                if (attributes.Length == 0)
+                    return "";
+                // If there is a Product attribute, return its value
+                return ((AssemblyProductAttribute)attributes[0]).Product;
+            }
+        }
+
+        public string AssemblyCopyright
+        {
+            get
+            {
+                // Get all Copyright attributes on this assembly
+                object[] attributes = Assembly.GetExecutingAssembly().GetCustomAttributes(typeof(AssemblyCopyrightAttribute), false);
+                // If there aren't any Copyright attributes, return an empty string
+                if (attributes.Length == 0)
+                    return "";
+                // If there is a Copyright attribute, return its value
+                return ((AssemblyCopyrightAttribute)attributes[0]).Copyright;
+            }
+        }
+
+        public string AssemblyCompany
+        {
+            get
+            {
+                // Get all Company attributes on this assembly
+                object[] attributes = Assembly.GetExecutingAssembly().GetCustomAttributes(typeof(AssemblyCompanyAttribute), false);
+                // If there aren't any Company attributes, return an empty string
+                if (attributes.Length == 0)
+                    return "";
+                // If there is a Company attribute, return its value
+                return ((AssemblyCompanyAttribute)attributes[0]).Company;
+            }
+        }
+        #endregion
+    }
+}
diff --git a/dot_net_example/distribution_explorer/AboutDistributionExplorer.resx b/dot_net_example/distribution_explorer/AboutDistributionExplorer.resx
new file mode 100644
index 000000000..8642ec382
--- /dev/null
+++ b/dot_net_example/distribution_explorer/AboutDistributionExplorer.resx
@@ -0,0 +1,781 @@
+
+
+  
+  
+    
+    
+      
+        
+          
+            
+              
+                
+              
+              
+              
+              
+              
+            
+          
+          
+            
+              
+              
+            
+          
+          
+            
+              
+                
+                
+              
+              
+              
+              
+              
+            
+          
+          
+            
+              
+                
+              
+              
+            
+          
+        
+      
+    
+  
+  
+    text/microsoft-resx
+  
+  
+    2.0
+  
+  
+    System.Resources.ResXResourceReader, System.Windows.Forms, Version=2.0.0.0, Culture=neutral, PublicKeyToken=b77a5c561934e089
+  
+  
+    System.Resources.ResXResourceWriter, System.Windows.Forms, Version=2.0.0.0, Culture=neutral, PublicKeyToken=b77a5c561934e089
+  
+  
+  
+    
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+
+  
+  
+    Description: Statistical Distribution Explorer.
+Allows calculation, display and save to file
+of a wide variety of statistical distributions
+with given parameters and values of random variate,
+Probability Density, Cumulative Distribution, complement,
+and quantiles and critical values.
+
+  
+  
+    
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+        AADAAQAAwAEAAMABAADAAQAAwAEAAMADAADABwAAwA8AACgAAAAgAAAAQAAAAAEABAAAAAAAAAIAAAAA
+        AAAAAAAAEAAAABAAAAAAAAAAAACAAACAAAAAgIAAgAAAAIAAgACAgAAAgICAAMDAwAAAAP8AAP8AAAD/
+        /wD/AAAA/wD/AP//AAD///8Au7u7u7u7u7u7u7u7RLREu7u7u7u7u7u7u7u7u7S7S7u7u7u7u7u7u7u7
+        u7u7u7u7u7u7u7u7u7u7u7u0RERES7u7u7u7u7u7u7u7u7u7u7u7u7u7u7u7u0RLu7u0RLu7u7u7u7u7
+        u7u0u7S7u0u7u7u7u7u7u7u7RLtES7RLu7u7u7u7u7u7u7S7tLu7S7u7u7u7u7u7u7u7u7u7u7u7u7u7
+        u7u7u7u0REREREREREu7u7u7u7u7u7u7u7u7u7u7u7u7u0RLu7u7u7u0RLu7u7u7u7u0u7S7u7u7u0u7
+        u7u7u7u7RLtES7u7u7RLu7u7u7u7u7S7tLu7u7u7S7u7u7u7u7u7u7u7u7u7u7u7u7u0RLu7RERERERE
+        RERERERLu0u7u7u7u7u7u7u7u7u7u7tLu0u7u7u7u0RLu7u7u7u7S7REu7u7u7u0u7u7u7u7tEu7S7u7
+        u7u7RLu7u7u7u7tLu7u7u7u7u7S7u7u7u7u7u7u7u7u7u7u7u7u7u7u7tERERERERERERERERERES7u7
+        u7u7u7u7u7u7u7u7u7u7u7u7u7u7REu7u7u7u7u7u7u7u7u7u7S7u7u7u7u7u7u7u7u7u7u0u7u7u7u7
+        u7u7u7u7u7u7tLu7u7u7u7u7u7u7u7u7u0S7u7u7u7u7u7u7u7u7u7u0u7u7u7u7u7sAAAAAAAAAAAAA
+        AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
+        AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA==
+
+  
+
\ No newline at end of file
diff --git a/dot_net_example/distribution_explorer/ClassDiagram1.cd b/dot_net_example/distribution_explorer/ClassDiagram1.cd
new file mode 100644
index 000000000..b6a6fb0dc
--- /dev/null
+++ b/dot_net_example/distribution_explorer/ClassDiagram1.cd
@@ -0,0 +1,11 @@
+
+
+  
+  
+    
+    
+      DistexSplash.cs
+      AAAAAACAACAAABQAAACAAAACAAAAAAAAAAAAAAAAAIA=
+    
+  
+
\ No newline at end of file
diff --git a/dot_net_example/distribution_explorer/ClassDiagram2.cd b/dot_net_example/distribution_explorer/ClassDiagram2.cd
new file mode 100644
index 000000000..0519ecba6
--- /dev/null
+++ b/dot_net_example/distribution_explorer/ClassDiagram2.cd
@@ -0,0 +1 @@
+ 
\ No newline at end of file
diff --git a/dot_net_example/distribution_explorer/DistexForm.Designer.cs b/dot_net_example/distribution_explorer/DistexForm.Designer.cs
new file mode 100644
index 000000000..62106a83e
--- /dev/null
+++ b/dot_net_example/distribution_explorer/DistexForm.Designer.cs
@@ -0,0 +1,1094 @@
+namespace distribution_explorer
+{
+    partial class DistexForm
+    {
+        /// 
+        /// Required designer variable.
+        /// 
+        private System.ComponentModel.IContainer components = null;
+
+        /// 
+        /// Clean up any resources being used.
+        /// 
+        /// true if managed resources should be disposed; otherwise, false.
+        protected override void Dispose(bool disposing)
+        {
+            if (disposing && (components != null))
+            {
+                components.Dispose();
+            }
+            base.Dispose(disposing);
+        }
+
+        #region Windows Form Designer generated code
+
+        /// 
+        /// Required method for Designer support - do not modify
+        /// the contents of this method with the code editor.
+        /// 
+        private void InitializeComponent()
+        {
+          this.components = new System.ComponentModel.Container();
+          System.ComponentModel.ComponentResourceManager resources = new System.ComponentModel.ComponentResourceManager(typeof(DistexForm));
+          this.modeLabel = new System.Windows.Forms.Label();
+          this.propertiesTab = new System.Windows.Forms.TabControl();
+          this.DistributionTab = new System.Windows.Forms.TabPage();
+          this.parameter3 = new System.Windows.Forms.TextBox();
+          this.parameter3Label = new System.Windows.Forms.Label();
+          this.distributionNameLabel = new System.Windows.Forms.Label();
+          this.parameter2Label = new System.Windows.Forms.Label();
+          this.parameter1Label = new System.Windows.Forms.Label();
+          this.parameter2 = new System.Windows.Forms.TextBox();
+          this.parameter1 = new System.Windows.Forms.TextBox();
+          this.distribution = new System.Windows.Forms.ComboBox();
+          this.PropertiesTabPage = new System.Windows.Forms.TabPage();
+          this.toLabel2 = new System.Windows.Forms.Label();
+          this.toLabel1 = new System.Windows.Forms.Label();
+          this.supportUpperLabel = new System.Windows.Forms.Label();
+          this.supportLowerLabel = new System.Windows.Forms.Label();
+          this.supportLabel = new System.Windows.Forms.Label();
+          this.rangeGreatestLabel = new System.Windows.Forms.Label();
+          this.rangeLowestLabel = new System.Windows.Forms.Label();
+          this.rangeLabel = new System.Windows.Forms.Label();
+          this.parameter3ValueLabel = new System.Windows.Forms.Label();
+          this.parameter2ValueLabel = new System.Windows.Forms.Label();
+          this.parameter1ValueLabel = new System.Windows.Forms.Label();
+          this.distributionValueLabel = new System.Windows.Forms.Label();
+          this.parameterLabel3 = new System.Windows.Forms.Label();
+          this.parameterLabel2 = new System.Windows.Forms.Label();
+          this.parameterLabel1 = new System.Windows.Forms.Label();
+          this.DistributionLabel = new System.Windows.Forms.Label();
+          this.coefficient_of_variation = new System.Windows.Forms.Label();
+          this.CVlabel = new System.Windows.Forms.Label();
+          this.kurtosis_excess = new System.Windows.Forms.Label();
+          this.kurtosisExcessLabel = new System.Windows.Forms.Label();
+          this.kurtosis = new System.Windows.Forms.Label();
+          this.kurtosisLabel = new System.Windows.Forms.Label();
+          this.skewness = new System.Windows.Forms.Label();
+          this.skewnessLabel = new System.Windows.Forms.Label();
+          this.median = new System.Windows.Forms.Label();
+          this.standard_deviation = new System.Windows.Forms.Label();
+          this.stddevLabel = new System.Windows.Forms.Label();
+          this.variance = new System.Windows.Forms.Label();
+          this.varianceLabel = new System.Windows.Forms.Label();
+          this.medianLabel = new System.Windows.Forms.Label();
+          this.mode = new System.Windows.Forms.Label();
+          this.mean = new System.Windows.Forms.Label();
+          this.meanLabel = new System.Windows.Forms.Label();
+          this.cdfTabPage = new System.Windows.Forms.TabPage();
+          this.CDF_data = new System.Windows.Forms.DataGridView();
+          this.RandomVariable = new System.Windows.Forms.DataGridViewTextBoxColumn();
+          this.PDF = new System.Windows.Forms.DataGridViewTextBoxColumn();
+          this.CDF = new System.Windows.Forms.DataGridViewTextBoxColumn();
+          this.CCDF = new System.Windows.Forms.DataGridViewTextBoxColumn();
+          this.QuantileTabPage = new System.Windows.Forms.TabPage();
+          this.QuantileData = new System.Windows.Forms.DataGridView();
+          this.RiskLevel = new System.Windows.Forms.DataGridViewTextBoxColumn();
+          this.LowerCriticalValue = new System.Windows.Forms.DataGridViewTextBoxColumn();
+          this.UpperCriticalValue = new System.Windows.Forms.DataGridViewTextBoxColumn();
+          this.menuStrip1 = new System.Windows.Forms.MenuStrip();
+          this.fileToolStripMenuItem = new System.Windows.Forms.ToolStripMenuItem();
+          this.newToolStripMenuItem = new System.Windows.Forms.ToolStripMenuItem();
+          this.openToolStripMenuItem = new System.Windows.Forms.ToolStripMenuItem();
+          this.toolStripSeparator = new System.Windows.Forms.ToolStripSeparator();
+          this.saveToolStripMenuItem = new System.Windows.Forms.ToolStripMenuItem();
+          this.toolStripSeparator1 = new System.Windows.Forms.ToolStripSeparator();
+          this.printToolStripMenuItem = new System.Windows.Forms.ToolStripMenuItem();
+          this.printPreviewToolStripMenuItem = new System.Windows.Forms.ToolStripMenuItem();
+          this.toolStripSeparator2 = new System.Windows.Forms.ToolStripSeparator();
+          this.exitToolStripMenuItem = new System.Windows.Forms.ToolStripMenuItem();
+          this.editToolStripMenuItem = new System.Windows.Forms.ToolStripMenuItem();
+          this.undoToolStripMenuItem = new System.Windows.Forms.ToolStripMenuItem();
+          this.redoToolStripMenuItem = new System.Windows.Forms.ToolStripMenuItem();
+          this.toolStripSeparator3 = new System.Windows.Forms.ToolStripSeparator();
+          this.cutToolStripMenuItem = new System.Windows.Forms.ToolStripMenuItem();
+          this.copyToolStripMenuItem = new System.Windows.Forms.ToolStripMenuItem();
+          this.pasteToolStripMenuItem = new System.Windows.Forms.ToolStripMenuItem();
+          this.toolStripSeparator4 = new System.Windows.Forms.ToolStripSeparator();
+          this.selectAllToolStripMenuItem = new System.Windows.Forms.ToolStripMenuItem();
+          this.helpToolStripMenuItem = new System.Windows.Forms.ToolStripMenuItem();
+          this.contentsToolStripMenuItem = new System.Windows.Forms.ToolStripMenuItem();
+          this.toolStripSeparator5 = new System.Windows.Forms.ToolStripSeparator();
+          this.aboutToolStripMenuItem = new System.Windows.Forms.ToolStripMenuItem();
+          this.customizeToolStripMenuItem = new System.Windows.Forms.ToolStripMenuItem();
+          this.toolTip1 = new System.Windows.Forms.ToolTip(this.components);
+          this.saveFileDialog = new System.Windows.Forms.SaveFileDialog();
+          this.propertiesTab.SuspendLayout();
+          this.DistributionTab.SuspendLayout();
+          this.PropertiesTabPage.SuspendLayout();
+          this.cdfTabPage.SuspendLayout();
+          ((System.ComponentModel.ISupportInitialize)(this.CDF_data)).BeginInit();
+          this.QuantileTabPage.SuspendLayout();
+          ((System.ComponentModel.ISupportInitialize)(this.QuantileData)).BeginInit();
+          this.menuStrip1.SuspendLayout();
+          this.SuspendLayout();
+          // 
+          // modeLabel
+          // 
+          this.modeLabel.AutoSize = true;
+          this.modeLabel.Location = new System.Drawing.Point(45, 197);
+          this.modeLabel.Margin = new System.Windows.Forms.Padding(4, 0, 4, 0);
+          this.modeLabel.Name = "modeLabel";
+          this.modeLabel.Size = new System.Drawing.Size(44, 18);
+          this.modeLabel.TabIndex = 0;
+          this.modeLabel.Text = "Mode";
+          // 
+          // propertiesTab
+          // 
+          this.propertiesTab.AccessibleDescription = "Statistical distribution properties tab";
+          this.propertiesTab.AccessibleName = "Properties tab";
+          this.propertiesTab.Controls.Add(this.DistributionTab);
+          this.propertiesTab.Controls.Add(this.PropertiesTabPage);
+          this.propertiesTab.Controls.Add(this.cdfTabPage);
+          this.propertiesTab.Controls.Add(this.QuantileTabPage);
+          this.propertiesTab.Dock = System.Windows.Forms.DockStyle.Fill;
+          this.propertiesTab.Font = new System.Drawing.Font("Tahoma", 8.400001F);
+          this.propertiesTab.Location = new System.Drawing.Point(0, 26);
+          this.propertiesTab.Margin = new System.Windows.Forms.Padding(4);
+          this.propertiesTab.Name = "propertiesTab";
+          this.propertiesTab.SelectedIndex = 0;
+          this.propertiesTab.ShowToolTips = true;
+          this.propertiesTab.Size = new System.Drawing.Size(642, 585);
+          this.propertiesTab.TabIndex = 0;
+          this.propertiesTab.Deselecting += new System.Windows.Forms.TabControlCancelEventHandler(this.properties_tab_Deselecting);
+          this.propertiesTab.SelectedIndexChanged += new System.EventHandler(this.properties_tab_SelectedIndexChanged);
+          // 
+          // DistributionTab
+          // 
+          this.DistributionTab.AccessibleDescription = "Distribution Tab";
+          this.DistributionTab.AccessibleName = "DistributionTab";
+          this.DistributionTab.BackColor = System.Drawing.SystemColors.Control;
+          this.DistributionTab.Controls.Add(this.parameter3);
+          this.DistributionTab.Controls.Add(this.parameter3Label);
+          this.DistributionTab.Controls.Add(this.distributionNameLabel);
+          this.DistributionTab.Controls.Add(this.parameter2Label);
+          this.DistributionTab.Controls.Add(this.parameter1Label);
+          this.DistributionTab.Controls.Add(this.parameter2);
+          this.DistributionTab.Controls.Add(this.parameter1);
+          this.DistributionTab.Controls.Add(this.distribution);
+          this.DistributionTab.Location = new System.Drawing.Point(4, 26);
+          this.DistributionTab.Margin = new System.Windows.Forms.Padding(700, 4, 4, 4);
+          this.DistributionTab.Name = "DistributionTab";
+          this.DistributionTab.Padding = new System.Windows.Forms.Padding(4);
+          this.DistributionTab.Size = new System.Drawing.Size(634, 555);
+          this.DistributionTab.TabIndex = 0;
+          this.DistributionTab.Text = "Distribution";
+          this.DistributionTab.ToolTipText = "Choose the Statistical Distribution and provide parameter(s)";
+          this.DistributionTab.UseVisualStyleBackColor = true;
+          this.DistributionTab.Click += new System.EventHandler(this.tabPage1_Click);
+          // 
+          // parameter3
+          // 
+          this.parameter3.Location = new System.Drawing.Point(200, 232);
+          this.parameter3.Name = "parameter3";
+          this.parameter3.Size = new System.Drawing.Size(341, 24);
+          this.parameter3.TabIndex = 6;
+          // 
+          // parameter3Label
+          // 
+          this.parameter3Label.AutoSize = true;
+          this.parameter3Label.Location = new System.Drawing.Point(31, 232);
+          this.parameter3Label.Name = "parameter3Label";
+          this.parameter3Label.Size = new System.Drawing.Size(170, 18);
+          this.parameter3Label.TabIndex = 5;
+          this.parameter3Label.Text = "Parameter 3 (if required)";
+          this.parameter3Label.TextAlign = System.Drawing.ContentAlignment.MiddleRight;
+          this.toolTip1.SetToolTip(this.parameter3Label, "Enter value of 3nd Parameter of the chosen distribution");
+          // 
+          // distributionNameLabel
+          // 
+          this.distributionNameLabel.AutoSize = true;
+          this.distributionNameLabel.Location = new System.Drawing.Point(31, 58);
+          this.distributionNameLabel.Margin = new System.Windows.Forms.Padding(4, 0, 4, 0);
+          this.distributionNameLabel.Name = "distributionNameLabel";
+          this.distributionNameLabel.Size = new System.Drawing.Size(78, 18);
+          this.distributionNameLabel.TabIndex = 2;
+          this.distributionNameLabel.Text = "Distribution";
+          this.distributionNameLabel.TextAlign = System.Drawing.ContentAlignment.MiddleRight;
+          // 
+          // parameter2Label
+          // 
+          this.parameter2Label.AutoSize = true;
+          this.parameter2Label.Location = new System.Drawing.Point(28, 174);
+          this.parameter2Label.Margin = new System.Windows.Forms.Padding(4, 0, 4, 0);
+          this.parameter2Label.Name = "parameter2Label";
+          this.parameter2Label.Size = new System.Drawing.Size(170, 18);
+          this.parameter2Label.TabIndex = 4;
+          this.parameter2Label.Text = "Parameter 2 (if required)";
+          this.parameter2Label.TextAlign = System.Drawing.ContentAlignment.MiddleRight;
+          this.toolTip1.SetToolTip(this.parameter2Label, "Enter value of 2nd Parameter of the chosen distribution");
+          // 
+          // parameter1Label
+          // 
+          this.parameter1Label.AutoSize = true;
+          this.parameter1Label.ForeColor = System.Drawing.Color.Black;
+          this.parameter1Label.Location = new System.Drawing.Point(28, 116);
+          this.parameter1Label.Margin = new System.Windows.Forms.Padding(4, 0, 4, 0);
+          this.parameter1Label.Name = "parameter1Label";
+          this.parameter1Label.Size = new System.Drawing.Size(89, 18);
+          this.parameter1Label.TabIndex = 3;
+          this.parameter1Label.Text = "Parameter 1";
+          this.parameter1Label.TextAlign = System.Drawing.ContentAlignment.MiddleRight;
+          // 
+          // parameter2
+          // 
+          this.parameter2.Location = new System.Drawing.Point(200, 171);
+          this.parameter2.Margin = new System.Windows.Forms.Padding(4);
+          this.parameter2.Name = "parameter2";
+          this.parameter2.Size = new System.Drawing.Size(341, 24);
+          this.parameter2.TabIndex = 2;
+          // 
+          // parameter1
+          // 
+          this.parameter1.Location = new System.Drawing.Point(200, 110);
+          this.parameter1.Margin = new System.Windows.Forms.Padding(4);
+          this.parameter1.Name = "parameter1";
+          this.parameter1.Size = new System.Drawing.Size(341, 24);
+          this.parameter1.TabIndex = 1;
+          // 
+          // distribution
+          // 
+          this.distribution.DropDownStyle = System.Windows.Forms.ComboBoxStyle.DropDownList;
+          this.distribution.FormattingEnabled = true;
+          this.distribution.Location = new System.Drawing.Point(200, 51);
+          this.distribution.Margin = new System.Windows.Forms.Padding(4);
+          this.distribution.MaxDropDownItems = 20;
+          this.distribution.Name = "distribution";
+          this.distribution.Size = new System.Drawing.Size(341, 25);
+          this.distribution.TabIndex = 0;
+          this.distribution.SelectedIndexChanged += new System.EventHandler(this.distribution_SelectedIndexChanged);
+          // 
+          // PropertiesTabPage
+          // 
+          this.PropertiesTabPage.AccessibleDescription = "Show properties of distribution ";
+          this.PropertiesTabPage.AccessibleName = "PropertiesTabPage";
+          this.PropertiesTabPage.AccessibleRole = System.Windows.Forms.AccessibleRole.None;
+          this.PropertiesTabPage.BackColor = System.Drawing.SystemColors.Control;
+          this.PropertiesTabPage.Controls.Add(this.toLabel2);
+          this.PropertiesTabPage.Controls.Add(this.toLabel1);
+          this.PropertiesTabPage.Controls.Add(this.supportUpperLabel);
+          this.PropertiesTabPage.Controls.Add(this.supportLowerLabel);
+          this.PropertiesTabPage.Controls.Add(this.supportLabel);
+          this.PropertiesTabPage.Controls.Add(this.rangeGreatestLabel);
+          this.PropertiesTabPage.Controls.Add(this.rangeLowestLabel);
+          this.PropertiesTabPage.Controls.Add(this.rangeLabel);
+          this.PropertiesTabPage.Controls.Add(this.parameter3ValueLabel);
+          this.PropertiesTabPage.Controls.Add(this.parameter2ValueLabel);
+          this.PropertiesTabPage.Controls.Add(this.parameter1ValueLabel);
+          this.PropertiesTabPage.Controls.Add(this.distributionValueLabel);
+          this.PropertiesTabPage.Controls.Add(this.parameterLabel3);
+          this.PropertiesTabPage.Controls.Add(this.parameterLabel2);
+          this.PropertiesTabPage.Controls.Add(this.parameterLabel1);
+          this.PropertiesTabPage.Controls.Add(this.DistributionLabel);
+          this.PropertiesTabPage.Controls.Add(this.coefficient_of_variation);
+          this.PropertiesTabPage.Controls.Add(this.CVlabel);
+          this.PropertiesTabPage.Controls.Add(this.kurtosis_excess);
+          this.PropertiesTabPage.Controls.Add(this.kurtosisExcessLabel);
+          this.PropertiesTabPage.Controls.Add(this.kurtosis);
+          this.PropertiesTabPage.Controls.Add(this.kurtosisLabel);
+          this.PropertiesTabPage.Controls.Add(this.skewness);
+          this.PropertiesTabPage.Controls.Add(this.skewnessLabel);
+          this.PropertiesTabPage.Controls.Add(this.median);
+          this.PropertiesTabPage.Controls.Add(this.standard_deviation);
+          this.PropertiesTabPage.Controls.Add(this.stddevLabel);
+          this.PropertiesTabPage.Controls.Add(this.variance);
+          this.PropertiesTabPage.Controls.Add(this.varianceLabel);
+          this.PropertiesTabPage.Controls.Add(this.medianLabel);
+          this.PropertiesTabPage.Controls.Add(this.mode);
+          this.PropertiesTabPage.Controls.Add(this.modeLabel);
+          this.PropertiesTabPage.Controls.Add(this.mean);
+          this.PropertiesTabPage.Controls.Add(this.meanLabel);
+          this.PropertiesTabPage.ForeColor = System.Drawing.SystemColors.WindowText;
+          this.PropertiesTabPage.Location = new System.Drawing.Point(4, 26);
+          this.PropertiesTabPage.Margin = new System.Windows.Forms.Padding(4);
+          this.PropertiesTabPage.Name = "PropertiesTabPage";
+          this.PropertiesTabPage.Padding = new System.Windows.Forms.Padding(4);
+          this.PropertiesTabPage.Size = new System.Drawing.Size(634, 555);
+          this.PropertiesTabPage.TabIndex = 1;
+          this.PropertiesTabPage.Text = "Properties";
+          this.PropertiesTabPage.ToolTipText = "Shows properties of chosen distribution.";
+          this.PropertiesTabPage.UseVisualStyleBackColor = true;
+          this.PropertiesTabPage.Enter += new System.EventHandler(this.tabPage2_Enter);
+          // 
+          // toLabel2
+          // 
+          this.toLabel2.AutoSize = true;
+          this.toLabel2.Location = new System.Drawing.Point(384, 483);
+          this.toLabel2.Name = "toLabel2";
+          this.toLabel2.Size = new System.Drawing.Size(21, 18);
+          this.toLabel2.TabIndex = 25;
+          this.toLabel2.Text = "to";
+          // 
+          // toLabel1
+          // 
+          this.toLabel1.AutoSize = true;
+          this.toLabel1.Location = new System.Drawing.Point(384, 449);
+          this.toLabel1.Name = "toLabel1";
+          this.toLabel1.Size = new System.Drawing.Size(21, 18);
+          this.toLabel1.TabIndex = 24;
+          this.toLabel1.Text = "to";
+          // 
+          // supportUpperLabel
+          // 
+          this.supportUpperLabel.AutoSize = true;
+          this.supportUpperLabel.Location = new System.Drawing.Point(411, 483);
+          this.supportUpperLabel.Name = "supportUpperLabel";
+          this.supportUpperLabel.Size = new System.Drawing.Size(131, 18);
+          this.supportUpperLabel.TabIndex = 23;
+          this.supportUpperLabel.Text = "supportUpperValue";
+          this.toolTip1.SetToolTip(this.supportUpperLabel, "PDF and CDF are unity for x argument values greater than this value.");
+          // 
+          // supportLowerLabel
+          // 
+          this.supportLowerLabel.AutoSize = true;
+          this.supportLowerLabel.Location = new System.Drawing.Point(207, 483);
+          this.supportLowerLabel.Name = "supportLowerLabel";
+          this.supportLowerLabel.Size = new System.Drawing.Size(130, 18);
+          this.supportLowerLabel.TabIndex = 22;
+          this.supportLowerLabel.Text = "supportLowerValue";
+          this.toolTip1.SetToolTip(this.supportLowerLabel, "PDF and CDF are zero for values of argument X less than this value.");
+          // 
+          // supportLabel
+          // 
+          this.supportLabel.AutoSize = true;
+          this.supportLabel.Location = new System.Drawing.Point(45, 483);
+          this.supportLabel.Name = "supportLabel";
+          this.supportLabel.Size = new System.Drawing.Size(74, 18);
+          this.supportLabel.TabIndex = 21;
+          this.supportLabel.Text = "Supported";
+          this.toolTip1.SetToolTip(this.supportLabel, "Range over which pdf  is >0 but not yet =1");
+          // 
+          // rangeGreatestLabel
+          // 
+          this.rangeGreatestLabel.AutoSize = true;
+          this.rangeGreatestLabel.Location = new System.Drawing.Point(411, 449);
+          this.rangeGreatestLabel.Name = "rangeGreatestLabel";
+          this.rangeGreatestLabel.Size = new System.Drawing.Size(136, 18);
+          this.rangeGreatestLabel.TabIndex = 20;
+          this.rangeGreatestLabel.Text = "rangeGreatestValue";
+          this.toolTip1.SetToolTip(this.rangeGreatestLabel, "Greatest argument X for calculating PDF and CDF.");
+          // 
+          // rangeLowestLabel
+          // 
+          this.rangeLowestLabel.AllowDrop = true;
+          this.rangeLowestLabel.AutoSize = true;
+          this.rangeLowestLabel.Location = new System.Drawing.Point(207, 449);
+          this.rangeLowestLabel.Name = "rangeLowestLabel";
+          this.rangeLowestLabel.Size = new System.Drawing.Size(125, 18);
+          this.rangeLowestLabel.TabIndex = 19;
+          this.rangeLowestLabel.Text = "rangeLowestValue";
+          this.toolTip1.SetToolTip(this.rangeLowestLabel, "Lowest argument X for calculating PDF and CDF.");
+          // 
+          // rangeLabel
+          // 
+          this.rangeLabel.AutoSize = true;
+          this.rangeLabel.Location = new System.Drawing.Point(45, 449);
+          this.rangeLabel.Name = "rangeLabel";
+          this.rangeLabel.Size = new System.Drawing.Size(49, 18);
+          this.rangeLabel.TabIndex = 18;
+          this.rangeLabel.Text = "Range";
+          this.toolTip1.SetToolTip(this.rangeLabel, "Lowest and greatest possible value of x argument for PDF & CDF.");
+          // 
+          // parameter3ValueLabel
+          // 
+          this.parameter3ValueLabel.AutoSize = true;
+          this.parameter3ValueLabel.Location = new System.Drawing.Point(204, 118);
+          this.parameter3ValueLabel.Name = "parameter3ValueLabel";
+          this.parameter3ValueLabel.Size = new System.Drawing.Size(128, 18);
+          this.parameter3ValueLabel.TabIndex = 17;
+          this.parameter3ValueLabel.Text = "parameter 3 value";
+          this.toolTip1.SetToolTip(this.parameter3ValueLabel, "Show 3rd parameter provided (if any).");
+          // 
+          // parameter2ValueLabel
+          // 
+          this.parameter2ValueLabel.AutoSize = true;
+          this.parameter2ValueLabel.Location = new System.Drawing.Point(204, 87);
+          this.parameter2ValueLabel.Name = "parameter2ValueLabel";
+          this.parameter2ValueLabel.Size = new System.Drawing.Size(128, 18);
+          this.parameter2ValueLabel.TabIndex = 16;
+          this.parameter2ValueLabel.Text = "parameter 2 value";
+          this.toolTip1.SetToolTip(this.parameter2ValueLabel, "Show 2nd parameter provided (if any).");
+          // 
+          // parameter1ValueLabel
+          // 
+          this.parameter1ValueLabel.AutoSize = true;
+          this.parameter1ValueLabel.Location = new System.Drawing.Point(204, 54);
+          this.parameter1ValueLabel.Name = "parameter1ValueLabel";
+          this.parameter1ValueLabel.Size = new System.Drawing.Size(128, 18);
+          this.parameter1ValueLabel.TabIndex = 15;
+          this.parameter1ValueLabel.Text = "parameter 1 value";
+          this.toolTip1.SetToolTip(this.parameter1ValueLabel, "Show 1st parameter provided.");
+          // 
+          // distributionValueLabel
+          // 
+          this.distributionValueLabel.AutoSize = true;
+          this.distributionValueLabel.Location = new System.Drawing.Point(204, 24);
+          this.distributionValueLabel.Name = "distributionValueLabel";
+          this.distributionValueLabel.Size = new System.Drawing.Size(118, 18);
+          this.distributionValueLabel.TabIndex = 14;
+          this.distributionValueLabel.Text = "distribution name";
+          this.toolTip1.SetToolTip(this.distributionValueLabel, "Show name of chosen distribution");
+          // 
+          // parameterLabel3
+          // 
+          this.parameterLabel3.AutoSize = true;
+          this.parameterLabel3.Location = new System.Drawing.Point(45, 118);
+          this.parameterLabel3.Name = "parameterLabel3";
+          this.parameterLabel3.Size = new System.Drawing.Size(142, 18);
+          this.parameterLabel3.TabIndex = 13;
+          this.parameterLabel3.Text = "Parameter 3 (if any)";
+          // 
+          // parameterLabel2
+          // 
+          this.parameterLabel2.AutoSize = true;
+          this.parameterLabel2.Location = new System.Drawing.Point(45, 87);
+          this.parameterLabel2.Name = "parameterLabel2";
+          this.parameterLabel2.Size = new System.Drawing.Size(142, 18);
+          this.parameterLabel2.TabIndex = 12;
+          this.parameterLabel2.Text = "Parameter 2 (if any)";
+          // 
+          // parameterLabel1
+          // 
+          this.parameterLabel1.AutoSize = true;
+          this.parameterLabel1.Location = new System.Drawing.Point(45, 54);
+          this.parameterLabel1.Name = "parameterLabel1";
+          this.parameterLabel1.Size = new System.Drawing.Size(89, 18);
+          this.parameterLabel1.TabIndex = 11;
+          this.parameterLabel1.Text = "Parameter 1";
+          // 
+          // DistributionLabel
+          // 
+          this.DistributionLabel.AutoSize = true;
+          this.DistributionLabel.Location = new System.Drawing.Point(45, 24);
+          this.DistributionLabel.Name = "DistributionLabel";
+          this.DistributionLabel.Size = new System.Drawing.Size(78, 18);
+          this.DistributionLabel.TabIndex = 10;
+          this.DistributionLabel.Text = "Distribution";
+          // 
+          // coefficient_of_variation
+          // 
+          this.coefficient_of_variation.AutoSize = true;
+          this.coefficient_of_variation.Location = new System.Drawing.Point(204, 318);
+          this.coefficient_of_variation.Name = "coefficient_of_variation";
+          this.coefficient_of_variation.Size = new System.Drawing.Size(65, 18);
+          this.coefficient_of_variation.TabIndex = 9;
+          this.coefficient_of_variation.Text = "CV value";
+          // 
+          // CVlabel
+          // 
+          this.CVlabel.AutoSize = true;
+          this.CVlabel.Location = new System.Drawing.Point(45, 318);
+          this.CVlabel.Name = "CVlabel";
+          this.CVlabel.Size = new System.Drawing.Size(152, 18);
+          this.CVlabel.TabIndex = 8;
+          this.CVlabel.Text = "Coefficient of variation";
+          this.toolTip1.SetToolTip(this.CVlabel, "or relative standard deviation that is standard deviation/mean");
+          // 
+          // kurtosis_excess
+          // 
+          this.kurtosis_excess.AutoSize = true;
+          this.kurtosis_excess.Location = new System.Drawing.Point(204, 414);
+          this.kurtosis_excess.Name = "kurtosis_excess";
+          this.kurtosis_excess.Size = new System.Drawing.Size(146, 18);
+          this.kurtosis_excess.TabIndex = 7;
+          this.kurtosis_excess.Text = "kurtosis excess value";
+          // 
+          // kurtosisExcessLabel
+          // 
+          this.kurtosisExcessLabel.AutoSize = true;
+          this.kurtosisExcessLabel.Location = new System.Drawing.Point(45, 414);
+          this.kurtosisExcessLabel.Name = "kurtosisExcessLabel";
+          this.kurtosisExcessLabel.Size = new System.Drawing.Size(109, 18);
+          this.kurtosisExcessLabel.TabIndex = 6;
+          this.kurtosisExcessLabel.Text = "Kurtosis excess";
+          // 
+          // kurtosis
+          // 
+          this.kurtosis.AutoSize = true;
+          this.kurtosis.Location = new System.Drawing.Point(204, 383);
+          this.kurtosis.Name = "kurtosis";
+          this.kurtosis.Size = new System.Drawing.Size(96, 18);
+          this.kurtosis.TabIndex = 5;
+          this.kurtosis.Text = "kurtosis value";
+          // 
+          // kurtosisLabel
+          // 
+          this.kurtosisLabel.AutoSize = true;
+          this.kurtosisLabel.Location = new System.Drawing.Point(45, 383);
+          this.kurtosisLabel.Name = "kurtosisLabel";
+          this.kurtosisLabel.Size = new System.Drawing.Size(59, 18);
+          this.kurtosisLabel.TabIndex = 4;
+          this.kurtosisLabel.Text = "Kurtosis";
+          // 
+          // skewness
+          // 
+          this.skewness.AutoSize = true;
+          this.skewness.Location = new System.Drawing.Point(204, 351);
+          this.skewness.Name = "skewness";
+          this.skewness.Size = new System.Drawing.Size(109, 18);
+          this.skewness.TabIndex = 3;
+          this.skewness.Text = "skewness value";
+          // 
+          // skewnessLabel
+          // 
+          this.skewnessLabel.AutoSize = true;
+          this.skewnessLabel.Location = new System.Drawing.Point(45, 351);
+          this.skewnessLabel.Name = "skewnessLabel";
+          this.skewnessLabel.Size = new System.Drawing.Size(71, 18);
+          this.skewnessLabel.TabIndex = 0;
+          this.skewnessLabel.Text = "Skewness";
+          // 
+          // median
+          // 
+          this.median.AutoSize = true;
+          this.median.Location = new System.Drawing.Point(204, 228);
+          this.median.Name = "median";
+          this.median.Size = new System.Drawing.Size(94, 18);
+          this.median.TabIndex = 1;
+          this.median.Text = "median value";
+          // 
+          // standard_deviation
+          // 
+          this.standard_deviation.AutoSize = true;
+          this.standard_deviation.Location = new System.Drawing.Point(204, 286);
+          this.standard_deviation.Margin = new System.Windows.Forms.Padding(4, 0, 4, 0);
+          this.standard_deviation.Name = "standard_deviation";
+          this.standard_deviation.Size = new System.Drawing.Size(94, 18);
+          this.standard_deviation.TabIndex = 0;
+          this.standard_deviation.Text = "StdDev value";
+          // 
+          // stddevLabel
+          // 
+          this.stddevLabel.AutoSize = true;
+          this.stddevLabel.Location = new System.Drawing.Point(45, 286);
+          this.stddevLabel.Margin = new System.Windows.Forms.Padding(4, 0, 4, 0);
+          this.stddevLabel.Name = "stddevLabel";
+          this.stddevLabel.Size = new System.Drawing.Size(130, 18);
+          this.stddevLabel.TabIndex = 0;
+          this.stddevLabel.Text = "Standard Deviation";
+          this.toolTip1.SetToolTip(this.stddevLabel, "sqrt(");
+          // 
+          // variance
+          // 
+          this.variance.AutoSize = true;
+          this.variance.Location = new System.Drawing.Point(204, 257);
+          this.variance.Margin = new System.Windows.Forms.Padding(4, 0, 4, 0);
+          this.variance.Name = "variance";
+          this.variance.Size = new System.Drawing.Size(101, 18);
+          this.variance.TabIndex = 0;
+          this.variance.Text = "variance value";
+          // 
+          // varianceLabel
+          // 
+          this.varianceLabel.AutoSize = true;
+          this.varianceLabel.Location = new System.Drawing.Point(45, 257);
+          this.varianceLabel.Margin = new System.Windows.Forms.Padding(4, 0, 4, 0);
+          this.varianceLabel.Name = "varianceLabel";
+          this.varianceLabel.Size = new System.Drawing.Size(63, 18);
+          this.varianceLabel.TabIndex = 0;
+          this.varianceLabel.Text = "Variance";
+          this.toolTip1.SetToolTip(this.varianceLabel, "standard deviation squared");
+          // 
+          // medianLabel
+          // 
+          this.medianLabel.AutoSize = true;
+          this.medianLabel.Location = new System.Drawing.Point(45, 228);
+          this.medianLabel.Margin = new System.Windows.Forms.Padding(4, 0, 4, 0);
+          this.medianLabel.Name = "medianLabel";
+          this.medianLabel.Size = new System.Drawing.Size(54, 18);
+          this.medianLabel.TabIndex = 0;
+          this.medianLabel.Text = "Median";
+          this.toolTip1.SetToolTip(this.medianLabel, "media is quantile(0.5)");
+          // 
+          // mode
+          // 
+          this.mode.AutoSize = true;
+          this.mode.Location = new System.Drawing.Point(204, 197);
+          this.mode.Margin = new System.Windows.Forms.Padding(4, 0, 4, 0);
+          this.mode.Name = "mode";
+          this.mode.Size = new System.Drawing.Size(84, 18);
+          this.mode.TabIndex = 0;
+          this.mode.Text = "mode value";
+          // 
+          // mean
+          // 
+          this.mean.AutoSize = true;
+          this.mean.Location = new System.Drawing.Point(204, 169);
+          this.mean.Margin = new System.Windows.Forms.Padding(4, 0, 4, 0);
+          this.mean.Name = "mean";
+          this.mean.Size = new System.Drawing.Size(84, 18);
+          this.mean.TabIndex = 0;
+          this.mean.Text = "mean value";
+          // 
+          // meanLabel
+          // 
+          this.meanLabel.AutoSize = true;
+          this.meanLabel.Location = new System.Drawing.Point(45, 169);
+          this.meanLabel.Margin = new System.Windows.Forms.Padding(4, 0, 4, 0);
+          this.meanLabel.Name = "meanLabel";
+          this.meanLabel.Size = new System.Drawing.Size(44, 18);
+          this.meanLabel.TabIndex = 0;
+          this.meanLabel.Text = "Mean";
+          // 
+          // cdfTabPage
+          // 
+          this.cdfTabPage.Controls.Add(this.CDF_data);
+          this.cdfTabPage.Location = new System.Drawing.Point(4, 26);
+          this.cdfTabPage.Margin = new System.Windows.Forms.Padding(4);
+          this.cdfTabPage.Name = "cdfTabPage";
+          this.cdfTabPage.Padding = new System.Windows.Forms.Padding(4);
+          this.cdfTabPage.Size = new System.Drawing.Size(634, 555);
+          this.cdfTabPage.TabIndex = 2;
+          this.cdfTabPage.Text = "PDF and CDF";
+          this.cdfTabPage.ToolTipText = "Probability Density and Cumulative Distribution Function (and complement) for ran" +
+              "dom variate x";
+          this.cdfTabPage.UseVisualStyleBackColor = true;
+          // 
+          // CDF_data
+          // 
+          this.CDF_data.AccessibleDescription = "PDF, CDF & complement Data Page";
+          this.CDF_data.AccessibleName = "CDF Tab";
+          this.CDF_data.AccessibleRole = System.Windows.Forms.AccessibleRole.PageTab;
+          this.CDF_data.ColumnHeadersHeightSizeMode = System.Windows.Forms.DataGridViewColumnHeadersHeightSizeMode.AutoSize;
+          this.CDF_data.Columns.AddRange(new System.Windows.Forms.DataGridViewColumn[] {
+            this.RandomVariable,
+            this.PDF,
+            this.CDF,
+            this.CCDF});
+          this.CDF_data.Dock = System.Windows.Forms.DockStyle.Fill;
+          this.CDF_data.Location = new System.Drawing.Point(4, 4);
+          this.CDF_data.Margin = new System.Windows.Forms.Padding(4);
+          this.CDF_data.Name = "CDF_data";
+          this.CDF_data.RowTemplate.Height = 24;
+          this.CDF_data.Size = new System.Drawing.Size(626, 547);
+          this.CDF_data.TabIndex = 0;
+          this.CDF_data.CellEndEdit += new System.Windows.Forms.DataGridViewCellEventHandler(this.dataGridView1_CellEndEdit);
+          this.CDF_data.CellContentClick += new System.Windows.Forms.DataGridViewCellEventHandler(this.CDF_data_CellContentClick);
+          // 
+          // RandomVariable
+          // 
+          this.RandomVariable.AutoSizeMode = System.Windows.Forms.DataGridViewAutoSizeColumnMode.Fill;
+          this.RandomVariable.HeaderText = "Random Variable";
+          this.RandomVariable.Name = "RandomVariable";
+          // 
+          // PDF
+          // 
+          this.PDF.AutoSizeMode = System.Windows.Forms.DataGridViewAutoSizeColumnMode.Fill;
+          this.PDF.HeaderText = "PDF";
+          this.PDF.Name = "PDF";
+          this.PDF.ReadOnly = true;
+          // 
+          // CDF
+          // 
+          this.CDF.AutoSizeMode = System.Windows.Forms.DataGridViewAutoSizeColumnMode.Fill;
+          this.CDF.HeaderText = "CDF";
+          this.CDF.Name = "CDF";
+          this.CDF.ReadOnly = true;
+          // 
+          // CCDF
+          // 
+          this.CCDF.AutoSizeMode = System.Windows.Forms.DataGridViewAutoSizeColumnMode.Fill;
+          this.CCDF.HeaderText = "1-CDF";
+          this.CCDF.Name = "CCDF";
+          this.CCDF.ReadOnly = true;
+          // 
+          // QuantileTabPage
+          // 
+          this.QuantileTabPage.Controls.Add(this.QuantileData);
+          this.QuantileTabPage.Location = new System.Drawing.Point(4, 26);
+          this.QuantileTabPage.Margin = new System.Windows.Forms.Padding(4);
+          this.QuantileTabPage.Name = "QuantileTabPage";
+          this.QuantileTabPage.Padding = new System.Windows.Forms.Padding(4);
+          this.QuantileTabPage.Size = new System.Drawing.Size(634, 555);
+          this.QuantileTabPage.TabIndex = 3;
+          this.QuantileTabPage.Text = "Critical Values";
+          this.QuantileTabPage.ToolTipText = "Critical values (quantiles or percentiles of probability 1 - alpha)";
+          this.QuantileTabPage.UseVisualStyleBackColor = true;
+          this.QuantileTabPage.Enter += new System.EventHandler(this.QuantileTab_Enter);
+          // 
+          // QuantileData
+          // 
+          this.QuantileData.ColumnHeadersHeightSizeMode = System.Windows.Forms.DataGridViewColumnHeadersHeightSizeMode.AutoSize;
+          this.QuantileData.Columns.AddRange(new System.Windows.Forms.DataGridViewColumn[] {
+            this.RiskLevel,
+            this.LowerCriticalValue,
+            this.UpperCriticalValue});
+          this.QuantileData.Dock = System.Windows.Forms.DockStyle.Fill;
+          this.QuantileData.Location = new System.Drawing.Point(4, 4);
+          this.QuantileData.Margin = new System.Windows.Forms.Padding(4);
+          this.QuantileData.Name = "QuantileData";
+          this.QuantileData.RowTemplate.Height = 24;
+          this.QuantileData.Size = new System.Drawing.Size(626, 547);
+          this.QuantileData.TabIndex = 0;
+          this.QuantileData.CellEndEdit += new System.Windows.Forms.DataGridViewCellEventHandler(this.QuantileData_CellEndEdit);
+          // 
+          // RiskLevel
+          // 
+          this.RiskLevel.AutoSizeMode = System.Windows.Forms.DataGridViewAutoSizeColumnMode.Fill;
+          this.RiskLevel.HeaderText = "Risk Level (alpha)";
+          this.RiskLevel.Name = "RiskLevel";
+          // 
+          // LowerCriticalValue
+          // 
+          this.LowerCriticalValue.AutoSizeMode = System.Windows.Forms.DataGridViewAutoSizeColumnMode.Fill;
+          this.LowerCriticalValue.HeaderText = "Lower Critical Value";
+          this.LowerCriticalValue.Name = "LowerCriticalValue";
+          this.LowerCriticalValue.ReadOnly = true;
+          // 
+          // UpperCriticalValue
+          // 
+          this.UpperCriticalValue.AutoSizeMode = System.Windows.Forms.DataGridViewAutoSizeColumnMode.Fill;
+          this.UpperCriticalValue.HeaderText = "Upper Critical Value";
+          this.UpperCriticalValue.Name = "UpperCriticalValue";
+          this.UpperCriticalValue.ReadOnly = true;
+          // 
+          // menuStrip1
+          // 
+          this.menuStrip1.BackColor = System.Drawing.SystemColors.Control;
+          this.menuStrip1.Items.AddRange(new System.Windows.Forms.ToolStripItem[] {
+            this.fileToolStripMenuItem,
+            this.editToolStripMenuItem,
+            this.helpToolStripMenuItem});
+          this.menuStrip1.Location = new System.Drawing.Point(0, 0);
+          this.menuStrip1.Name = "menuStrip1";
+          this.menuStrip1.Size = new System.Drawing.Size(642, 26);
+          this.menuStrip1.TabIndex = 1;
+          this.menuStrip1.Text = "menuStrip1";
+          // 
+          // fileToolStripMenuItem
+          // 
+          this.fileToolStripMenuItem.DropDownItems.AddRange(new System.Windows.Forms.ToolStripItem[] {
+            this.newToolStripMenuItem,
+            this.openToolStripMenuItem,
+            this.toolStripSeparator,
+            this.saveToolStripMenuItem,
+            this.toolStripSeparator1,
+            this.printToolStripMenuItem,
+            this.printPreviewToolStripMenuItem,
+            this.toolStripSeparator2,
+            this.exitToolStripMenuItem});
+          this.fileToolStripMenuItem.Name = "fileToolStripMenuItem";
+          this.fileToolStripMenuItem.Size = new System.Drawing.Size(40, 22);
+          this.fileToolStripMenuItem.Text = "&File";
+          // 
+          // newToolStripMenuItem
+          // 
+          this.newToolStripMenuItem.Enabled = false;
+          this.newToolStripMenuItem.Image = ((System.Drawing.Image)(resources.GetObject("newToolStripMenuItem.Image")));
+          this.newToolStripMenuItem.ImageTransparentColor = System.Drawing.Color.Magenta;
+          this.newToolStripMenuItem.Name = "newToolStripMenuItem";
+          this.newToolStripMenuItem.ShortcutKeys = ((System.Windows.Forms.Keys)((System.Windows.Forms.Keys.Control | System.Windows.Forms.Keys.N)));
+          this.newToolStripMenuItem.Size = new System.Drawing.Size(177, 22);
+          this.newToolStripMenuItem.Text = "&New";
+          this.newToolStripMenuItem.ToolTipText = "New is not yet implementd. Enter data into dialog boxes.";
+          this.newToolStripMenuItem.Click += new System.EventHandler(this.newToolStripMenuItem_Click);
+          // 
+          // openToolStripMenuItem
+          // 
+          this.openToolStripMenuItem.Enabled = false;
+          this.openToolStripMenuItem.Image = ((System.Drawing.Image)(resources.GetObject("openToolStripMenuItem.Image")));
+          this.openToolStripMenuItem.ImageTransparentColor = System.Drawing.Color.Magenta;
+          this.openToolStripMenuItem.Name = "openToolStripMenuItem";
+          this.openToolStripMenuItem.ShortcutKeys = ((System.Windows.Forms.Keys)((System.Windows.Forms.Keys.Control | System.Windows.Forms.Keys.O)));
+          this.openToolStripMenuItem.Size = new System.Drawing.Size(177, 22);
+          this.openToolStripMenuItem.Text = "&Open";
+          this.openToolStripMenuItem.ToolTipText = "Open is not yet implementd. Enter data into dialog boxes.";
+          this.openToolStripMenuItem.Click += new System.EventHandler(this.openToolStripMenuItem_Click);
+          // 
+          // toolStripSeparator
+          // 
+          this.toolStripSeparator.Name = "toolStripSeparator";
+          this.toolStripSeparator.Size = new System.Drawing.Size(174, 6);
+          // 
+          // saveToolStripMenuItem
+          // 
+          this.saveToolStripMenuItem.Image = ((System.Drawing.Image)(resources.GetObject("saveToolStripMenuItem.Image")));
+          this.saveToolStripMenuItem.ImageTransparentColor = System.Drawing.Color.Magenta;
+          this.saveToolStripMenuItem.Name = "saveToolStripMenuItem";
+          this.saveToolStripMenuItem.ShortcutKeys = ((System.Windows.Forms.Keys)((System.Windows.Forms.Keys.Control | System.Windows.Forms.Keys.S)));
+          this.saveToolStripMenuItem.Size = new System.Drawing.Size(177, 22);
+          this.saveToolStripMenuItem.Text = "&Save";
+          this.saveToolStripMenuItem.ToolTipText = "Save all values, input and output, to a file.";
+          this.saveToolStripMenuItem.Click += new System.EventHandler(this.saveToolStripMenuItem_Click);
+          // 
+          // toolStripSeparator1
+          // 
+          this.toolStripSeparator1.Name = "toolStripSeparator1";
+          this.toolStripSeparator1.Size = new System.Drawing.Size(174, 6);
+          // 
+          // printToolStripMenuItem
+          // 
+          this.printToolStripMenuItem.Enabled = false;
+          this.printToolStripMenuItem.Image = ((System.Drawing.Image)(resources.GetObject("printToolStripMenuItem.Image")));
+          this.printToolStripMenuItem.ImageTransparentColor = System.Drawing.Color.Magenta;
+          this.printToolStripMenuItem.Name = "printToolStripMenuItem";
+          this.printToolStripMenuItem.ShortcutKeys = ((System.Windows.Forms.Keys)((System.Windows.Forms.Keys.Control | System.Windows.Forms.Keys.P)));
+          this.printToolStripMenuItem.Size = new System.Drawing.Size(177, 22);
+          this.printToolStripMenuItem.Text = "&Print";
+          this.printToolStripMenuItem.ToolTipText = "Printing not yet available.  Output to a file and print that instead.";
+          this.printToolStripMenuItem.Click += new System.EventHandler(this.printToolStripMenuItem_Click);
+          // 
+          // printPreviewToolStripMenuItem
+          // 
+          this.printPreviewToolStripMenuItem.Enabled = false;
+          this.printPreviewToolStripMenuItem.Image = ((System.Drawing.Image)(resources.GetObject("printPreviewToolStripMenuItem.Image")));
+          this.printPreviewToolStripMenuItem.ImageTransparentColor = System.Drawing.Color.Magenta;
+          this.printPreviewToolStripMenuItem.Name = "printPreviewToolStripMenuItem";
+          this.printPreviewToolStripMenuItem.Size = new System.Drawing.Size(177, 22);
+          this.printPreviewToolStripMenuItem.Text = "Print Pre&view";
+          this.printPreviewToolStripMenuItem.ToolTipText = "Printing not yet available.  Output to a file and print that instead.";
+          this.printPreviewToolStripMenuItem.Visible = false;
+          this.printPreviewToolStripMenuItem.Click += new System.EventHandler(this.printPreviewToolStripMenuItem_Click);
+          // 
+          // toolStripSeparator2
+          // 
+          this.toolStripSeparator2.Name = "toolStripSeparator2";
+          this.toolStripSeparator2.Size = new System.Drawing.Size(174, 6);
+          // 
+          // exitToolStripMenuItem
+          // 
+          this.exitToolStripMenuItem.AutoToolTip = true;
+          this.exitToolStripMenuItem.Name = "exitToolStripMenuItem";
+          this.exitToolStripMenuItem.Size = new System.Drawing.Size(177, 22);
+          this.exitToolStripMenuItem.Text = "E&xit";
+          this.exitToolStripMenuItem.Click += new System.EventHandler(this.exitToolStripMenuItem_Click);
+          // 
+          // editToolStripMenuItem
+          // 
+          this.editToolStripMenuItem.DropDownItems.AddRange(new System.Windows.Forms.ToolStripItem[] {
+            this.undoToolStripMenuItem,
+            this.redoToolStripMenuItem,
+            this.toolStripSeparator3,
+            this.cutToolStripMenuItem,
+            this.copyToolStripMenuItem,
+            this.pasteToolStripMenuItem,
+            this.toolStripSeparator4,
+            this.selectAllToolStripMenuItem});
+          this.editToolStripMenuItem.Enabled = false;
+          this.editToolStripMenuItem.Name = "editToolStripMenuItem";
+          this.editToolStripMenuItem.Size = new System.Drawing.Size(43, 22);
+          this.editToolStripMenuItem.Text = "&Edit";
+          this.editToolStripMenuItem.Visible = false;
+          // 
+          // undoToolStripMenuItem
+          // 
+          this.undoToolStripMenuItem.Name = "undoToolStripMenuItem";
+          this.undoToolStripMenuItem.ShortcutKeys = ((System.Windows.Forms.Keys)((System.Windows.Forms.Keys.Control | System.Windows.Forms.Keys.Z)));
+          this.undoToolStripMenuItem.Size = new System.Drawing.Size(176, 22);
+          this.undoToolStripMenuItem.Text = "&Undo";
+          // 
+          // redoToolStripMenuItem
+          // 
+          this.redoToolStripMenuItem.Name = "redoToolStripMenuItem";
+          this.redoToolStripMenuItem.ShortcutKeys = ((System.Windows.Forms.Keys)((System.Windows.Forms.Keys.Control | System.Windows.Forms.Keys.Y)));
+          this.redoToolStripMenuItem.Size = new System.Drawing.Size(176, 22);
+          this.redoToolStripMenuItem.Text = "&Redo";
+          // 
+          // toolStripSeparator3
+          // 
+          this.toolStripSeparator3.Name = "toolStripSeparator3";
+          this.toolStripSeparator3.Size = new System.Drawing.Size(173, 6);
+          // 
+          // cutToolStripMenuItem
+          // 
+          this.cutToolStripMenuItem.Image = ((System.Drawing.Image)(resources.GetObject("cutToolStripMenuItem.Image")));
+          this.cutToolStripMenuItem.ImageTransparentColor = System.Drawing.Color.Magenta;
+          this.cutToolStripMenuItem.Name = "cutToolStripMenuItem";
+          this.cutToolStripMenuItem.ShortcutKeys = ((System.Windows.Forms.Keys)((System.Windows.Forms.Keys.Control | System.Windows.Forms.Keys.X)));
+          this.cutToolStripMenuItem.Size = new System.Drawing.Size(176, 22);
+          this.cutToolStripMenuItem.Text = "Cu&t";
+          // 
+          // copyToolStripMenuItem
+          // 
+          this.copyToolStripMenuItem.Image = ((System.Drawing.Image)(resources.GetObject("copyToolStripMenuItem.Image")));
+          this.copyToolStripMenuItem.ImageTransparentColor = System.Drawing.Color.Magenta;
+          this.copyToolStripMenuItem.Name = "copyToolStripMenuItem";
+          this.copyToolStripMenuItem.ShortcutKeys = ((System.Windows.Forms.Keys)((System.Windows.Forms.Keys.Control | System.Windows.Forms.Keys.C)));
+          this.copyToolStripMenuItem.Size = new System.Drawing.Size(176, 22);
+          this.copyToolStripMenuItem.Text = "&Copy";
+          // 
+          // pasteToolStripMenuItem
+          // 
+          this.pasteToolStripMenuItem.Image = ((System.Drawing.Image)(resources.GetObject("pasteToolStripMenuItem.Image")));
+          this.pasteToolStripMenuItem.ImageTransparentColor = System.Drawing.Color.Magenta;
+          this.pasteToolStripMenuItem.Name = "pasteToolStripMenuItem";
+          this.pasteToolStripMenuItem.ShortcutKeys = ((System.Windows.Forms.Keys)((System.Windows.Forms.Keys.Control | System.Windows.Forms.Keys.V)));
+          this.pasteToolStripMenuItem.Size = new System.Drawing.Size(176, 22);
+          this.pasteToolStripMenuItem.Text = "&Paste";
+          // 
+          // toolStripSeparator4
+          // 
+          this.toolStripSeparator4.Name = "toolStripSeparator4";
+          this.toolStripSeparator4.Size = new System.Drawing.Size(173, 6);
+          // 
+          // selectAllToolStripMenuItem
+          // 
+          this.selectAllToolStripMenuItem.Name = "selectAllToolStripMenuItem";
+          this.selectAllToolStripMenuItem.Size = new System.Drawing.Size(176, 22);
+          this.selectAllToolStripMenuItem.Text = "Select &All";
+          // 
+          // helpToolStripMenuItem
+          // 
+          this.helpToolStripMenuItem.DropDownItems.AddRange(new System.Windows.Forms.ToolStripItem[] {
+            this.contentsToolStripMenuItem,
+            this.toolStripSeparator5,
+            this.aboutToolStripMenuItem});
+          this.helpToolStripMenuItem.Name = "helpToolStripMenuItem";
+          this.helpToolStripMenuItem.Size = new System.Drawing.Size(48, 22);
+          this.helpToolStripMenuItem.Text = "&Help";
+          // 
+          // contentsToolStripMenuItem
+          // 
+          this.contentsToolStripMenuItem.AutoToolTip = true;
+          this.contentsToolStripMenuItem.Name = "contentsToolStripMenuItem";
+          this.contentsToolStripMenuItem.Size = new System.Drawing.Size(149, 22);
+          this.contentsToolStripMenuItem.Text = "&Contents";
+          this.contentsToolStripMenuItem.Click += new System.EventHandler(this.contentsToolStripMenuItem_Click);
+          // 
+          // toolStripSeparator5
+          // 
+          this.toolStripSeparator5.Name = "toolStripSeparator5";
+          this.toolStripSeparator5.Size = new System.Drawing.Size(146, 6);
+          // 
+          // aboutToolStripMenuItem
+          // 
+          this.aboutToolStripMenuItem.Name = "aboutToolStripMenuItem";
+          this.aboutToolStripMenuItem.Size = new System.Drawing.Size(149, 22);
+          this.aboutToolStripMenuItem.Text = "&About...";
+          this.aboutToolStripMenuItem.ToolTipText = "About this program";
+          this.aboutToolStripMenuItem.Click += new System.EventHandler(this.aboutToolStripMenuItem_Click);
+          // 
+          // customizeToolStripMenuItem
+          // 
+          this.customizeToolStripMenuItem.Name = "customizeToolStripMenuItem";
+          this.customizeToolStripMenuItem.Size = new System.Drawing.Size(32, 19);
+          this.customizeToolStripMenuItem.Text = "&Customize";
+          // 
+          // saveFileDialog
+          // 
+          this.saveFileDialog.FileOk += new System.ComponentModel.CancelEventHandler(this.saveFileDialog1_FileOk);
+          // 
+          // DistexForm
+          // 
+          this.AutoScaleDimensions = new System.Drawing.SizeF(8F, 17F);
+          this.AutoScaleMode = System.Windows.Forms.AutoScaleMode.Font;
+          this.BackColor = System.Drawing.SystemColors.ControlLight;
+          this.ClientSize = new System.Drawing.Size(642, 611);
+          this.Controls.Add(this.propertiesTab);
+          this.Controls.Add(this.menuStrip1);
+          this.Font = new System.Drawing.Font("Tahoma", 8.400001F);
+          this.Icon = ((System.Drawing.Icon)(resources.GetObject("$this.Icon")));
+          this.MainMenuStrip = this.menuStrip1;
+          this.Margin = new System.Windows.Forms.Padding(4);
+          this.MaximizeBox = false;
+          this.MinimumSize = new System.Drawing.Size(650, 645);
+          this.Name = "DistexForm";
+          this.StartPosition = System.Windows.Forms.FormStartPosition.CenterScreen;
+          this.Text = "Statistical Distribution Explorer";
+          this.toolTip1.SetToolTip(this, "Statistical Distribution Explorer main form");
+          this.Activated += new System.EventHandler(this.DistexForm_Activated);
+          this.Load += new System.EventHandler(this.Form_Load);
+          this.propertiesTab.ResumeLayout(false);
+          this.DistributionTab.ResumeLayout(false);
+          this.DistributionTab.PerformLayout();
+          this.PropertiesTabPage.ResumeLayout(false);
+          this.PropertiesTabPage.PerformLayout();
+          this.cdfTabPage.ResumeLayout(false);
+          ((System.ComponentModel.ISupportInitialize)(this.CDF_data)).EndInit();
+          this.QuantileTabPage.ResumeLayout(false);
+          ((System.ComponentModel.ISupportInitialize)(this.QuantileData)).EndInit();
+          this.menuStrip1.ResumeLayout(false);
+          this.menuStrip1.PerformLayout();
+          this.ResumeLayout(false);
+          this.PerformLayout();
+
+        }
+
+        #endregion
+
+        private System.Windows.Forms.TabControl propertiesTab;
+        private System.Windows.Forms.TabPage DistributionTab;
+        private System.Windows.Forms.TabPage PropertiesTabPage;
+        private System.Windows.Forms.Label distributionNameLabel;
+        private System.Windows.Forms.Label parameter2Label;
+        private System.Windows.Forms.Label parameter1Label;
+        private System.Windows.Forms.TextBox parameter2;
+        private System.Windows.Forms.TextBox parameter1;
+        private System.Windows.Forms.ComboBox distribution;
+        private System.Windows.Forms.Label standard_deviation;
+        private System.Windows.Forms.Label stddevLabel;
+        private System.Windows.Forms.Label variance;
+        private System.Windows.Forms.Label varianceLabel;
+        private System.Windows.Forms.Label medianLabel;
+        private System.Windows.Forms.Label mode;
+        private System.Windows.Forms.Label mean;
+        private System.Windows.Forms.Label meanLabel;
+        private System.Windows.Forms.TabPage cdfTabPage;
+        private System.Windows.Forms.DataGridView CDF_data;
+        private System.Windows.Forms.DataGridViewTextBoxColumn RandomVariable;
+        private System.Windows.Forms.DataGridViewTextBoxColumn PDF;
+        private System.Windows.Forms.DataGridViewTextBoxColumn CDF;
+        private System.Windows.Forms.DataGridViewTextBoxColumn CCDF;
+        private System.Windows.Forms.TabPage QuantileTabPage;
+        private System.Windows.Forms.DataGridView QuantileData;
+        private System.Windows.Forms.DataGridViewTextBoxColumn RiskLevel;
+        private System.Windows.Forms.DataGridViewTextBoxColumn LowerCriticalValue;
+        private System.Windows.Forms.DataGridViewTextBoxColumn UpperCriticalValue;
+        private System.Windows.Forms.MenuStrip menuStrip1;
+        private System.Windows.Forms.ToolStripMenuItem fileToolStripMenuItem;
+        private System.Windows.Forms.ToolStripMenuItem newToolStripMenuItem;
+        private System.Windows.Forms.ToolStripMenuItem openToolStripMenuItem;
+        private System.Windows.Forms.ToolStripSeparator toolStripSeparator;
+        private System.Windows.Forms.ToolStripMenuItem saveToolStripMenuItem;
+        private System.Windows.Forms.ToolStripSeparator toolStripSeparator1;
+        private System.Windows.Forms.ToolStripMenuItem printToolStripMenuItem;
+        private System.Windows.Forms.ToolStripMenuItem printPreviewToolStripMenuItem;
+        private System.Windows.Forms.ToolStripSeparator toolStripSeparator2;
+        private System.Windows.Forms.ToolStripMenuItem exitToolStripMenuItem;
+        private System.Windows.Forms.ToolStripMenuItem editToolStripMenuItem;
+        private System.Windows.Forms.ToolStripMenuItem undoToolStripMenuItem;
+        private System.Windows.Forms.ToolStripMenuItem redoToolStripMenuItem;
+        private System.Windows.Forms.ToolStripSeparator toolStripSeparator3;
+        private System.Windows.Forms.ToolStripMenuItem cutToolStripMenuItem;
+        private System.Windows.Forms.ToolStripMenuItem copyToolStripMenuItem;
+        private System.Windows.Forms.ToolStripMenuItem pasteToolStripMenuItem;
+        private System.Windows.Forms.ToolStripSeparator toolStripSeparator4;
+        private System.Windows.Forms.ToolStripMenuItem selectAllToolStripMenuItem;
+        private System.Windows.Forms.ToolStripMenuItem customizeToolStripMenuItem;
+        private System.Windows.Forms.ToolStripMenuItem helpToolStripMenuItem;
+      private System.Windows.Forms.ToolStripMenuItem contentsToolStripMenuItem;
+        private System.Windows.Forms.ToolStripSeparator toolStripSeparator5;
+        private System.Windows.Forms.ToolStripMenuItem aboutToolStripMenuItem;
+        private System.Windows.Forms.Label median;
+        private System.Windows.Forms.Label skewness;
+        private System.Windows.Forms.Label skewnessLabel;
+        private System.Windows.Forms.Label kurtosis;
+        private System.Windows.Forms.Label kurtosisLabel;
+        private System.Windows.Forms.Label kurtosis_excess;
+        private System.Windows.Forms.Label kurtosisExcessLabel;
+        private System.Windows.Forms.Label modeLabel;
+        private System.Windows.Forms.ToolTip toolTip1;
+        private System.Windows.Forms.Label CVlabel;
+        private System.Windows.Forms.Label coefficient_of_variation;
+        private System.Windows.Forms.Label parameter3Label;
+        private System.Windows.Forms.TextBox parameter3;
+      private System.Windows.Forms.Label parameterLabel3;
+      private System.Windows.Forms.Label parameterLabel2;
+      private System.Windows.Forms.Label parameterLabel1;
+      private System.Windows.Forms.Label DistributionLabel;
+      private System.Windows.Forms.Label parameter3ValueLabel;
+      private System.Windows.Forms.Label parameter2ValueLabel;
+      private System.Windows.Forms.Label parameter1ValueLabel;
+      private System.Windows.Forms.Label distributionValueLabel;
+      private System.Windows.Forms.SaveFileDialog saveFileDialog;
+      private System.Windows.Forms.Label supportLabel;
+      private System.Windows.Forms.Label rangeGreatestLabel;
+      private System.Windows.Forms.Label rangeLowestLabel;
+      private System.Windows.Forms.Label rangeLabel;
+      private System.Windows.Forms.Label supportUpperLabel;
+      private System.Windows.Forms.Label supportLowerLabel;
+      private System.Windows.Forms.Label toLabel2;
+      private System.Windows.Forms.Label toLabel1;
+    }
+}
+
diff --git a/dot_net_example/distribution_explorer/DistexForm.cs b/dot_net_example/distribution_explorer/DistexForm.cs
new file mode 100644
index 000000000..db612766c
--- /dev/null
+++ b/dot_net_example/distribution_explorer/DistexForm.cs
@@ -0,0 +1,612 @@
+using System;
+using System.Collections.Generic;
+using System.ComponentModel;
+using System.Data;
+using System.Drawing;
+using System.Text;
+using System.Windows.Forms;
+using System.Threading;
+using System.Diagnostics;
+using System.IO;
+using System.Reflection;
+
+namespace distribution_explorer
+{
+  /// 
+  /// Main distribution explorer.
+  /// 
+  public partial class DistexForm : Form
+  {
+
+    EventLog log = new EventLog();
+    /// 
+    /// Main form
+    /// 
+    public DistexForm()
+    {
+      if (!EventLog.SourceExists("EventLogDistex"))
+      {
+        EventLog.CreateEventSource("EventLogDistex", "Application");
+      }
+      log.Source = "EventLogDistex";
+      log.WriteEntry("DistexForm");
+
+      InitializeComponent();
+
+      Application.DoEvents();
+    }
+
+    private void Form_Load(object sender, EventArgs e)
+    { // Load distribution & parameters names, and default values.
+      try
+      {
+        // Create and show splash screen:
+        this.Hide();
+        distexSplash frmSplash = new distexSplash();
+        frmSplash.Show();
+        frmSplash.Update();
+        // Now load our data while the splash is showing:    
+        if (boost_math.any_distribution.size() <= 0)
+        {
+          MessageBox.Show("Problem loading any distributions, size = " + boost_math.any_distribution.size().ToString());
+        }
+        for (int i = 0; i < boost_math.any_distribution.size(); ++i)
+        {
+          distribution.Items.Add(boost_math.any_distribution.distribution_name(i));
+        }
+        distribution.SelectedIndex = 0; // 1st in array, but could be any other.
+        // All parameters are made zero by default, but updated from chosen distribution.
+        parameter1.Text = boost_math.any_distribution.first_param_default(0).ToString();
+        parameter2.Text = boost_math.any_distribution.second_param_default(0).ToString();
+        parameter3.Text = boost_math.any_distribution.third_param_default(0).ToString();
+        //
+        // Sleep and then close splash;
+        Thread.Sleep(3000);
+        frmSplash.Close();
+        this.Visible = true;
+      }
+      catch
+      { //
+        log.WriteEntry("DistexForm_load exception!");
+        MessageBox.Show("Problem loading distributions, size = " + boost_math.any_distribution.size().ToString());
+      }
+    }
+
+    private void distribution_SelectedIndexChanged(object sender, EventArgs e)
+    {
+      int i = distribution.SelectedIndex; // distribution tab.
+      parameter1Label.Text = boost_math.any_distribution.first_param_name(i);
+      parameterLabel1.Text = boost_math.any_distribution.first_param_name(i); // properties tab.
+      parameter2Label.Text = boost_math.any_distribution.second_param_name(i);
+      parameter3Label.Text = boost_math.any_distribution.third_param_name(i);
+      if (boost_math.any_distribution.first_param_name(i).Length.CompareTo(0) != 0)
+      { // Actually all the distributions have at least one parameters,
+        parameter1.Visible = true; // so should always be true.
+        parameterLabel1.Visible = true;
+      }
+      else
+      { // If distribution chosen has no parameter name(s) then hide.
+        parameter1.Visible = false;
+        parameterLabel1.Visible = false;
+      }
+      parameter1.Text = boost_math.any_distribution.first_param_default(i).ToString();
+      // Update parameter default to match distribution.
+      if (boost_math.any_distribution.second_param_name(i).Length.CompareTo(0) != 0)
+      {
+        parameter2.Visible = true;
+        parameterLabel2.Visible = true;
+        parameter2ValueLabel.Visible = true;
+      }
+      else
+      { // hide
+        parameter2.Visible = false;
+        parameterLabel2.Visible = false;
+        parameter2ValueLabel.Visible = false;
+
+      }
+      parameter2.Text = boost_math.any_distribution.second_param_default(i).ToString();
+      if (boost_math.any_distribution.third_param_name(i).Length.CompareTo(0) != 0)
+      {
+        parameter3.Visible = true;
+        parameterLabel3.Visible = true;
+        parameter3ValueLabel.Visible = true;
+      }
+      else
+      { // hide
+        parameter3.Visible = false;
+        parameterLabel3.Visible = false;
+        parameter3ValueLabel.Visible = false;
+      }
+      parameter3.Text = boost_math.any_distribution.third_param_default(i).ToString();
+      // Update tool tips to show total and supported ranges.
+      PropertiesTabPage.ToolTipText = "Shows properties and ranges of chosen distribution.";
+    }
+
+    private boost_math.any_distribution dist;
+
+    private void dataGridView1_CellEndEdit(object sender, DataGridViewCellEventArgs e)
+    { // Display a grid of pdf, cdf... values from user's random variate x value.
+      try
+      {
+        if (e.ColumnIndex == 0)
+        { // Clicked on left-most random variate x column to enter a value.
+          int i = e.RowIndex;
+          string s = CDF_data.Rows[i].Cells[0].Value.ToString();
+          double x = double.Parse(s); // Get value of users random variate x.
+          double pdf = dist.pdf(x); // Compute pdf values from x
+          double cdf = dist.cdf(x); // & cdf
+          double ccdf = dist.ccdf(x); // & complements.
+          CDF_data.Rows[i].Cells[1].Value = pdf; // and display values.
+          CDF_data.Rows[i].Cells[2].Value = cdf;
+          CDF_data.Rows[i].Cells[3].Value = ccdf;
+        }
+      }
+      catch (SystemException se)
+      {
+          MessageBox.Show("Error in random variable value: " + se.Message, "Calculation Error");
+      }
+    }
+
+    private void tabPage2_Enter(object sender, EventArgs e)
+    { // Properties tab shows distribution's mean, mode, median...
+      try
+      { // Show chosen distribution name, and parameter names & values.
+        int i = distribution.SelectedIndex;
+        distributionValueLabel.Text = boost_math.any_distribution.distribution_name(i).ToString();
+        parameterLabel1.Text = boost_math.any_distribution.first_param_name(i).ToString();
+        parameter1ValueLabel.Text = double.Parse(parameter1.Text).ToString();
+        parameterLabel2.Text = boost_math.any_distribution.second_param_name(i).ToString();
+        parameter2ValueLabel.Text = double.Parse(parameter2.Text).ToString();
+        parameterLabel3.Text = boost_math.any_distribution.third_param_name(i).ToString();
+        parameter3ValueLabel.Text = double.Parse(parameter3.Text).ToString();
+
+        // Show computed properties of distribution.
+        try
+        {
+            mean.Text = dist.mean().ToString();
+        }
+        catch
+        {
+            mean.Text = "Undefined.";
+        }
+        try
+        {
+            mode.Text = dist.mode().ToString();
+        }
+        catch
+        {
+            mode.Text = "Undefined.";
+        }
+        try
+        {
+            median.Text = dist.median().ToString();
+        }
+        catch
+        {
+            median.Text = "Undefined.";
+        }
+        try
+        {
+            variance.Text = dist.variance().ToString();
+        }
+        catch
+        {
+            variance.Text = "Undefined.";
+        }
+        try
+        {
+            standard_deviation.Text = dist.standard_deviation().ToString();
+        }
+        catch
+        {
+            standard_deviation.Text = "Undefined.";
+        }
+        try
+        {
+            skewness.Text = dist.skewness().ToString();
+        }
+        catch
+        {
+            skewness.Text = "Undefined.";
+        }
+        try
+        {
+            kurtosis.Text = dist.kurtosis().ToString();
+        }
+        catch
+        {
+            kurtosis.Text = "Undefined.";
+        }
+        try
+        {
+            kurtosis_excess.Text = dist.kurtosis_excess().ToString();
+        }
+        catch
+        {
+            kurtosis_excess.Text = "Undefined.";
+        }
+        try
+        {
+            coefficient_of_variation.Text = dist.coefficient_of_variation().ToString();
+        }
+        catch
+        {
+            coefficient_of_variation.Text = "Undefined.";
+        }
+
+        rangeLowestLabel.Text = dist.lowest().ToString();
+        rangeGreatestLabel.Text = dist.uppermost().ToString();
+        supportLowerLabel.Text = dist.lower().ToString();
+        supportUpperLabel.Text = dist.upper().ToString();
+        cdfTabPage.ToolTipText = "Random variate can range from " + rangeLowestLabel.Text
+          + " to " + rangeGreatestLabel.Text
+          + ",\nbut is said to be supported from " + supportLowerLabel.Text
+          + " to " + supportUpperLabel.Text
+          + "\nWithin this supported range the PDF and CDF have values between 0 and 1,\nbut below " + supportLowerLabel.Text + " both are zero, and above "
+          +  supportUpperLabel.Text + " both are unity";
+      }
+      catch (SystemException se)
+      {
+        MessageBox.Show(se.Message, "Calculation Error!");
+      }
+    }
+
+    private void properties_tab_Deselecting(object sender, TabControlCancelEventArgs e)
+    {
+      try
+      {
+        if (e.TabPageIndex == 0)
+        {   // Update selected distribution object:
+          double x = double.Parse(parameter1.Text);
+          double y = double.Parse(parameter2.Text);
+          double z = double.Parse(parameter3.Text);
+          int i = distribution.SelectedIndex;
+          dist = new boost_math.any_distribution(i, x, y, z);
+          // Clear existing CDF data (has to be a better way?):
+          while (CDF_data.Rows.Count > 1)
+          {
+            CDF_data.Rows.Remove(CDF_data.Rows[0]);
+          }
+          // Clear existing quantile data (has to be a better way?):
+          while (QuantileData.Rows.Count > 1)
+          {
+            QuantileData.Rows.Remove(QuantileData.Rows[0]);
+          }
+        }
+      }
+      catch (SystemException se)
+      {
+          MessageBox.Show(se.Message + 
+              " Please check the distribution's parameters and try again.", "Distribution Error");
+          this.propertiesTab.SelectedIndex = 0;
+          e.Cancel = true;
+      }
+    }
+
+    private void QuantileData_CellEndEdit(object sender, DataGridViewCellEventArgs e)
+    { // aka Risk & critical values tab.
+      try
+      {
+        if (e.ColumnIndex == 0)
+        {
+          int i = e.RowIndex;
+          string s = QuantileData.Rows[i].Cells[0].Value.ToString();
+          double x = double.Parse(s);
+          // Remember x is alpha: 1 - the probability:
+          double lcv = dist.quantile(x);
+          double ucv = dist.quantile_c(x);
+          QuantileData.Rows[i].Cells[1].Value = lcv;
+          QuantileData.Rows[i].Cells[2].Value = ucv;
+        }
+      }
+      catch (SystemException se)
+      {
+        // TODO add some proper handling here!
+        MessageBox.Show("Error in probability value: " + se.Message, "Calculation Error");
+      }
+    }
+
+    private void QuantileTab_Enter(object sender, EventArgs e)
+    { // Evaluate critical values (quantiles) for pre-chosen risk level.
+      // and then, optionally, for other user-provided risk levels.
+      try
+      {
+        if (QuantileData.Rows.Count == 1)
+        {
+          // Add some defaults:
+          QuantileData.Rows.Add(5); // 5 Risk levels.
+          QuantileData.Rows[0].Cells[0].Value = "0.001"; // Risk values as text,
+          QuantileData.Rows[0].Cells[1].Value = dist.quantile(0.001); // & as double.
+          QuantileData.Rows[0].Cells[2].Value = dist.quantile_c(0.001);
+          QuantileData.Rows[1].Cells[0].Value = "0.01";
+          QuantileData.Rows[1].Cells[1].Value = dist.quantile(0.01); // 99% confidence.
+          QuantileData.Rows[1].Cells[2].Value = dist.quantile_c(0.01);
+          QuantileData.Rows[2].Cells[0].Value = "0.05";
+          QuantileData.Rows[2].Cells[1].Value = dist.quantile(0.05);
+          QuantileData.Rows[2].Cells[2].Value = dist.quantile_c(0.05);
+          QuantileData.Rows[3].Cells[0].Value = "0.1";
+          QuantileData.Rows[3].Cells[1].Value = dist.quantile(0.1);
+          QuantileData.Rows[3].Cells[2].Value = dist.quantile_c(0.1);
+          QuantileData.Rows[4].Cells[0].Value = "0.33333333333333333";
+          QuantileData.Rows[4].Cells[1].Value = dist.quantile(0.33333333333333333);
+          QuantileData.Rows[4].Cells[2].Value = dist.quantile_c(0.33333333333333333);
+        }
+      }
+      catch (SystemException se)
+      {
+        // TODO add some proper handling here!
+        MessageBox.Show(se.Message, "Calculation Error");
+      }
+    }
+
+
+    private void properties_tab_SelectedIndexChanged(object sender, EventArgs e)
+    {
+    }
+
+    private void tabPage1_Click(object sender, EventArgs e)
+    {
+    }
+
+    private void CDF_data_CellContentClick(object sender, DataGridViewCellEventArgs e)
+    {
+    }
+
+    distexAboutBox DistexAboutBox = new distexAboutBox();
+
+    private void aboutToolStripMenuItem_Click(object sender, EventArgs e)
+    {
+      DistexAboutBox.ShowDialog();
+    }
+
+    private void DistexForm_Activated(object sender, EventArgs e)
+    {
+    }
+
+    /// get AssemblyDescription
+    public string AssemblyDescription
+    {
+      get
+      {
+        // Get all Description attributes on this assembly
+        object[] attributes = Assembly.GetExecutingAssembly().GetCustomAttributes(typeof(AssemblyDescriptionAttribute), false);
+        // If there aren't any Description attributes, return an empty string
+        if (attributes.Length == 0)
+          return "";
+        // If there is a Description attribute, return its value
+        return ((AssemblyDescriptionAttribute)attributes[0]).Description;
+      }
+    }
+
+    private void saveFileDialog1_FileOk(object sender, CancelEventArgs e)
+    {
+      using (StreamWriter sw = new StreamWriter(this.saveFileDialog.FileName))
+      { // Write distribution info and properties to file.
+        sw.WriteLine( AssemblyDescription);
+        sw.WriteLine("Version " + Assembly.GetExecutingAssembly().GetName().Version.ToString());
+        // Get parameter names (null "" if no parameter).
+        int i = distribution.SelectedIndex;
+        distributionValueLabel.Text = boost_math.any_distribution.distribution_name(i).ToString();
+        sw.WriteLine(distributionValueLabel.Text + " distribution");
+        parameterLabel1.Text = boost_math.any_distribution.first_param_name(i).ToString();
+        parameterLabel2.Text = boost_math.any_distribution.second_param_name(i).ToString();
+        parameterLabel3.Text = boost_math.any_distribution.third_param_name(i).ToString();
+        string separator = "\t "; // , or tab or space?
+        // Write parameter name & value.
+        sw.WriteLine(parameterLabel1.Text + separator + this.parameter1.Text);
+        if (boost_math.any_distribution.second_param_name(i).Length.CompareTo(0) != 0)
+        { // Is a 2nd parameter.
+          sw.WriteLine(parameterLabel2.Text + separator +  this.parameter2.Text);
+        }
+        if (boost_math.any_distribution.third_param_name(i).Length.CompareTo(0) != 0)
+        { // Is a 3rd parameter.
+          sw.WriteLine(parameterLabel3.Text + separator + this.parameter3.Text);
+        }
+        sw.WriteLine();
+        sw.WriteLine("Properties");
+        // Show computed properties of distribution.
+        double x = double.Parse(parameter1.Text);
+        double y = double.Parse(parameter2.Text);
+        double z = double.Parse(parameter3.Text);
+        dist = new boost_math.any_distribution(i, x, y, z);
+        // Note global dist might not have been calculated yet if no of the tabs clicked.
+        try
+        {
+            mean.Text = dist.mean().ToString();
+        }
+        catch
+        {
+            mean.Text = "Undefined";
+        }
+        sw.WriteLine("Mean" + separator + mean.Text);
+        try
+        {
+            mode.Text = dist.mode().ToString();
+        }
+        catch
+        {
+            mode.Text = "Undefined";
+        }
+        sw.WriteLine("mode" + separator + mode.Text);
+        try
+        {
+            median.Text = dist.median().ToString();
+        }
+        catch
+        {
+            median.Text = "Undefined";
+        }
+        sw.WriteLine("Median" + separator + median.Text);
+        try
+        {
+            variance.Text = dist.variance().ToString();
+        }
+        catch
+        {
+            variance.Text = "Undefined";
+        }
+        sw.WriteLine("Variance" + separator + variance.Text);
+        try
+        {
+            standard_deviation.Text = dist.standard_deviation().ToString();
+        }
+        catch
+        {
+            standard_deviation.Text = "Undefined";
+        }
+        sw.WriteLine("Standard Deviation" + separator + standard_deviation.Text);
+        try
+        {
+            skewness.Text = dist.skewness().ToString();
+        }
+        catch
+        {
+            skewness.Text = "Undefined";
+        }
+        sw.WriteLine("Skewness" + separator + skewness.Text);
+        try
+        {
+            coefficient_of_variation.Text = dist.coefficient_of_variation().ToString();
+        }
+        catch
+        {
+            coefficient_of_variation.Text = "Undefined";
+        }
+        sw.WriteLine("Cofficient of variation" + separator + coefficient_of_variation.Text);
+        try
+        {
+            kurtosis.Text = dist.kurtosis().ToString();
+        }
+        catch
+        {
+            kurtosis.Text = "Undefined";
+        }
+        sw.WriteLine("Kurtosis" + separator + kurtosis.Text);
+        try
+        {
+            kurtosis_excess.Text = dist.kurtosis_excess().ToString();
+        }
+        catch
+        {
+            kurtosis_excess.Text = "Undefined";
+        }
+        sw.WriteLine("Kurtosis excess" + separator + kurtosis_excess.Text);
+        sw.WriteLine();
+
+        sw.WriteLine("Range from" + separator + dist.lowest().ToString() + separator +
+        "to" + separator + dist.uppermost().ToString());
+        sw.WriteLine("Support from " + separator + dist.lower().ToString() +separator+
+        "to " + separator + dist.upper().ToString());
+        sw.WriteLine();
+
+        //
+        sw.WriteLine("Quantiles");
+        if (QuantileData.Rows.Count == 1)
+        { // Add some defaults:
+          QuantileData.Rows.Add(5); // 5 Risk levels.
+          QuantileData.Rows[0].Cells[0].Value = "0.001"; // Risk values as text,
+          QuantileData.Rows[0].Cells[1].Value = dist.quantile(0.001); // & as double.
+          QuantileData.Rows[0].Cells[2].Value = dist.quantile_c(0.001);
+          QuantileData.Rows[1].Cells[0].Value = "0.01";
+          QuantileData.Rows[1].Cells[1].Value = dist.quantile(0.01); // 99% confidence.
+          QuantileData.Rows[1].Cells[2].Value = dist.quantile_c(0.01);
+          QuantileData.Rows[2].Cells[0].Value = "0.05";
+          QuantileData.Rows[2].Cells[1].Value = dist.quantile(0.05);
+          QuantileData.Rows[2].Cells[2].Value = dist.quantile_c(0.05);
+          QuantileData.Rows[3].Cells[0].Value = "0.1";
+          QuantileData.Rows[3].Cells[1].Value = dist.quantile(0.1);
+          QuantileData.Rows[3].Cells[2].Value = dist.quantile_c(0.1);
+          QuantileData.Rows[4].Cells[0].Value = "0.33333333333333333";
+          QuantileData.Rows[4].Cells[1].Value = dist.quantile(0.33333333333333333);
+          QuantileData.Rows[4].Cells[2].Value = dist.quantile_c(0.33333333333333333);
+        }
+        // else have already been calculated by entering the quantile tab.
+        for (int r = 0; r < QuantileData.Rows.Count-1; r++)
+        { // Show all the rows of quantiles, including any optional user values.
+          sw.WriteLine(QuantileData.Rows[r].Cells[0].Value.ToString() + separator +
+            QuantileData.Rows[r].Cells[1].Value.ToString() + separator +
+            QuantileData.Rows[r].Cells[2].Value.ToString());
+        }
+        sw.WriteLine();
+        sw.WriteLine("PDF, CDF & complement(s)");
+        for (int r = 0; r < CDF_data.Rows.Count-1; r++)
+        { // Show all the rows of pdf, cdf, including any optional user values.
+          sw.WriteLine(CDF_data.Rows[r].Cells[0].Value.ToString() + separator + // x value.
+            CDF_data.Rows[r].Cells[1].Value.ToString() + separator + // pdf
+            CDF_data.Rows[r].Cells[2].Value.ToString() + separator + // cdf
+            CDF_data.Rows[r].Cells[3].Value.ToString());// cdf complement.
+        }
+        sw.WriteLine();
+    }
+
+    } // saveFileDialog1_FileOk
+
+    private void saveToolStripMenuItem_Click(object sender, EventArgs e)
+    {
+      this.saveFileDialog.ShowDialog();
+    }
+
+    private void saveAsToolStripMenuItem_Click(object sender, EventArgs e)
+    { // Same as Save.
+      this.saveFileDialog.ShowDialog();
+    }
+
+    private void contentsToolStripMenuItem_Click(object sender, EventArgs e)
+    { // In lieu of proper help.
+      string helpText = "\n" + AssemblyDescription +
+      "Version " + Assembly.GetExecutingAssembly().GetName().Version.ToString() +
+      "\nA Windows utility to show the properties of distributions" +
+      "\n and permits calculation of probability density (or mass) function (PDF)" +
+      "\nand cumulative distribution function (CDF) and complement from values provided." +
+      "\nQuantiles are also calculated for typical risk (alpha) probabilities" +
+      "\nand for probabilities provided by the user." +
+      "\n" +
+      "\nResults can be saved to text files using Save or SaveAs." +
+      "\nAll the values on the four tabs are output to the file chosen," +
+      "\nand are tab separated to assist input to other programs," +
+       "\nfor example, spreadsheets or text editors." +
+      "\nNote: when importing to Excel only 10 decimal digits are shown by default:" +
+      "\nit is necessary to format all cells to display the full 15 decimal digits," +
+      "\nalthough not all computed values will be as accurate as this.\n" +
+      "\nValues shown as NaN cannot be calculated from the value given," +
+      "\nmost commonly because the value is outside the range for the distribution." +
+      "n" +
+      "\nFor more information, including downloads see " +
+      "\nhttp://boost-consulting.com/vault/index.php?action=downloadfile&filename=math_toolkit.html&directory=Math%20-%20Numerics&" +
+      "\n(Note that .NET framework 2.0 and VCredist are requirements for this program.)" +
+      "\n\nCopyright John Maddock & Paul A. Bristow 2007";
+
+      MessageBox.Show("Statistical Distribution Explorer\n" + helpText);
+    }
+
+    private void newToolStripMenuItem_Click(object sender, EventArgs e)
+    {
+      MessageBox.Show("New is not yet implemented.");
+    }
+
+    private void openToolStripMenuItem_Click(object sender, EventArgs e)
+    {
+      MessageBox.Show("Open is not yet implemented.");
+    }
+
+    private void printToolStripMenuItem_Click(object sender, EventArgs e)
+    {
+      MessageBox.Show("Print is not yet implemented." +
+        "\nSave all values to a text file and print that file.");
+    }
+
+    private void printPreviewToolStripMenuItem_Click(object sender, EventArgs e)
+    {
+      MessageBox.Show("Print Preview is not yet implemented." +
+        "\nSave all values to a text file and print that file.");
+    }
+
+
+
+
+    private void exitToolStripMenuItem_Click(object sender, EventArgs e)
+    { // exit DistexForm
+        this.Close();
+    }
+  } // class DistexForm
+} // namespace distribution_explorer
\ No newline at end of file
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new file mode 100644
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+        regHTvjvLQ3rR38AAAAASUVORK5CYII=
+
+  
+  
+    17, 17
+  
+  
+    
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+        AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAgAAAgAAAAICAAIAAAACAAIAAgIAAAICAgADAwMAAAAD/AAD/
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+        iIiIgAAAAH//j/j39wAAf/+P+PdwAAB3d3d3dwAAwAEAAMABAADAAQAAwAEAAMABAADAAQAAwAEAAMAB
+        AADAAQAAwAEAAMABAADAAQAAwAEAAMADAADABwAAwA8AACgAAAAgAAAAQAAAAAEABAAAAAAAAAIAAAAA
+        AAAAAAAAEAAAABAAAAAAAAAAAACAAACAAAAAgIAAgAAAAIAAgACAgAAAgICAAMDAwAAAAP8AAP8AAAD/
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+        u7u7u7u7u7u7u7u7u7u7u7u0RERES7u7u7u7u7u7u7u7u7u7u7u7u7u7u7u7u0RLu7u0RLu7u7u7u7u7
+        u7u0u7S7u0u7u7u7u7u7u7u7RLtES7RLu7u7u7u7u7u7u7S7tLu7S7u7u7u7u7u7u7u7u7u7u7u7u7u7
+        u7u7u7u0REREREREREu7u7u7u7u7u7u7u7u7u7u7u7u7u0RLu7u7u7u0RLu7u7u7u7u0u7S7u7u7u0u7
+        u7u7u7u7RLtES7u7u7RLu7u7u7u7u7S7tLu7u7u7S7u7u7u7u7u7u7u7u7u7u7u7u7u0RLu7RERERERE
+        RERERERLu0u7u7u7u7u7u7u7u7u7u7tLu0u7u7u7u0RLu7u7u7u7S7REu7u7u7u0u7u7u7u7tEu7S7u7
+        u7u7RLu7u7u7u7tLu7u7u7u7u7S7u7u7u7u7u7u7u7u7u7u7u7u7u7u7tERERERERERERERERERES7u7
+        u7u7u7u7u7u7u7u7u7u7u7u7u7u7REu7u7u7u7u7u7u7u7u7u7S7u7u7u7u7u7u7u7u7u7u0u7u7u7u7
+        u7u7u7u7u7u7tLu7u7u7u7u7u7u7u7u7u0S7u7u7u7u7u7u7u7u7u7u0u7u7u7u7u7sAAAAAAAAAAAAA
+        AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
+        AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA==
+
+  
+
\ No newline at end of file
diff --git a/dot_net_example/distribution_explorer/DistexSplash.Designer.cs b/dot_net_example/distribution_explorer/DistexSplash.Designer.cs
new file mode 100644
index 000000000..f4efdc296
--- /dev/null
+++ b/dot_net_example/distribution_explorer/DistexSplash.Designer.cs
@@ -0,0 +1,139 @@
+namespace distribution_explorer
+{
+    partial class distexSplash
+    {
+        /// 
+        /// Required designer variable.
+        /// 
+        private System.ComponentModel.IContainer components = null;
+
+        /// 
+        /// Clean up any resources being used.
+        /// 
+        /// true if managed resources should be disposed; otherwise, false.
+        protected override void Dispose(bool disposing)
+        {
+            if (disposing && (components != null))
+            {
+                components.Dispose();
+            }
+            base.Dispose(disposing);
+        }
+
+        #region Windows Form Designer generated code
+
+        /// 
+        /// Required method for Designer support - do not modify
+        /// the contents of this method with the code editor.
+        /// 
+        private void InitializeComponent()
+        {
+            System.ComponentModel.ComponentResourceManager resources = new System.ComponentModel.ComponentResourceManager(typeof(distexSplash));
+            this.labelApplicationTitle = new System.Windows.Forms.Label();
+            this.labelApplicationVersion = new System.Windows.Forms.Label();
+            this.labelApplicationCopyright = new System.Windows.Forms.Label();
+            this.labelApplicationDescription = new System.Windows.Forms.Label();
+            this.pictureBox1 = new System.Windows.Forms.PictureBox();
+            this.groupBox1 = new System.Windows.Forms.GroupBox();
+            ((System.ComponentModel.ISupportInitialize)(this.pictureBox1)).BeginInit();
+            this.SuspendLayout();
+            // 
+            // labelApplicationTitle
+            // 
+            this.labelApplicationTitle.BackColor = System.Drawing.SystemColors.Control;
+            this.labelApplicationTitle.Font = new System.Drawing.Font("Microsoft Sans Serif", 24F);
+            this.labelApplicationTitle.ForeColor = System.Drawing.Color.Black;
+            this.labelApplicationTitle.Location = new System.Drawing.Point(331, 27);
+            this.labelApplicationTitle.Name = "labelApplicationTitle";
+            this.labelApplicationTitle.Size = new System.Drawing.Size(313, 133);
+            this.labelApplicationTitle.TabIndex = 0;
+            this.labelApplicationTitle.Text = "labelApplicationTitle";
+            this.labelApplicationTitle.TextAlign = System.Drawing.ContentAlignment.TopCenter;
+            // 
+            // labelApplicationVersion
+            // 
+            this.labelApplicationVersion.BackColor = System.Drawing.SystemColors.Control;
+            this.labelApplicationVersion.Font = new System.Drawing.Font("Microsoft Sans Serif", 12F, System.Drawing.FontStyle.Regular, System.Drawing.GraphicsUnit.Point, ((byte)(0)));
+            this.labelApplicationVersion.ForeColor = System.Drawing.SystemColors.ActiveCaption;
+            this.labelApplicationVersion.Location = new System.Drawing.Point(315, 184);
+            this.labelApplicationVersion.Name = "labelApplicationVersion";
+            this.labelApplicationVersion.Size = new System.Drawing.Size(320, 20);
+            this.labelApplicationVersion.TabIndex = 1;
+            this.labelApplicationVersion.Text = "labelApplicationVersion";
+            this.labelApplicationVersion.TextAlign = System.Drawing.ContentAlignment.MiddleRight;
+            this.labelApplicationVersion.Click += new System.EventHandler(this.labelApplicationVersion_Click);
+            // 
+            // labelApplicationCopyright
+            // 
+            this.labelApplicationCopyright.BackColor = System.Drawing.SystemColors.Control;
+            this.labelApplicationCopyright.Font = new System.Drawing.Font("Microsoft Sans Serif", 12F);
+            this.labelApplicationCopyright.ForeColor = System.Drawing.SystemColors.ActiveCaption;
+            this.labelApplicationCopyright.Location = new System.Drawing.Point(72, 214);
+            this.labelApplicationCopyright.Name = "labelApplicationCopyright";
+            this.labelApplicationCopyright.Size = new System.Drawing.Size(563, 20);
+            this.labelApplicationCopyright.TabIndex = 2;
+            this.labelApplicationCopyright.Text = "labelApplicationCopyright";
+            this.labelApplicationCopyright.TextAlign = System.Drawing.ContentAlignment.MiddleRight;
+            // 
+            // labelApplicationDescription
+            // 
+            this.labelApplicationDescription.Font = new System.Drawing.Font("Microsoft Sans Serif", 12F);
+            this.labelApplicationDescription.ForeColor = System.Drawing.SystemColors.ActiveCaption;
+            this.labelApplicationDescription.Location = new System.Drawing.Point(27, 234);
+            this.labelApplicationDescription.Name = "labelApplicationDescription";
+            this.labelApplicationDescription.Size = new System.Drawing.Size(608, 29);
+            this.labelApplicationDescription.TabIndex = 3;
+            this.labelApplicationDescription.Text = "labelApplicationDescription";
+            this.labelApplicationDescription.TextAlign = System.Drawing.ContentAlignment.MiddleRight;
+            // 
+            // pictureBox1
+            // 
+            this.pictureBox1.Image = ((System.Drawing.Image)(resources.GetObject("pictureBox1.Image")));
+            this.pictureBox1.Location = new System.Drawing.Point(27, 27);
+            this.pictureBox1.Name = "pictureBox1";
+            this.pictureBox1.Size = new System.Drawing.Size(282, 92);
+            this.pictureBox1.TabIndex = 4;
+            this.pictureBox1.TabStop = false;
+            // 
+            // groupBox1
+            // 
+            this.groupBox1.Location = new System.Drawing.Point(13, 12);
+            this.groupBox1.Name = "groupBox1";
+            this.groupBox1.Size = new System.Drawing.Size(644, 254);
+            this.groupBox1.TabIndex = 5;
+            this.groupBox1.TabStop = false;
+            // 
+            // distexSplash
+            // 
+            this.AutoScaleDimensions = new System.Drawing.SizeF(7F, 14F);
+            this.AutoScaleMode = System.Windows.Forms.AutoScaleMode.Font;
+            this.BackColor = System.Drawing.SystemColors.Control;
+            this.ClientSize = new System.Drawing.Size(669, 276);
+            this.Controls.Add(this.pictureBox1);
+            this.Controls.Add(this.labelApplicationDescription);
+            this.Controls.Add(this.labelApplicationCopyright);
+            this.Controls.Add(this.labelApplicationVersion);
+            this.Controls.Add(this.labelApplicationTitle);
+            this.Controls.Add(this.groupBox1);
+            this.Font = new System.Drawing.Font("Tahoma", 9F, System.Drawing.FontStyle.Regular, System.Drawing.GraphicsUnit.Point, ((byte)(0)));
+            this.FormBorderStyle = System.Windows.Forms.FormBorderStyle.None;
+            this.Icon = ((System.Drawing.Icon)(resources.GetObject("$this.Icon")));
+            this.Name = "distexSplash";
+            this.ShowInTaskbar = false;
+            this.StartPosition = System.Windows.Forms.FormStartPosition.CenterScreen;
+            this.Text = "Statistical Distribution Explorer";
+            ((System.ComponentModel.ISupportInitialize)(this.pictureBox1)).EndInit();
+            this.ResumeLayout(false);
+
+        }
+
+        #endregion
+
+        private System.Windows.Forms.Label labelApplicationTitle;
+        private System.Windows.Forms.Label labelApplicationVersion;
+      private System.Windows.Forms.Label labelApplicationCopyright;
+      private System.Windows.Forms.Label labelApplicationDescription;
+        private System.Windows.Forms.PictureBox pictureBox1;
+        private System.Windows.Forms.GroupBox groupBox1;
+    }
+}
\ No newline at end of file
diff --git a/dot_net_example/distribution_explorer/DistexSplash.cs b/dot_net_example/distribution_explorer/DistexSplash.cs
new file mode 100644
index 000000000..9aa070845
--- /dev/null
+++ b/dot_net_example/distribution_explorer/DistexSplash.cs
@@ -0,0 +1,126 @@
+using System;
+using System.Collections.Generic;
+using System.ComponentModel;
+using System.Data;
+using System.Drawing;
+using System.Text;
+using System.Windows.Forms;
+using System.Reflection;
+
+namespace distribution_explorer
+{   /// namespace distribution_explorer
+    public partial class distexSplash : Form
+    {  /// Splash
+        public distexSplash()
+        { 
+            InitializeComponent();
+            this.labelApplicationTitle.Text = AssemblyTitle;
+            this.labelApplicationDescription.Text = AssemblyDescription;
+            this.labelApplicationCopyright.Text = AssemblyCopyright;
+            this.labelApplicationVersion.Text = "Version " + AssemblyVersion;
+        }
+
+       #region Assembly Attribute Accessors
+        /// get AssemblyTitle
+        public string AssemblyTitle
+        { 
+            get
+            {
+                // Get all Title attributes on this assembly
+                object[] attributes = Assembly.GetExecutingAssembly().GetCustomAttributes(typeof(AssemblyTitleAttribute), false);
+                // If there is at least one Title attribute
+                if (attributes.Length > 0)
+                {
+                    // Select the first one
+                    AssemblyTitleAttribute titleAttribute = (AssemblyTitleAttribute)attributes[0];
+                    // If it is not an empty string, return it
+                    if (titleAttribute.Title != "")
+                        return titleAttribute.Title;
+                }
+                // If there was no Title attribute, or if the Title attribute was the empty string, return the .exe name
+                return System.IO.Path.GetFileNameWithoutExtension(Assembly.GetExecutingAssembly().CodeBase);
+            }
+        }
+        /// get AssemblyVersion
+        public string AssemblyVersion
+        {
+            get
+            {
+                return Assembly.GetExecutingAssembly().GetName().Version.ToString();
+            }
+        }
+
+        //public string AssemblyGuid
+        //{ // error CS0117: 'System.Reflection.AssemblyName' does not contain a definition for 'Guid'
+        //    get
+        //    {
+        //        return Assembly.GetExecutingAssembly().GetName().Guid.ToString();
+        //    }
+        //}
+      /// get AssemblyDescription
+        public string AssemblyDescription
+        {
+            get
+            {
+                // Get all Description attributes on this assembly
+                object[] attributes = Assembly.GetExecutingAssembly().GetCustomAttributes(typeof(AssemblyDescriptionAttribute), false);
+                // If there aren't any Description attributes, return an empty string
+                if (attributes.Length == 0)
+                    return "";
+                // If there is a Description attribute, return its value
+                return ((AssemblyDescriptionAttribute)attributes[0]).Description;
+            }
+        }
+        /// get AssemblyProduct
+        public string AssemblyProduct
+        {
+            get
+            {
+                // Get all Product attributes on this assembly
+                object[] attributes = Assembly.GetExecutingAssembly().GetCustomAttributes(typeof(AssemblyProductAttribute), false);
+                // If there aren't any Product attributes, return an empty string
+                if (attributes.Length == 0)
+                    return "";
+                // If there is a Product attribute, return its value
+                return ((AssemblyProductAttribute)attributes[0]).Product;
+            }
+        }
+        /// get AssemblyCopyright
+        public string AssemblyCopyright
+        {
+            get
+            {
+                // Get all Copyright attributes on this assembly
+                object[] attributes = Assembly.GetExecutingAssembly().GetCustomAttributes(typeof(AssemblyCopyrightAttribute), false);
+                // If there aren't any Copyright attributes, return an empty string
+                if (attributes.Length == 0)
+                    return "";
+                // If there is a Copyright attribute, return its value
+                return ((AssemblyCopyrightAttribute)attributes[0]).Copyright;
+            }
+        }
+        /// get AssemblyCompany
+        public string AssemblyCompany
+        {
+            get
+            {
+                // Get all Company attributes on this assembly
+                object[] attributes = Assembly.GetExecutingAssembly().GetCustomAttributes(typeof(AssemblyCompanyAttribute), false);
+                // If there aren't any Company attributes, return an empty string
+                if (attributes.Length == 0)
+                    return "";
+                // If there is a Company attribute, return its value
+                return ((AssemblyCompanyAttribute)attributes[0]).Company;
+            }
+        }
+        #endregion
+
+      private void labelApplicationVersion_Click(object sender, EventArgs e)
+      {
+
+      }
+    }
+}
+
+
+
diff --git a/dot_net_example/distribution_explorer/DistexSplash.resx b/dot_net_example/distribution_explorer/DistexSplash.resx
new file mode 100644
index 000000000..ea5a47cc6
--- /dev/null
+++ b/dot_net_example/distribution_explorer/DistexSplash.resx
@@ -0,0 +1,385 @@
+
+
+  
+  
+    
+    
+      
+        
+          
+            
+              
+                
+              
+              
+              
+              
+              
+            
+          
+          
+            
+              
+              
+            
+          
+          
+            
+              
+                
+                
+              
+              
+              
+              
+              
+            
+          
+          
+            
+              
+                
+              
+              
+            
+          
+        
+      
+    
+  
+  
+    text/microsoft-resx
+  
+  
+    2.0
+  
+  
+    System.Resources.ResXResourceReader, System.Windows.Forms, Version=2.0.0.0, Culture=neutral, PublicKeyToken=b77a5c561934e089
+  
+  
+    System.Resources.ResXResourceWriter, System.Windows.Forms, Version=2.0.0.0, Culture=neutral, PublicKeyToken=b77a5c561934e089
+  
+  
+  
+    
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+
+  
+  
+    
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+        AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
+        AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA==
+
+  
+
\ No newline at end of file
diff --git a/dot_net_example/distribution_explorer/IconToolkit.ico b/dot_net_example/distribution_explorer/IconToolkit.ico
new file mode 100644
index 000000000..bfd8035cc
Binary files /dev/null and b/dot_net_example/distribution_explorer/IconToolkit.ico differ
diff --git a/dot_net_example/distribution_explorer/Program.cs b/dot_net_example/distribution_explorer/Program.cs
new file mode 100644
index 000000000..3a44ac763
--- /dev/null
+++ b/dot_net_example/distribution_explorer/Program.cs
@@ -0,0 +1,20 @@
+using System;
+using System.Collections.Generic;
+using System.Windows.Forms;
+
+namespace distribution_explorer
+{
+    static class Program
+    {
+        /// 
+        /// The main entry point for the application.
+        /// 
+        [STAThread]
+        static void Main()
+        {
+            Application.EnableVisualStyles();
+            Application.SetCompatibleTextRenderingDefault(false);
+            Application.Run(new DistexForm());
+        }
+    }
+}
\ No newline at end of file
diff --git a/dot_net_example/distribution_explorer/Properties/AssemblyInfo.cs b/dot_net_example/distribution_explorer/Properties/AssemblyInfo.cs
new file mode 100644
index 000000000..2ba3aacae
--- /dev/null
+++ b/dot_net_example/distribution_explorer/Properties/AssemblyInfo.cs
@@ -0,0 +1,33 @@
+using System.Reflection;
+using System.Runtime.CompilerServices;
+using System.Runtime.InteropServices;
+
+// General Information about an assembly is controlled through the following 
+// set of attributes. Change these attribute values to modify the information
+// associated with an assembly.
+[assembly: AssemblyTitle("Statistical Distribution Explorer")]
+[assembly: AssemblyDescription("Shows distribution properties, PDF, CDF, complement and quantile.")]
+[assembly: AssemblyConfiguration("")]
+[assembly: AssemblyCompany("hetp")]
+[assembly: AssemblyProduct("Distribution Explorer")]
+[assembly: AssemblyCopyright("Copyright © John Maddock 2007, Paul A. Bristow 2007")]
+[assembly: AssemblyTrademark("")]
+[assembly: AssemblyCulture("")]
+
+// Setting ComVisible to false makes the types in this assembly not visible 
+// to COM components.  If you need to access a type in this assembly from 
+// COM, set the ComVisible attribute to true on that type.
+[assembly: ComVisible(false)]
+
+// The following GUID is for the ID of the typelib if this project is exposed to COM
+[assembly: Guid("a8cd54bd-81b1-4bd3-be18-2cd56fffa1f1")]
+
+// Version information for an assembly consists of the following four values:
+//
+//      Major Version
+//      Minor Version 
+//      Build Number
+//      Revision
+//
+[assembly: AssemblyVersion("1.0.0.5")]
+[assembly: AssemblyFileVersion("1.0.0.0")]
diff --git a/dot_net_example/distribution_explorer/Properties/Resources.Designer.cs b/dot_net_example/distribution_explorer/Properties/Resources.Designer.cs
new file mode 100644
index 000000000..8bbeeef18
--- /dev/null
+++ b/dot_net_example/distribution_explorer/Properties/Resources.Designer.cs
@@ -0,0 +1,70 @@
+//------------------------------------------------------------------------------
+// 
+//     This code was generated by a tool.
+//     Runtime Version:2.0.50727.42
+//
+//     Changes to this file may cause incorrect behavior and will be lost if
+//     the code is regenerated.
+// 
+//------------------------------------------------------------------------------
+
+namespace distribution_explorer.Properties {
+    using System;
+    
+    
+    /// 
+    ///   A strongly-typed resource class, for looking up localized strings, etc.
+    /// 
+    // This class was auto-generated by the StronglyTypedResourceBuilder
+    // class via a tool like ResGen or Visual Studio.
+    // To add or remove a member, edit your .ResX file then rerun ResGen
+    // with the /str option, or rebuild your VS project.
+    [global::System.CodeDom.Compiler.GeneratedCodeAttribute("System.Resources.Tools.StronglyTypedResourceBuilder", "2.0.0.0")]
+    [global::System.Diagnostics.DebuggerNonUserCodeAttribute()]
+    [global::System.Runtime.CompilerServices.CompilerGeneratedAttribute()]
+    internal class Resources {
+        
+        private static global::System.Resources.ResourceManager resourceMan;
+        
+        private static global::System.Globalization.CultureInfo resourceCulture;
+        
+        [global::System.Diagnostics.CodeAnalysis.SuppressMessageAttribute("Microsoft.Performance", "CA1811:AvoidUncalledPrivateCode")]
+        internal Resources() {
+        }
+        
+        /// 
+        ///   Returns the cached ResourceManager instance used by this class.
+        /// 
+        [global::System.ComponentModel.EditorBrowsableAttribute(global::System.ComponentModel.EditorBrowsableState.Advanced)]
+        internal static global::System.Resources.ResourceManager ResourceManager {
+            get {
+                if (object.ReferenceEquals(resourceMan, null)) {
+                    global::System.Resources.ResourceManager temp = new global::System.Resources.ResourceManager("distribution_explorer.Properties.Resources", typeof(Resources).Assembly);
+                    resourceMan = temp;
+                }
+                return resourceMan;
+            }
+        }
+        
+        /// 
+        ///   Overrides the current thread's CurrentUICulture property for all
+        ///   resource lookups using this strongly typed resource class.
+        /// 
+        [global::System.ComponentModel.EditorBrowsableAttribute(global::System.ComponentModel.EditorBrowsableState.Advanced)]
+        internal static global::System.Globalization.CultureInfo Culture {
+            get {
+                return resourceCulture;
+            }
+            set {
+                resourceCulture = value;
+            }
+        }
+        
+        internal static System.Drawing.Bitmap ToolkitLogo {
+            get {
+                object obj = ResourceManager.GetObject("ToolkitLogo", resourceCulture);
+                return ((System.Drawing.Bitmap)(obj));
+            }
+        }
+    }
+}
diff --git a/dot_net_example/distribution_explorer/Properties/Resources.resx b/dot_net_example/distribution_explorer/Properties/Resources.resx
new file mode 100644
index 000000000..0eba41ff7
--- /dev/null
+++ b/dot_net_example/distribution_explorer/Properties/Resources.resx
@@ -0,0 +1,124 @@
+
+
+  
+  
+    
+    
+      
+        
+          
+            
+              
+                
+              
+              
+              
+              
+              
+            
+          
+          
+            
+              
+              
+            
+          
+          
+            
+              
+                
+                
+              
+              
+              
+              
+              
+            
+          
+          
+            
+              
+                
+              
+              
+            
+          
+        
+      
+    
+  
+  
+    text/microsoft-resx
+  
+  
+    2.0
+  
+  
+    System.Resources.ResXResourceReader, System.Windows.Forms, Version=2.0.0.0, Culture=neutral, PublicKeyToken=b77a5c561934e089
+  
+  
+    System.Resources.ResXResourceWriter, System.Windows.Forms, Version=2.0.0.0, Culture=neutral, PublicKeyToken=b77a5c561934e089
+  
+  
+  
+    ..\ToolkitLogo.bmp;System.Drawing.Bitmap, System.Drawing, Version=2.0.0.0, Culture=neutral, PublicKeyToken=b03f5f7f11d50a3a
+  
+
\ No newline at end of file
diff --git a/dot_net_example/distribution_explorer/Properties/Settings.Designer.cs b/dot_net_example/distribution_explorer/Properties/Settings.Designer.cs
new file mode 100644
index 000000000..597a06e5e
--- /dev/null
+++ b/dot_net_example/distribution_explorer/Properties/Settings.Designer.cs
@@ -0,0 +1,26 @@
+//------------------------------------------------------------------------------
+// 
+//     This code was generated by a tool.
+//     Runtime Version:2.0.50727.42
+//
+//     Changes to this file may cause incorrect behavior and will be lost if
+//     the code is regenerated.
+// 
+//------------------------------------------------------------------------------
+
+namespace distribution_explorer.Properties {
+    
+    
+    [global::System.Runtime.CompilerServices.CompilerGeneratedAttribute()]
+    [global::System.CodeDom.Compiler.GeneratedCodeAttribute("Microsoft.VisualStudio.Editors.SettingsDesigner.SettingsSingleFileGenerator", "8.0.0.0")]
+    internal sealed partial class Settings : global::System.Configuration.ApplicationSettingsBase {
+        
+        private static Settings defaultInstance = ((Settings)(global::System.Configuration.ApplicationSettingsBase.Synchronized(new Settings())));
+        
+        public static Settings Default {
+            get {
+                return defaultInstance;
+            }
+        }
+    }
+}
diff --git a/dot_net_example/distribution_explorer/Properties/Settings.settings b/dot_net_example/distribution_explorer/Properties/Settings.settings
new file mode 100644
index 000000000..39645652a
--- /dev/null
+++ b/dot_net_example/distribution_explorer/Properties/Settings.settings
@@ -0,0 +1,7 @@
+
+
+  
+    
+  
+  
+
diff --git a/dot_net_example/distribution_explorer/Properties/app.manifest b/dot_net_example/distribution_explorer/Properties/app.manifest
new file mode 100644
index 000000000..a78d4c9ae
--- /dev/null
+++ b/dot_net_example/distribution_explorer/Properties/app.manifest
@@ -0,0 +1,11 @@
+
+
+  
+    
+      
+        
+        
+      
+    
+  
+
\ No newline at end of file
diff --git a/dot_net_example/distribution_explorer/Settings.cs b/dot_net_example/distribution_explorer/Settings.cs
new file mode 100644
index 000000000..d5d2b0732
--- /dev/null
+++ b/dot_net_example/distribution_explorer/Settings.cs
@@ -0,0 +1,28 @@
+namespace distribution_explorer.Properties {
+    
+    
+    // This class allows you to handle specific events on the settings class:
+    //  The SettingChanging event is raised before a setting's value is changed.
+    //  The PropertyChanged event is raised after a setting's value is changed.
+    //  The SettingsLoaded event is raised after the setting values are loaded.
+    //  The SettingsSaving event is raised before the setting values are saved.
+    internal sealed partial class Settings {
+        
+        public Settings() {
+            // // To add event handlers for saving and changing settings, uncomment the lines below:
+            //
+            // this.SettingChanging += this.SettingChangingEventHandler;
+            //
+            // this.SettingsSaving += this.SettingsSavingEventHandler;
+            //
+        }
+        
+        private void SettingChangingEventHandler(object sender, System.Configuration.SettingChangingEventArgs e) {
+            // Add code to handle the SettingChangingEvent event here.
+        }
+        
+        private void SettingsSavingEventHandler(object sender, System.ComponentModel.CancelEventArgs e) {
+            // Add code to handle the SettingsSaving event here.
+        }
+    }
+}
diff --git a/dot_net_example/distribution_explorer/ToolkitLogo.bmp b/dot_net_example/distribution_explorer/ToolkitLogo.bmp
new file mode 100644
index 000000000..c712ff58b
Binary files /dev/null and b/dot_net_example/distribution_explorer/ToolkitLogo.bmp differ
diff --git a/dot_net_example/distribution_explorer/boost.png b/dot_net_example/distribution_explorer/boost.png
new file mode 100644
index 000000000..461cf27b2
Binary files /dev/null and b/dot_net_example/distribution_explorer/boost.png differ
diff --git a/dot_net_example/distribution_explorer/distexAboutBox.Designer.cs b/dot_net_example/distribution_explorer/distexAboutBox.Designer.cs
new file mode 100644
index 000000000..5d05ce647
--- /dev/null
+++ b/dot_net_example/distribution_explorer/distexAboutBox.Designer.cs
@@ -0,0 +1,190 @@
+namespace distribution_explorer
+{
+    partial class distexAboutBox
+    {
+        /// 
+        /// Required designer variable.
+        /// 
+        private System.ComponentModel.IContainer components = null;
+
+        /// 
+        /// Clean up any resources being used.
+        /// 
+        protected override void Dispose(bool disposing)
+        {
+            if (disposing && (components != null))
+            {
+                components.Dispose();
+            }
+            base.Dispose(disposing);
+        }
+
+        #region Windows Form Designer generated code
+
+        /// 
+        /// Required method for Designer support - do not modify
+        /// the contents of this method with the code editor.
+        /// 
+        private void InitializeComponent()
+        {
+          this.tableLayoutPanel = new System.Windows.Forms.TableLayoutPanel();
+          this.logoPictureBox = new System.Windows.Forms.PictureBox();
+          this.labelProductName = new System.Windows.Forms.Label();
+          this.labelVersion = new System.Windows.Forms.Label();
+          this.labelCopyright = new System.Windows.Forms.Label();
+          this.labelCompanyName = new System.Windows.Forms.Label();
+          this.textBoxDescription = new System.Windows.Forms.TextBox();
+          this.okButton = new System.Windows.Forms.Button();
+          this.tableLayoutPanel.SuspendLayout();
+          ((System.ComponentModel.ISupportInitialize)(this.logoPictureBox)).BeginInit();
+          this.SuspendLayout();
+          // 
+          // tableLayoutPanel
+          // 
+          this.tableLayoutPanel.ColumnCount = 2;
+          this.tableLayoutPanel.ColumnStyles.Add(new System.Windows.Forms.ColumnStyle(System.Windows.Forms.SizeType.Percent, 33F));
+          this.tableLayoutPanel.ColumnStyles.Add(new System.Windows.Forms.ColumnStyle(System.Windows.Forms.SizeType.Percent, 67F));
+          this.tableLayoutPanel.Controls.Add(this.logoPictureBox, 0, 0);
+          this.tableLayoutPanel.Controls.Add(this.labelProductName, 1, 0);
+          this.tableLayoutPanel.Controls.Add(this.labelVersion, 1, 1);
+          this.tableLayoutPanel.Controls.Add(this.labelCopyright, 1, 2);
+          this.tableLayoutPanel.Controls.Add(this.labelCompanyName, 1, 3);
+          this.tableLayoutPanel.Controls.Add(this.textBoxDescription, 1, 4);
+          this.tableLayoutPanel.Controls.Add(this.okButton, 1, 5);
+          this.tableLayoutPanel.Dock = System.Windows.Forms.DockStyle.Fill;
+          this.tableLayoutPanel.Location = new System.Drawing.Point(12, 11);
+          this.tableLayoutPanel.Margin = new System.Windows.Forms.Padding(4);
+          this.tableLayoutPanel.Name = "tableLayoutPanel";
+          this.tableLayoutPanel.RowCount = 6;
+          this.tableLayoutPanel.RowStyles.Add(new System.Windows.Forms.RowStyle(System.Windows.Forms.SizeType.Percent, 10F));
+          this.tableLayoutPanel.RowStyles.Add(new System.Windows.Forms.RowStyle(System.Windows.Forms.SizeType.Percent, 10F));
+          this.tableLayoutPanel.RowStyles.Add(new System.Windows.Forms.RowStyle(System.Windows.Forms.SizeType.Percent, 10F));
+          this.tableLayoutPanel.RowStyles.Add(new System.Windows.Forms.RowStyle(System.Windows.Forms.SizeType.Percent, 10F));
+          this.tableLayoutPanel.RowStyles.Add(new System.Windows.Forms.RowStyle(System.Windows.Forms.SizeType.Percent, 50F));
+          this.tableLayoutPanel.RowStyles.Add(new System.Windows.Forms.RowStyle(System.Windows.Forms.SizeType.Percent, 10F));
+          this.tableLayoutPanel.Size = new System.Drawing.Size(556, 326);
+          this.tableLayoutPanel.TabIndex = 0;
+          // 
+          // logoPictureBox
+          // 
+          this.logoPictureBox.Dock = System.Windows.Forms.DockStyle.Fill;
+          this.logoPictureBox.Image = global::distribution_explorer.Properties.Resources.ToolkitLogo;
+          this.logoPictureBox.InitialImage = global::distribution_explorer.Properties.Resources.ToolkitLogo;
+          this.logoPictureBox.Location = new System.Drawing.Point(4, 4);
+          this.logoPictureBox.Margin = new System.Windows.Forms.Padding(4);
+          this.logoPictureBox.Name = "logoPictureBox";
+          this.tableLayoutPanel.SetRowSpan(this.logoPictureBox, 6);
+          this.logoPictureBox.Size = new System.Drawing.Size(175, 318);
+          this.logoPictureBox.SizeMode = System.Windows.Forms.PictureBoxSizeMode.StretchImage;
+          this.logoPictureBox.TabIndex = 12;
+          this.logoPictureBox.TabStop = false;
+          // 
+          // labelProductName
+          // 
+          this.labelProductName.Dock = System.Windows.Forms.DockStyle.Fill;
+          this.labelProductName.Location = new System.Drawing.Point(191, 0);
+          this.labelProductName.Margin = new System.Windows.Forms.Padding(8, 0, 4, 0);
+          this.labelProductName.MaximumSize = new System.Drawing.Size(0, 21);
+          this.labelProductName.Name = "labelProductName";
+          this.labelProductName.Size = new System.Drawing.Size(361, 21);
+          this.labelProductName.TabIndex = 19;
+          this.labelProductName.Text = "Product Name";
+          this.labelProductName.TextAlign = System.Drawing.ContentAlignment.MiddleLeft;
+          // 
+          // labelVersion
+          // 
+          this.labelVersion.Dock = System.Windows.Forms.DockStyle.Fill;
+          this.labelVersion.Location = new System.Drawing.Point(191, 32);
+          this.labelVersion.Margin = new System.Windows.Forms.Padding(8, 0, 4, 0);
+          this.labelVersion.MaximumSize = new System.Drawing.Size(0, 21);
+          this.labelVersion.Name = "labelVersion";
+          this.labelVersion.Size = new System.Drawing.Size(361, 21);
+          this.labelVersion.TabIndex = 0;
+          this.labelVersion.Text = "Version";
+          this.labelVersion.TextAlign = System.Drawing.ContentAlignment.MiddleLeft;
+          // 
+          // labelCopyright
+          // 
+          this.labelCopyright.Dock = System.Windows.Forms.DockStyle.Fill;
+          this.labelCopyright.Location = new System.Drawing.Point(191, 64);
+          this.labelCopyright.Margin = new System.Windows.Forms.Padding(8, 0, 4, 0);
+          this.labelCopyright.MaximumSize = new System.Drawing.Size(0, 21);
+          this.labelCopyright.Name = "labelCopyright";
+          this.labelCopyright.Size = new System.Drawing.Size(361, 21);
+          this.labelCopyright.TabIndex = 21;
+          this.labelCopyright.Text = "Copyright";
+          this.labelCopyright.TextAlign = System.Drawing.ContentAlignment.MiddleLeft;
+          // 
+          // labelCompanyName
+          // 
+          this.labelCompanyName.Dock = System.Windows.Forms.DockStyle.Fill;
+          this.labelCompanyName.Location = new System.Drawing.Point(191, 96);
+          this.labelCompanyName.Margin = new System.Windows.Forms.Padding(8, 0, 4, 0);
+          this.labelCompanyName.MaximumSize = new System.Drawing.Size(0, 21);
+          this.labelCompanyName.Name = "labelCompanyName";
+          this.labelCompanyName.Size = new System.Drawing.Size(361, 21);
+          this.labelCompanyName.TabIndex = 22;
+          this.labelCompanyName.Text = "Company Name";
+          this.labelCompanyName.TextAlign = System.Drawing.ContentAlignment.MiddleLeft;
+          // 
+          // textBoxDescription
+          // 
+          this.textBoxDescription.Dock = System.Windows.Forms.DockStyle.Fill;
+          this.textBoxDescription.Location = new System.Drawing.Point(191, 132);
+          this.textBoxDescription.Margin = new System.Windows.Forms.Padding(8, 4, 4, 4);
+          this.textBoxDescription.Multiline = true;
+          this.textBoxDescription.Name = "textBoxDescription";
+          this.textBoxDescription.ReadOnly = true;
+          this.textBoxDescription.ScrollBars = System.Windows.Forms.ScrollBars.Both;
+          this.textBoxDescription.Size = new System.Drawing.Size(361, 155);
+          this.textBoxDescription.TabIndex = 23;
+          this.textBoxDescription.TabStop = false;
+          this.textBoxDescription.Text = "Description";
+          // 
+          // okButton
+          // 
+          this.okButton.Anchor = ((System.Windows.Forms.AnchorStyles)((System.Windows.Forms.AnchorStyles.Bottom | System.Windows.Forms.AnchorStyles.Right)));
+          this.okButton.DialogResult = System.Windows.Forms.DialogResult.Cancel;
+          this.okButton.Location = new System.Drawing.Point(452, 295);
+          this.okButton.Margin = new System.Windows.Forms.Padding(4);
+          this.okButton.Name = "okButton";
+          this.okButton.Size = new System.Drawing.Size(100, 27);
+          this.okButton.TabIndex = 24;
+          this.okButton.Text = "&OK";
+          // 
+          // distexAboutBox
+          // 
+          this.AcceptButton = this.okButton;
+          this.AutoScaleDimensions = new System.Drawing.SizeF(8F, 16F);
+          this.AutoScaleMode = System.Windows.Forms.AutoScaleMode.Font;
+          this.ClientSize = new System.Drawing.Size(580, 348);
+          this.Controls.Add(this.tableLayoutPanel);
+          this.FormBorderStyle = System.Windows.Forms.FormBorderStyle.FixedDialog;
+          this.Margin = new System.Windows.Forms.Padding(4);
+          this.MaximizeBox = false;
+          this.MinimizeBox = false;
+          this.Name = "distexAboutBox";
+          this.Padding = new System.Windows.Forms.Padding(12, 11, 12, 11);
+          this.ShowIcon = false;
+          this.ShowInTaskbar = false;
+          this.StartPosition = System.Windows.Forms.FormStartPosition.CenterParent;
+          this.Text = "About Statistical Distribution Explorer";
+          this.tableLayoutPanel.ResumeLayout(false);
+          this.tableLayoutPanel.PerformLayout();
+          ((System.ComponentModel.ISupportInitialize)(this.logoPictureBox)).EndInit();
+          this.ResumeLayout(false);
+
+        }
+
+        #endregion
+
+        private System.Windows.Forms.TableLayoutPanel tableLayoutPanel;
+        private System.Windows.Forms.PictureBox logoPictureBox;
+        private System.Windows.Forms.Label labelProductName;
+        private System.Windows.Forms.Label labelVersion;
+        private System.Windows.Forms.Label labelCopyright;
+        private System.Windows.Forms.Label labelCompanyName;
+        private System.Windows.Forms.TextBox textBoxDescription;
+        private System.Windows.Forms.Button okButton;
+    }
+}
diff --git a/dot_net_example/distribution_explorer/distexAboutBox.cs b/dot_net_example/distribution_explorer/distexAboutBox.cs
new file mode 100644
index 000000000..fc864108c
--- /dev/null
+++ b/dot_net_example/distribution_explorer/distexAboutBox.cs
@@ -0,0 +1,116 @@
+using System;
+using System.Collections.Generic;
+using System.ComponentModel;
+using System.Drawing;
+using System.Windows.Forms;
+using System.Reflection;
+
+namespace distribution_explorer
+{
+    partial class distexAboutBox : Form
+    {
+        public distexAboutBox()
+        {
+            InitializeComponent();
+
+            //  Initialize the AboutBox to display the product information from the assembly information.
+            //  Change assembly information settings for your application through either:
+            //  - Project->Properties->Application->Assembly Information
+            //  - AssemblyInfo.cs
+            this.Text = String.Format("About {0}", AssemblyTitle);
+            this.labelProductName.Text = AssemblyProduct;
+            this.labelVersion.Text = String.Format("Version {0}", AssemblyVersion);
+            this.labelCopyright.Text = AssemblyCopyright;
+            this.labelCompanyName.Text = AssemblyCompany;
+            this.textBoxDescription.Text = AssemblyDescription;
+            // URL http://boost-consulting.com/vault/index.php?action=downloadfile&filename=math_toolkit.html&directory=Math%20-%20Numerics&
+        }
+
+       #region Assembly Attribute Accessors
+
+        public string AssemblyTitle
+        {
+            get
+            {
+                // Get all Title attributes on this assembly
+                object[] attributes = Assembly.GetExecutingAssembly().GetCustomAttributes(typeof(AssemblyTitleAttribute), false);
+                // If there is at least one Title attribute
+                if (attributes.Length > 0)
+                {
+                    // Select the first one
+                    AssemblyTitleAttribute titleAttribute = (AssemblyTitleAttribute)attributes[0];
+                    // If it is not an empty string, return it
+                    if (titleAttribute.Title != "")
+                        return titleAttribute.Title;
+                }
+                // If there was no Title attribute, or if the Title attribute was the empty string, return the .exe name
+                return System.IO.Path.GetFileNameWithoutExtension(Assembly.GetExecutingAssembly().CodeBase);
+            }
+        }
+
+        public string AssemblyVersion
+        {
+            get
+            {
+                return Assembly.GetExecutingAssembly().GetName().Version.ToString();
+            }
+        }
+
+        public string AssemblyDescription
+        {
+            get
+            {
+                // Get all Description attributes on this assembly
+                object[] attributes = Assembly.GetExecutingAssembly().GetCustomAttributes(typeof(AssemblyDescriptionAttribute), false);
+                // If there aren't any Description attributes, return an empty string
+                if (attributes.Length == 0)
+                    return "";
+                // If there is a Description attribute, return its value
+                return ((AssemblyDescriptionAttribute)attributes[0]).Description;
+            }
+        }
+
+        public string AssemblyProduct
+        {
+            get
+            {
+                // Get all Product attributes on this assembly
+                object[] attributes = Assembly.GetExecutingAssembly().GetCustomAttributes(typeof(AssemblyProductAttribute), false);
+                // If there aren't any Product attributes, return an empty string
+                if (attributes.Length == 0)
+                    return "";
+                // If there is a Product attribute, return its value
+                return ((AssemblyProductAttribute)attributes[0]).Product;
+            }
+        }
+
+        public string AssemblyCopyright
+        {
+            get
+            {
+                // Get all Copyright attributes on this assembly
+                object[] attributes = Assembly.GetExecutingAssembly().GetCustomAttributes(typeof(AssemblyCopyrightAttribute), false);
+                // If there aren't any Copyright attributes, return an empty string
+                if (attributes.Length == 0)
+                    return "";
+                // If there is a Copyright attribute, return its value
+                return ((AssemblyCopyrightAttribute)attributes[0]).Copyright;
+            }
+        }
+
+        public string AssemblyCompany
+        {
+            get
+            {
+                // Get all Company attributes on this assembly
+                object[] attributes = Assembly.GetExecutingAssembly().GetCustomAttributes(typeof(AssemblyCompanyAttribute), false);
+                // If there aren't any Company attributes, return an empty string
+                if (attributes.Length == 0)
+                    return "";
+                // If there is a Company attribute, return its value
+                return ((AssemblyCompanyAttribute)attributes[0]).Company;
+            }
+        }
+        #endregion
+    }
+}
diff --git a/dot_net_example/distribution_explorer/distexAboutBox.resx b/dot_net_example/distribution_explorer/distexAboutBox.resx
new file mode 100644
index 000000000..19dc0dd8b
--- /dev/null
+++ b/dot_net_example/distribution_explorer/distexAboutBox.resx
@@ -0,0 +1,120 @@
+
+
+  
+  
+    
+    
+      
+        
+          
+            
+              
+                
+              
+              
+              
+              
+              
+            
+          
+          
+            
+              
+              
+            
+          
+          
+            
+              
+                
+                
+              
+              
+              
+              
+              
+            
+          
+          
+            
+              
+                
+              
+              
+            
+          
+        
+      
+    
+  
+  
+    text/microsoft-resx
+  
+  
+    2.0
+  
+  
+    System.Resources.ResXResourceReader, System.Windows.Forms, Version=2.0.0.0, Culture=neutral, PublicKeyToken=b77a5c561934e089
+  
+  
+    System.Resources.ResXResourceWriter, System.Windows.Forms, Version=2.0.0.0, Culture=neutral, PublicKeyToken=b77a5c561934e089
+  
+
\ No newline at end of file
diff --git a/dot_net_example/distribution_explorer/distribution.txt b/dot_net_example/distribution_explorer/distribution.txt
new file mode 100644
index 000000000..21a9a0d5f
--- /dev/null
+++ b/dot_net_example/distribution_explorer/distribution.txt
@@ -0,0 +1,10 @@
+Statistical Distribution Explorer
+Version 1.0.0.1
+Company jmc
+Copyright Copyright © John Maddock and Paul A. Bristow 2007
+Product Distribution_explorer 1
+Title distribution_explorer
+Mean
+MeanParameter 1 0
+Parameter 2 1
+
diff --git a/dot_net_example/distribution_explorer/distribution_explorer.csproj b/dot_net_example/distribution_explorer/distribution_explorer.csproj
new file mode 100644
index 000000000..96399420e
--- /dev/null
+++ b/dot_net_example/distribution_explorer/distribution_explorer.csproj
@@ -0,0 +1,150 @@
+
+  
+    Debug
+    AnyCPU
+    8.0.50727
+    2.0
+    {77742493-4236-4975-9BD9-AA3611F0DC0E}
+    WinExe
+    Properties
+    distribution_explorer
+    distribution_explorer
+    IconToolkit.ico
+    false
+    393B9B4A721C946375D6D44F80492CFFA03E57B5
+    distribution_explorer_TemporaryKey.pfx
+    true
+    LocalIntranet
+    true
+    \\hetp7\H%24\Distex\
+    true
+    Unc
+    true
+    Foreground
+    7
+    Days
+    false
+    false
+    true
+    1.0.0.%2a
+    true
+  
+  
+    true
+    full
+    false
+    bin\Debug\
+    DEBUG;TRACE
+    prompt
+    4
+    false
+  
+  
+    none
+    true
+    bin\Release\
+    
+    
+    prompt
+    4
+    x86
+    bin\Release\distribution_explorer.XML
+    false
+  
+  
+    
+      False
+      ..\boost_math\Release\boost_math.dll
+    
+    
+    
+    
+    
+    
+    
+  
+  
+    
+      Form
+    
+    
+      distexAboutBox.cs
+    
+    
+      Form
+    
+    
+      DistexForm.cs
+    
+    
+    
+    
+      Designer
+      distexAboutBox.cs
+    
+    
+      Designer
+      DistexForm.cs
+    
+    
+      ResXFileCodeGenerator
+      Resources.Designer.cs
+      Designer
+    
+    
+      Designer
+      DistexSplash.cs
+    
+    
+      True
+      Resources.resx
+      True
+    
+    
+      SettingsSingleFileGenerator
+      Settings.Designer.cs
+    
+    
+      True
+      Settings.settings
+      True
+    
+    
+      Form
+    
+    
+      DistexSplash.cs
+    
+    
+  
+  
+    
+      PreserveNewest
+    
+    
+    
+    
+    
+    
+  
+  
+    
+      False
+      .NET Framework 2.0
+      true
+    
+    
+      False
+      Visual C++ Runtime Libraries %28x86%29
+      true
+    
+  
+  
+  
+
diff --git a/dot_net_example/distribution_explorer/distribution_explorer.csproj.user b/dot_net_example/distribution_explorer/distribution_explorer.csproj.user
new file mode 100644
index 000000000..8445b20b8
--- /dev/null
+++ b/dot_net_example/distribution_explorer/distribution_explorer.csproj.user
@@ -0,0 +1,17 @@
+
+  
+    ProjectFiles
+    \\hetp7\H%24\Distex\|\\hetp7\H%24\|I:\boost-sandbox\libs\math_functions\dot_net_example\Distex\|publish\
+    \\hetp7\H%24\
+    
+    
+    
+    
+    
+    
+    5
+    en-US
+    false
+    false
+  
+
\ No newline at end of file
diff --git a/dot_net_example/distribution_explorer/distribution_explorer.sln b/dot_net_example/distribution_explorer/distribution_explorer.sln
new file mode 100644
index 000000000..77337965a
--- /dev/null
+++ b/dot_net_example/distribution_explorer/distribution_explorer.sln
@@ -0,0 +1,26 @@
+
+Microsoft Visual Studio Solution File, Format Version 9.00
+# Visual Studio 2005
+Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "distribution_explorer", "distribution_explorer.csproj", "{77742493-4236-4975-9BD9-AA3611F0DC0E}"
+EndProject
+Project("{54435603-DBB4-11D2-8724-00A0C9A8B90C}") = "SetupDistex", "..\Setupdistex\Setupdistex.vdproj", "{663C898C-A698-4579-BA69-C7EC5D08D0EE}"
+EndProject
+Global
+	GlobalSection(SolutionConfigurationPlatforms) = preSolution
+		Debug|Any CPU = Debug|Any CPU
+		Release|Any CPU = Release|Any CPU
+		Description = Statistical Distribution Explorer
+	EndGlobalSection
+	GlobalSection(ProjectConfigurationPlatforms) = postSolution
+		{77742493-4236-4975-9BD9-AA3611F0DC0E}.Debug|Any CPU.ActiveCfg = Debug|Any CPU
+		{77742493-4236-4975-9BD9-AA3611F0DC0E}.Debug|Any CPU.Build.0 = Debug|Any CPU
+		{77742493-4236-4975-9BD9-AA3611F0DC0E}.Release|Any CPU.ActiveCfg = Release|Any CPU
+		{77742493-4236-4975-9BD9-AA3611F0DC0E}.Release|Any CPU.Build.0 = Release|Any CPU
+		{663C898C-A698-4579-BA69-C7EC5D08D0EE}.Debug|Any CPU.ActiveCfg = Debug
+		{663C898C-A698-4579-BA69-C7EC5D08D0EE}.Debug|Any CPU.Build.0 = Debug
+		{663C898C-A698-4579-BA69-C7EC5D08D0EE}.Release|Any CPU.ActiveCfg = Release
+	EndGlobalSection
+	GlobalSection(SolutionProperties) = preSolution
+		HideSolutionNode = FALSE
+	EndGlobalSection
+EndGlobal
diff --git a/dot_net_example/distribution_explorer/distribution_explorer.sln.lnk b/dot_net_example/distribution_explorer/distribution_explorer.sln.lnk
new file mode 100644
index 000000000..3fa51c064
Binary files /dev/null and b/dot_net_example/distribution_explorer/distribution_explorer.sln.lnk differ
diff --git a/dot_net_example/distribution_explorer/distribution_explorer.suo b/dot_net_example/distribution_explorer/distribution_explorer.suo
new file mode 100644
index 000000000..85a7bd97b
Binary files /dev/null and b/dot_net_example/distribution_explorer/distribution_explorer.suo differ
diff --git a/example/Jamfile.v2 b/example/Jamfile.v2
index 2d4917225..906a58d6e 100644
--- a/example/Jamfile.v2
+++ b/example/Jamfile.v2
@@ -7,8 +7,8 @@
 # bring in the rules for testing
 import testing ;
 
-project 
-    : requirements 
+project
+    : requirements
       gcc:-Wno-missing-braces
       darwin:-Wno-missing-braces
       acc:+W2068,2461,2236,4070
@@ -16,20 +16,22 @@ project
       msvc:all
       msvc:on
       msvc:/wd4996
-      msvc:/wd4512 
-      msvc:/wd4610 
-      msvc:/wd4510 
-      msvc:/wd4127 
-      msvc:/wd4701 
-      msvc:/wd4127 
-      msvc:/wd4305 
+      msvc:/wd4512
+      msvc:/wd4610
+      msvc:/wd4510
+      msvc:/wd4127
+      msvc:/wd4701
+      msvc:/wd4127
+      msvc:/wd4305
       ../../..
     ;
 
+run binomial_coinflip_example.cpp ;
 run binomial_confidence_limits.cpp ;
 run binomial_example3.cpp ;
-run binomial_sample_sizes.cpp ;
 run binomial_example_nag.cpp ;
+run binomial_quiz_example.cpp ;
+run binomial_sample_sizes.cpp ;
 run c_error_policy_example.cpp ;
 run chi_square_std_dev_test.cpp ;
 run distribution_construction.cpp ;
@@ -37,13 +39,19 @@ run error_handling_example.cpp ;
 run error_policies_example.cpp ;
 run error_policy_example.cpp ;
 run f_test.cpp ;
+run find_location_example.cpp ;
+run find_mean_and_sd_normal.cpp ;
+run find_root_example.cpp ;
+run find_scale_example.cpp ;
+run laplace_example.cpp ;
+run nc_chi_sq_example.cpp ;
 run neg_binom_confidence_limits.cpp ;
 run neg_binomial_sample_sizes.cpp ;
-# run negative_binomial_construction_examples.cpp ; delete for now
 run negative_binomial_example1.cpp ;
 run negative_binomial_example2.cpp ;
-# run negative_binomial_example3.cpp ;
+run normal_misc_examples.cpp ;
 run policy_eg_1.cpp ;
+run policy_eg_10.cpp ;
 run policy_eg_2.cpp ;
 run policy_eg_3.cpp ;
 run policy_eg_4.cpp ;
@@ -52,7 +60,6 @@ run policy_eg_6.cpp ;
 run policy_eg_7.cpp ;
 run policy_eg_8.cpp ;
 run policy_eg_9.cpp ;
-run policy_eg_10.cpp ;
 run policy_ref_snip1.cpp ;
 run policy_ref_snip10.cpp ;
 run policy_ref_snip11.cpp ;
@@ -66,7 +73,6 @@ run policy_ref_snip6.cpp ;
 run policy_ref_snip7.cpp ;
 run policy_ref_snip8.cpp ;
 run policy_ref_snip9.cpp ;
-#run statistics_functions_example1.cpp ;
 run students_t_example1.cpp ;
 run students_t_example2.cpp ;
 run students_t_example3.cpp ;
@@ -76,4 +82,3 @@ run students_t_two_samples.cpp ;
 
 
 
-
diff --git a/example/error_policies_example.cpp b/example/error_policies_example.cpp
index c726b5417..e3e1e1098 100644
--- a/example/error_policies_example.cpp
+++ b/example/error_policies_example.cpp
@@ -73,12 +73,14 @@ int main()
 
   cout << "quantile(my_students_t(), 0.); = " << quantile(my_students_t(-1), 0.F) << endl; // 'bad' argument negative, so expect NaN.
 
+#ifndef BOOST_MATH_NO_LONG_DOUBLE_MATH_FUNCTIONS
   // Construct a (0, 1) normal distribution that ignores all errors,
   // returning NaN, infinity, zero, or best guess,
   // and NOT setting errno.
   normal_distribution my_normal2(0.L, 1.L); // explicit parameters for distribution.
   cout << "quantile(my_normal2(), 0.); = " << quantile(my_normal2, 0.01) << endl; // argument 0.01, so result finite.
   cout << "quantile(my_normal2(), 0.); = " << quantile(my_normal2, 0.) << endl; // argument zero, so expect infinity.
+#endif
 
   return 0;
 }
diff --git a/example/f_test.cpp b/example/f_test.cpp
index 186741c3e..4a260b3a5 100644
--- a/example/f_test.cpp
+++ b/example/f_test.cpp
@@ -1,5 +1,5 @@
 // Copyright John Maddock 2006
-// Copyright Paul A. Bristow 2007
+// Copyright Paul A. Bristow 2007, 2008
 
 // Use, modification and distribution are subject to the
 // Boost Software License, Version 1.0.
@@ -10,6 +10,7 @@
 #  pragma warning(disable: 4512) // assignment operator could not be generated.
 #  pragma warning(disable: 4510) // default constructor could not be generated.
 #  pragma warning(disable: 4610) // can never be instantiated - user defined constructor required.
+#  pragma warning(disable: 4180) // qualifier has no effect (in fusion).
 #endif
 
 #include 
diff --git a/example/find_location_example.cpp b/example/find_location_example.cpp
index ab47dc6ea..85a369493 100644
--- a/example/find_location_example.cpp
+++ b/example/find_location_example.cpp
@@ -1,6 +1,6 @@
 // find_location.cpp
 
-// Copyright Paul A. Bristow 2007.
+// Copyright Paul A. Bristow 2008.
 
 // Use, modification and distribution are subject to the
 // Boost Software License, Version 1.0.
@@ -13,6 +13,10 @@
 // Note that this file contains Quickbook mark-up as well as code
 // and comments, don't change any of the special comment mark-ups!
 
+#ifdef _MSC_VER
+#  pragma warning(disable: 4180) // qualifier has no effect (in fusion).
+#endif
+
 //[find_location1
 /*`
 First we need some includes to access the normal distribution,
@@ -24,7 +28,9 @@ the algorithms to find location (and some std output of course).
 #include  // for cauchy_distribution
   using boost::math::cauchy; // typedef provides default type is double.
 #include 
-  using boost::math::find_location;
+  using boost::math::find_location; // for mean
+#include 
+  using boost::math::find_scale; // for standard devation
   using boost::math::complement; // Needed if you want to use the complement version.
   using boost::math::policies::policy;
 
@@ -152,8 +158,6 @@ but, [link why_complements to avoid loss of accuracy], use the complement versio
   return 0;
 }  // int main()
 
-
-
 //[find_location_example_output
 /*`
 [pre
diff --git a/example/find_mean_and_sd_normal.cpp b/example/find_mean_and_sd_normal.cpp
index bca5989a5..234123e8f 100644
--- a/example/find_mean_and_sd_normal.cpp
+++ b/example/find_mean_and_sd_normal.cpp
@@ -380,7 +380,9 @@ The scale can be variation in dispensing or uncertainty in measurement.
 
 Output is:
 
-Find_location and find_scale examples.
+//[normal_find_location_and_scale_output
+
+Find_location (mean) and find_scale (standard deviation) examples.
 Percentage of packs > 3.1 is 15.8655
 Fraction of packs <= 2.9 with a mean of 3 is 0.841345
 Fraction of packs >= 2.9 with a mean of 3.06449 is 0.950005
@@ -402,6 +404,8 @@ find_scale(minimum_weight, under_fraction, packs.mean()); 0.0607957
 find_scale(complement(minimum_weight, over_fraction, packs.mean())); 0.0607957
 Fraction of packs >= 2.9 with a mean of 3 and standard deviation of 0.0607957 is 0.95
 
+//] [/normal_find_location_and_scale_eg_output]
+
 */
 
 
diff --git a/example/find_root_example.cpp b/example/find_root_example.cpp
index abcb936cb..53bdc99b5 100644
--- a/example/find_root_example.cpp
+++ b/example/find_root_example.cpp
@@ -31,87 +31,6 @@ First we need some includes to access the normal distribution
   using std::numeric_limits;
 //] //[/root_find1]
 
-namespace boost{ namespace math { namespace tools
-{
-
-template 
-inline std::pair bracket_and_solve_root(F f, // functor 
-                                              const T& guess,
-                                              const T& factor,
-                                              bool rising,
-                                              Tol tol, // binary functor specifying termination when tol(min, max) becomes true.
-                                              // eps_tolerance most suitable for this continuous function
-                                              boost::uintmax_t& max_iter); // explicit (rather than default) max iterations.
-// return interval as a pair containing result.
-
-namespace detail
-{
-
-  // Functor for finding standard deviation:
-  template 
-  struct standard_deviation_functor
-  {
-     standard_deviation_functor(RealType m, RealType s, RealType d)
-        : mean(m), standard_deviation(s)
-     {
-     }
-     RealType operator()(const RealType& sd)
-     { // Unary functor - the function whose root is to be found.
-        if(sd <= tools::min_value())
-        { // 
-           return 1;
-        }
-        normal_distribution t(mean, sd);
-        RealType qa = quantile(complement(t, alpha));
-        RealType qb = quantile(complement(t, beta));
-        qa += qb;
-        qa *= qa;
-        qa *= ratio;
-        qa -= (df + 1);
-        return qa;
-     } // operator()
-     RealType mean;
-     RealType standard_deviation;
-  }; // struct standard_deviation_functor
-} // namespace detail
-
-template 
-RealType normal_distribution::find_standard_deviation(
-      RealType difference_from_mean,
-      RealType mean,
-      RealType sd,
-      RealType hint) // Best guess available - current sd if none better?
-{
-   static const char* function = "boost::math::normal_distribution<%1%>::find_standard_deviation";
-
-   // Check for domain errors:
-   RealType error_result;
-   if(false == detail::check_probability(
-      function, sd, &error_result, Policy())
-      )
-      return error_result;
-
-   if(hint <= 0)
-   { // standard deviation can never be negative.
-      hint = 1;
-   }
-
-   detail::standard_deviation_functor f(mean, sd, difference_from_mean);
-   tools::eps_tolerance tol(policies::digits());
-   boost::uintmax_t max_iter = 100;
-   std::pair r = tools::bracket_and_solve_root(f, hint, RealType(2), false, tol, max_iter, Policy());
-   RealType result = r.first + (r.second - r.first) / 2;
-   if(max_iter == 100)
-   {
-      policies::raise_evaluation_error(function, "Unable to locate solution in a reasonable time:"
-         " either there is no answer to how many degrees of freedom are required"
-         " or the answer is infinite.  Current best guess is %1%", result, Policy());
-   }
-   return result;
-} // find_standard_deviation
-} // namespace tools
-} // namespace math
-} // namespace boost
 
 
 int main()
@@ -231,9 +150,20 @@ But in this normal distribution case, we could be even smarter and make a direct
 }  // int main()
 
 /*
-
 Output is:
 
+//[root_find_output
 
+Autorun "i:\boost-06-05-03-1300\libs\math\test\Math_test\debug\find_root_example.exe"
+Example: Normal distribution, root finding.Percentage of packs > 3.1 is 0.158655
+fraction of packs <= 2.9 with a mean of 3 is 0.841345
+fraction of packs >= 2.9 with a mean of 3.0664 is 0.951944
+Setting the packer to 3.06449 will mean that fraction of packs >= 2.9 is 0.95
+Quantile of 0.05 = 2.83551, mean = 3, sd = 0.1
+Quantile of 0.05 = 2.91776, mean = 3, sd = 0.05
+Fraction of packs >= 2.9 with a mean of 3 and standard deviation of 0.05 is 0.97725
+Quantile of 0.05 = 2.90131, mean = 3, sd = 0.06
+Fraction of packs >= 2.9 with a mean of 3 and standard deviation of 0.06 is 0.95221
 
+//] [/root_find_output]
 */
diff --git a/example/laplace_example.cpp b/example/laplace_example.cpp
new file mode 100644
index 000000000..b1652f041
--- /dev/null
+++ b/example/laplace_example.cpp
@@ -0,0 +1,171 @@
+// laplace_example.cpp
+
+// Copyright Paul A. Bristow 2008.
+
+// Use, modification and distribution are subject to the
+// Boost Software License, Version 1.0.
+// (See accompanying file LICENSE_1_0.txt
+// or copy at http://www.boost.org/LICENSE_1_0.txt)
+
+// Example of using laplace (& comparing with normal) distribution.
+
+// Note that this file contains Quickbook mark-up as well as code
+// and comments, don't change any of the special comment mark-ups!
+
+//[laplace_example1
+/*`
+First we need some includes to access the laplace & normal distributions
+(and some std output of course).
+*/
+
+#include  // for laplace_distribution
+  using boost::math::laplace; // typedef provides default type is double.
+#include  // for normal_distribution
+  using boost::math::normal; // typedef provides default type is double.
+
+#include 
+  using std::cout; using std::endl; using std::left; using std::showpoint; using std::noshowpoint;
+#include 
+  using std::setw; using std::setprecision;
+#include 
+  using std::numeric_limits;
+
+int main()
+{
+  cout << "Example: Laplace distribution." << endl;
+
+  try
+  {
+    { // Traditional tables and values.
+/*`Let's start by printing some traditional tables.
+*/      
+      double step = 1.; // in z 
+      double range = 4; // min and max z = -range to +range.
+      //int precision = 17; // traditional tables are only computed to much lower precision.
+      int precision = 4; // traditional table at much lower precision.
+      int width = 10; // for use with setw.
+
+      // Construct standard laplace & normal distributions l & s
+        normal s; // (default location or mean = zero, and scale or standard deviation = unity)
+        cout << "Standard normal distribution, mean or location = "<< s.location()
+          << ", standard deviation or scale = " << s.scale() << endl;
+        laplace l; // (default mean = zero, and standard deviation = unity)
+        cout << "Laplace normal distribution, location = "<< l.location()
+          << ", scale = " << l.scale() << endl;
+
+/*` First the probability distribution function (pdf).
+*/
+      cout << "Probability distribution function values" << endl;
+      cout << " z  PDF  normal     laplace    (difference)" << endl;
+      cout.precision(5);
+      for (double z = -range; z < range + step; z += step)
+      {
+        cout << left << setprecision(3) << setw(6) << z << " " 
+          << setprecision(precision) << setw(width) << pdf(s, z) << "  "
+          << setprecision(precision) << setw(width) << pdf(l, z)<<  "  ("
+          << setprecision(precision) << setw(width) << pdf(l, z) - pdf(s, z) // difference.
+          << ")" << endl;
+      }
+      cout.precision(6); // default
+/*`Notice how the laplace is less at z = 1 , but has 'fatter' tails at 2 and 3. 
+
+   And the area under the normal curve from -[infin] up to z,
+   the cumulative distribution function (cdf).
+*/
+      // For a standard distribution 
+      cout << "Standard location = "<< s.location()
+        << ", scale = " << s.scale() << endl;
+      cout << "Integral (area under the curve) from - infinity up to z " << endl;
+      cout << " z  CDF  normal     laplace    (difference)" << endl;
+      for (double z = -range; z < range + step; z += step)
+      {
+        cout << left << setprecision(3) << setw(6) << z << " " 
+          << setprecision(precision) << setw(width) << cdf(s, z) << "  "
+          << setprecision(precision) << setw(width) << cdf(l, z) <<  "  ("
+          << setprecision(precision) << setw(width) << cdf(l, z) - cdf(s, z) // difference.
+          << ")" << endl;
+      }
+      cout.precision(6); // default
+
+/*`
+Pretty-printing a traditional 2-dimensional table is left as an exercise for the student,
+but why bother now that the Boost Math Toolkit lets you write
+*/
+    double z = 2.; 
+    cout << "Area for gaussian z = " << z << " is " << cdf(s, z) << endl; // to get the area for z.
+    cout << "Area for laplace z = " << z << " is " << cdf(l, z) << endl; // 
+/*`
+Correspondingly, we can obtain the traditional 'critical' values for significance levels.
+For the 95% confidence level, the significance level usually called alpha,
+is 0.05 = 1 - 0.95 (for a one-sided test), so we can write
+*/
+     cout << "95% of gaussian area has a z below " << quantile(s, 0.95) << endl;
+     cout << "95% of laplace area has a z below " << quantile(l, 0.95) << endl;
+   // 95% of area has a z below 1.64485
+   // 95% of laplace area has a z below 2.30259
+/*`and a two-sided test (a comparison between two levels, rather than a one-sided test)
+
+*/
+     cout << "95% of gaussian area has a z between " << quantile(s, 0.975)
+       << " and " << -quantile(s, 0.975) << endl;
+     cout << "95% of laplace area has a z between " << quantile(l, 0.975)
+       << " and " << -quantile(l, 0.975) << endl;
+   // 95% of area has a z between 1.95996 and -1.95996
+   // 95% of laplace area has a z between 2.99573 and -2.99573
+/*`Notice how much wider z has to be to enclose 95% of the area.
+*/
+  }
+//] [/[laplace_example1]
+  }
+  catch(const std::exception& e)
+  { // Always useful to include try & catch blocks because default policies 
+    // are to throw exceptions on arguments that cause errors like underflow, overflow. 
+    // Lacking try & catch blocks, the program will abort without a message below,
+    // which may give some helpful clues as to the cause of the exception.
+    std::cout <<
+      "\n""Message from thrown exception was:\n   " << e.what() << std::endl;
+  }
+  return 0;
+}  // int main()
+
+
+/*
+
+Output is:
+
+Example: Laplace distribution.
+Standard normal distribution, mean or location = 0, standard deviation or scale = 1
+Laplace normal distribution, location = 0, scale = 1
+Probability distribution function values
+ z  PDF  normal     laplace    (difference)
+-4     0.0001338   0.009158    (0.009024  )
+-3     0.004432    0.02489     (0.02046   )
+-2     0.05399     0.06767     (0.01368   )
+-1     0.242       0.1839      (-0.05803  )
+0      0.3989      0.5         (0.1011    )
+1      0.242       0.1839      (-0.05803  )
+2      0.05399     0.06767     (0.01368   )
+3      0.004432    0.02489     (0.02046   )
+4      0.0001338   0.009158    (0.009024  )
+Standard location = 0, scale = 1
+Integral (area under the curve) from - infinity up to z 
+ z  CDF  normal     laplace    (difference)
+-4     3.167e-005  0.009158    (0.009126  )
+-3     0.00135     0.02489     (0.02354   )
+-2     0.02275     0.06767     (0.04492   )
+-1     0.1587      0.1839      (0.02528   )
+0      0.5         0.5         (0         )
+1      0.8413      0.8161      (-0.02528  )
+2      0.9772      0.9323      (-0.04492  )
+3      0.9987      0.9751      (-0.02354  )
+4      1           0.9908      (-0.009126 )
+Area for gaussian z = 2 is 0.97725
+Area for laplace z = 2 is 0.932332
+95% of gaussian area has a z below 1.64485
+95% of laplace area has a z below 2.30259
+95% of gaussian area has a z between 1.95996 and -1.95996
+95% of laplace area has a z between 2.99573 and -2.99573
+
+
+*/
+
diff --git a/example/students_t_example2.cpp b/example/students_t_example2.cpp
index 4ae727a4e..bbd423162 100644
--- a/example/students_t_example2.cpp
+++ b/example/students_t_example2.cpp
@@ -59,7 +59,7 @@ double data [values] = {25.06, 25.18, 24.87, 25.51, 25.34, 25.41};
 int main()
 {
    cout << "Example2 using Student's t function. ";
-#if defined(__FILE__) && defined(__TIMESTAMP__)
+#if defined(__FILE__) && defined(__TIMESTAMP__) && defined(_MSC_FULL_VER)
    cout << "  " << __FILE__ << ' ' << __TIMESTAMP__ << ' '<< _MSC_FULL_VER;
 #endif
    cout << endl;
@@ -123,3 +123,4 @@ students_t_example2 - 0 error(s), 0 warning(s)
 
 
 
+
diff --git a/example/students_t_single_sample.cpp b/example/students_t_single_sample.cpp
index 101835ae4..87ec6b515 100644
--- a/example/students_t_single_sample.cpp
+++ b/example/students_t_single_sample.cpp
@@ -196,14 +196,14 @@ void single_sample_find_df(double M, double Sm, double Sd)
    //
    // Now print out the data for the table rows.
    //
-   for(unsigned i = 0; i < sizeof(alpha)/sizeof(alpha[0]); ++i)
+   for(unsigned i = 1; i < sizeof(alpha)/sizeof(alpha[0]); ++i)
    {
       // Confidence value:
       cout << fixed << setprecision(3) << setw(10) << right << 100 * (1-alpha[i]);
       // calculate df for single sided test:
       double df = students_t::find_degrees_of_freedom(
          fabs(M - Sm), alpha[i], alpha[i], Sd);
-      // convert to sample size:
+      // convert to sample size, always one more than the degrees of freedom:
       double size = ceil(df) + 1;
       // Print size:
       cout << fixed << setprecision(0) << setw(16) << right << size;
@@ -408,7 +408,6 @@ Confidence       Estimated          Estimated
  Value (%)      Sample Size        Sample Size
               (one sided test)    (two sided test)
 _______________________________________________________________
-    50.000               2               2
     75.000               3               4
     90.000               7               9
     95.000              11              13
diff --git a/include/boost/math/bindings/detail/big_digamma.hpp b/include/boost/math/bindings/detail/big_digamma.hpp
new file mode 100644
index 000000000..3d7819b50
--- /dev/null
+++ b/include/boost/math/bindings/detail/big_digamma.hpp
@@ -0,0 +1,294 @@
+//  (C) Copyright John Maddock 2006-8.
+//  Use, modification and distribution are subject to the
+//  Boost Software License, Version 1.0. (See accompanying file
+//  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
+
+#ifndef BOOST_MATH_NTL_DIGAMMA
+#define BOOST_MATH_NTL_DIGAMMA
+
+#include 
+#include 
+#include 
+
+namespace boost{ namespace math{ namespace detail{
+
+template 
+T big_digamma_helper(T x)
+{
+      static const T P[61] = {
+         boost::lexical_cast("0.6660133691143982067148122682345055274952e81"),
+         boost::lexical_cast("0.6365271516829242456324234577164675383137e81"),
+         boost::lexical_cast("0.2991038873096202943405966144203628966976e81"),
+         boost::lexical_cast("0.9211116495503170498076013367421231351115e80"),
+         boost::lexical_cast("0.2090792764676090716286400360584443891749e80"),
+         boost::lexical_cast("0.3730037777359591428226035156377978092809e79"),
+         boost::lexical_cast("0.5446396536956682043376492370432031543834e78"),
+         boost::lexical_cast("0.6692523966335177847425047827449069256345e77"),
+         boost::lexical_cast("0.7062543624100864681625612653756619116848e76"),
+         boost::lexical_cast("0.6499914905966283735005256964443226879158e75"),
+         boost::lexical_cast("0.5280364564853225211197557708655426736091e74"),
+         boost::lexical_cast("0.3823205608981176913075543599005095206953e73"),
+         boost::lexical_cast("0.2486733714214237704739129972671154532415e72"),
+         boost::lexical_cast("0.1462562139602039577983434547171318011675e71"),
+         boost::lexical_cast("0.7821169065036815012381267259559910324285e69"),
+         boost::lexical_cast("0.3820552182348155468636157988764435365078e68"),
+         boost::lexical_cast("0.1711618296983598244658239925535632505062e67"),
+         boost::lexical_cast("0.7056661618357643731419080738521475204245e65"),
+         boost::lexical_cast("0.2685246896473614017356264531791459936036e64"),
+         boost::lexical_cast("0.9455168125599643085283071944864977592391e62"),
+         boost::lexical_cast("0.3087541626972538362237309145177486236219e61"),
+         boost::lexical_cast("0.9367928873352980208052601301625005737407e59"),
+         boost::lexical_cast("0.2645306130689794942883818547314327466007e58"),
+         boost::lexical_cast("0.6961815141171454309161007351079576190079e56"),
+         boost::lexical_cast("0.1709637824471794552313802669803885946843e55"),
+         boost::lexical_cast("0.3921553258481531526663112728778759311158e53"),
+         boost::lexical_cast("0.8409006354449988687714450897575728228696e51"),
+         boost::lexical_cast("0.1686755204461325935742097669030363344927e50"),
+         boost::lexical_cast("0.3166653542877070999007425197729038754254e48"),
+         boost::lexical_cast("0.5566029092358215049069560272835654229637e46"),
+         boost::lexical_cast("0.9161766287916328133080586672953875116242e44"),
+         boost::lexical_cast("1412317772330871298317974693514430627922000"),
+         boost::lexical_cast("20387991986727877473732570146112459874790"),
+         boost::lexical_cast("275557928713904105182512535678580359839.3"),
+         boost::lexical_cast("3485719851040516559072031256589598330.723"),
+         boost::lexical_cast("41247046743564028399938106707656877.40859"),
+         boost::lexical_cast("456274078125709314602601667471879.0147312"),
+         boost::lexical_cast("4714450683242899367025707077155.310613012"),
+         boost::lexical_cast("45453933537925041680009544258.75073849996"),
+         boost::lexical_cast("408437900487067278846361972.302331241052"),
+         boost::lexical_cast("3415719344386166273085838.705771571751035"),
+         boost::lexical_cast("26541502879185876562320.93134691487351145"),
+         boost::lexical_cast("191261415065918713661.1571433274648417668"),
+         boost::lexical_cast("1275349770108718421.645275944284937551702"),
+         boost::lexical_cast("7849171120971773.318910987434906905704272"),
+         boost::lexical_cast("44455946386549.80866460312682983576538056"),
+         boost::lexical_cast("230920362395.3198137186361608905136598046"),
+         boost::lexical_cast("1095700096.240863858624279930600654130254"),
+         boost::lexical_cast("4727085.467506050153744334085516289728134"),
+         boost::lexical_cast("18440.75118859447173303252421991479005424"),
+         boost::lexical_cast("64.62515887799460295677071749181651317052"),
+         boost::lexical_cast("0.201851568864688406206528472883512147547"),
+         boost::lexical_cast("0.0005565091674187978029138500039504078098143"),
+         boost::lexical_cast("0.1338097668312907986354698683493366559613e-5"),
+         boost::lexical_cast("0.276308225077464312820179030238305271638e-8"),
+         boost::lexical_cast("0.4801582970473168520375942100071070575043e-11"),
+         boost::lexical_cast("0.6829184144212920949740376186058541800175e-14"),
+         boost::lexical_cast("0.7634080076358511276617829524639455399182e-17"),
+         boost::lexical_cast("0.6290035083727140966418512608156646142409e-20"),
+         boost::lexical_cast("0.339652245667538733044036638506893821352e-23"),
+         boost::lexical_cast("0.9017518064256388530773585529891677854909e-27")
+      };
+      static const T Q[61] = {
+         boost::lexical_cast("0"),
+         boost::lexical_cast("0.1386831185456898357379390197203894063459e81"),
+         boost::lexical_cast("0.6467076379487574703291056110838151259438e81"),
+         boost::lexical_cast("0.1394967823848615838336194279565285465161e82"),
+         boost::lexical_cast("0.1872927317344192945218570366455046340458e82"),
+         boost::lexical_cast("0.1772461045338946243584650759986310355937e82"),
+         boost::lexical_cast("0.1267294892200258648315971144069595555118e82"),
+         boost::lexical_cast("0.7157764838362416821508872117623058626589e81"),
+         boost::lexical_cast("0.329447266909948668265277828268378274513e81"),
+         boost::lexical_cast("0.1264376077317689779509250183194342571207e81"),
+         boost::lexical_cast("0.4118230304191980787640446056583623228873e80"),
+         boost::lexical_cast("0.1154393529762694616405952270558316515261e80"),
+         boost::lexical_cast("0.281655612889423906125295485693696744275e79"),
+         boost::lexical_cast("0.6037483524928743102724159846414025482077e78"),
+         boost::lexical_cast("0.1145927995397835468123576831800276999614e78"),
+         boost::lexical_cast("0.1938624296151985600348534009382865995154e77"),
+         boost::lexical_cast("0.293980925856227626211879961219188406675e76"),
+         boost::lexical_cast("0.4015574518216966910319562902099567437832e75"),
+         boost::lexical_cast("0.4961475457509727343545565970423431880907e74"),
+         boost::lexical_cast("0.5565482348278933960215521991000378896338e73"),
+         boost::lexical_cast("0.5686112924615820754631098622770303094938e72"),
+         boost::lexical_cast("0.5305988545844796293285410303747469932856e71"),
+         boost::lexical_cast("0.4533363413802585060568537458067343491358e70"),
+         boost::lexical_cast("0.3553932059473516064068322757331575565718e69"),
+         boost::lexical_cast("0.2561198565218704414618802902533972354203e68"),
+         boost::lexical_cast("0.1699519313292900324098102065697454295572e67"),
+         boost::lexical_cast("0.1039830160862334505389615281373574959236e66"),
+         boost::lexical_cast("0.5873082967977428281000961954715372504986e64"),
+         boost::lexical_cast("0.3065255179030575882202133042549783442446e63"),
+         boost::lexical_cast("0.1479494813481364701208655943688307245459e62"),
+         boost::lexical_cast("0.6608150467921598615495180659808895663164e60"),
+         boost::lexical_cast("0.2732535313770902021791888953487787496976e59"),
+         boost::lexical_cast("0.1046402297662493314531194338414508049069e58"),
+         boost::lexical_cast("0.3711375077192882936085049147920021549622e56"),
+         boost::lexical_cast("0.1219154482883895482637944309702972234576e55"),
+         boost::lexical_cast("0.3708359374149458741391374452286837880162e53"),
+         boost::lexical_cast("0.1044095509971707189716913168889769471468e52"),
+         boost::lexical_cast("0.271951506225063286130946773813524945052e50"),
+         boost::lexical_cast("0.6548016291215163843464133978454065823866e48"),
+         boost::lexical_cast("0.1456062447610542135403751730809295219344e47"),
+         boost::lexical_cast("0.2986690175077969760978388356833006028929e45"),
+         boost::lexical_cast("5643149706574013350061247429006443326844000"),
+         boost::lexical_cast("98047545414467090421964387960743688053480"),
+         boost::lexical_cast("1563378767746846395507385099301468978550"),
+         boost::lexical_cast("22823360528584500077862274918382796495"),
+         boost::lexical_cast("304215527004115213046601295970388750"),
+         boost::lexical_cast("3690289075895685793844344966820325"),
+         boost::lexical_cast("40584512015702371433911456606050"),
+         boost::lexical_cast("402834190897282802772754873905"),
+         boost::lexical_cast("3589522158493606918146495750"),
+         boost::lexical_cast("28530557707503483723634725"),
+         boost::lexical_cast("200714561335055753000730"),
+         boost::lexical_cast("1237953783437761888641"),
+         boost::lexical_cast("6614698701445762950"),
+         boost::lexical_cast("30155495647727505"),
+         boost::lexical_cast("114953256021450"),
+         boost::lexical_cast("356398020013"),
+         boost::lexical_cast("863113950"),
+         boost::lexical_cast("1531345"),
+         boost::lexical_cast("1770"),
+         boost::lexical_cast("1")
+      };
+      static const T PD[60] = {
+         boost::lexical_cast("0.6365271516829242456324234577164675383137e81"),
+         2*boost::lexical_cast("0.2991038873096202943405966144203628966976e81"),
+         3*boost::lexical_cast("0.9211116495503170498076013367421231351115e80"),
+         4*boost::lexical_cast("0.2090792764676090716286400360584443891749e80"),
+         5*boost::lexical_cast("0.3730037777359591428226035156377978092809e79"),
+         6*boost::lexical_cast("0.5446396536956682043376492370432031543834e78"),
+         7*boost::lexical_cast("0.6692523966335177847425047827449069256345e77"),
+         8*boost::lexical_cast("0.7062543624100864681625612653756619116848e76"),
+         9*boost::lexical_cast("0.6499914905966283735005256964443226879158e75"),
+         10*boost::lexical_cast("0.5280364564853225211197557708655426736091e74"),
+         11*boost::lexical_cast("0.3823205608981176913075543599005095206953e73"),
+         12*boost::lexical_cast("0.2486733714214237704739129972671154532415e72"),
+         13*boost::lexical_cast("0.1462562139602039577983434547171318011675e71"),
+         14*boost::lexical_cast("0.7821169065036815012381267259559910324285e69"),
+         15*boost::lexical_cast("0.3820552182348155468636157988764435365078e68"),
+         16*boost::lexical_cast("0.1711618296983598244658239925535632505062e67"),
+         17*boost::lexical_cast("0.7056661618357643731419080738521475204245e65"),
+         18*boost::lexical_cast("0.2685246896473614017356264531791459936036e64"),
+         19*boost::lexical_cast("0.9455168125599643085283071944864977592391e62"),
+         20*boost::lexical_cast("0.3087541626972538362237309145177486236219e61"),
+         21*boost::lexical_cast("0.9367928873352980208052601301625005737407e59"),
+         22*boost::lexical_cast("0.2645306130689794942883818547314327466007e58"),
+         23*boost::lexical_cast("0.6961815141171454309161007351079576190079e56"),
+         24*boost::lexical_cast("0.1709637824471794552313802669803885946843e55"),
+         25*boost::lexical_cast("0.3921553258481531526663112728778759311158e53"),
+         26*boost::lexical_cast("0.8409006354449988687714450897575728228696e51"),
+         27*boost::lexical_cast("0.1686755204461325935742097669030363344927e50"),
+         28*boost::lexical_cast("0.3166653542877070999007425197729038754254e48"),
+         29*boost::lexical_cast("0.5566029092358215049069560272835654229637e46"),
+         30*boost::lexical_cast("0.9161766287916328133080586672953875116242e44"),
+         31*boost::lexical_cast("1412317772330871298317974693514430627922000"),
+         32*boost::lexical_cast("20387991986727877473732570146112459874790"),
+         33*boost::lexical_cast("275557928713904105182512535678580359839.3"),
+         34*boost::lexical_cast("3485719851040516559072031256589598330.723"),
+         35*boost::lexical_cast("41247046743564028399938106707656877.40859"),
+         36*boost::lexical_cast("456274078125709314602601667471879.0147312"),
+         37*boost::lexical_cast("4714450683242899367025707077155.310613012"),
+         38*boost::lexical_cast("45453933537925041680009544258.75073849996"),
+         39*boost::lexical_cast("408437900487067278846361972.302331241052"),
+         40*boost::lexical_cast("3415719344386166273085838.705771571751035"),
+         41*boost::lexical_cast("26541502879185876562320.93134691487351145"),
+         42*boost::lexical_cast("191261415065918713661.1571433274648417668"),
+         43*boost::lexical_cast("1275349770108718421.645275944284937551702"),
+         44*boost::lexical_cast("7849171120971773.318910987434906905704272"),
+         45*boost::lexical_cast("44455946386549.80866460312682983576538056"),
+         46*boost::lexical_cast("230920362395.3198137186361608905136598046"),
+         47*boost::lexical_cast("1095700096.240863858624279930600654130254"),
+         48*boost::lexical_cast("4727085.467506050153744334085516289728134"),
+         49*boost::lexical_cast("18440.75118859447173303252421991479005424"),
+         50*boost::lexical_cast("64.62515887799460295677071749181651317052"),
+         51*boost::lexical_cast("0.201851568864688406206528472883512147547"),
+         52*boost::lexical_cast("0.0005565091674187978029138500039504078098143"),
+         53*boost::lexical_cast("0.1338097668312907986354698683493366559613e-5"),
+         54*boost::lexical_cast("0.276308225077464312820179030238305271638e-8"),
+         55*boost::lexical_cast("0.4801582970473168520375942100071070575043e-11"),
+         56*boost::lexical_cast("0.6829184144212920949740376186058541800175e-14"),
+         57*boost::lexical_cast("0.7634080076358511276617829524639455399182e-17"),
+         58*boost::lexical_cast("0.6290035083727140966418512608156646142409e-20"),
+         59*boost::lexical_cast("0.339652245667538733044036638506893821352e-23"),
+         60*boost::lexical_cast("0.9017518064256388530773585529891677854909e-27")
+      };
+      static const T QD[60] = {
+         boost::lexical_cast("0.1386831185456898357379390197203894063459e81"),
+         2*boost::lexical_cast("0.6467076379487574703291056110838151259438e81"),
+         3*boost::lexical_cast("0.1394967823848615838336194279565285465161e82"),
+         4*boost::lexical_cast("0.1872927317344192945218570366455046340458e82"),
+         5*boost::lexical_cast("0.1772461045338946243584650759986310355937e82"),
+         6*boost::lexical_cast("0.1267294892200258648315971144069595555118e82"),
+         7*boost::lexical_cast("0.7157764838362416821508872117623058626589e81"),
+         8*boost::lexical_cast("0.329447266909948668265277828268378274513e81"),
+         9*boost::lexical_cast("0.1264376077317689779509250183194342571207e81"),
+         10*boost::lexical_cast("0.4118230304191980787640446056583623228873e80"),
+         11*boost::lexical_cast("0.1154393529762694616405952270558316515261e80"),
+         12*boost::lexical_cast("0.281655612889423906125295485693696744275e79"),
+         13*boost::lexical_cast("0.6037483524928743102724159846414025482077e78"),
+         14*boost::lexical_cast("0.1145927995397835468123576831800276999614e78"),
+         15*boost::lexical_cast("0.1938624296151985600348534009382865995154e77"),
+         16*boost::lexical_cast("0.293980925856227626211879961219188406675e76"),
+         17*boost::lexical_cast("0.4015574518216966910319562902099567437832e75"),
+         18*boost::lexical_cast("0.4961475457509727343545565970423431880907e74"),
+         19*boost::lexical_cast("0.5565482348278933960215521991000378896338e73"),
+         20*boost::lexical_cast("0.5686112924615820754631098622770303094938e72"),
+         21*boost::lexical_cast("0.5305988545844796293285410303747469932856e71"),
+         22*boost::lexical_cast("0.4533363413802585060568537458067343491358e70"),
+         23*boost::lexical_cast("0.3553932059473516064068322757331575565718e69"),
+         24*boost::lexical_cast("0.2561198565218704414618802902533972354203e68"),
+         25*boost::lexical_cast("0.1699519313292900324098102065697454295572e67"),
+         26*boost::lexical_cast("0.1039830160862334505389615281373574959236e66"),
+         27*boost::lexical_cast("0.5873082967977428281000961954715372504986e64"),
+         28*boost::lexical_cast("0.3065255179030575882202133042549783442446e63"),
+         29*boost::lexical_cast("0.1479494813481364701208655943688307245459e62"),
+         30*boost::lexical_cast("0.6608150467921598615495180659808895663164e60"),
+         31*boost::lexical_cast("0.2732535313770902021791888953487787496976e59"),
+         32*boost::lexical_cast("0.1046402297662493314531194338414508049069e58"),
+         33*boost::lexical_cast("0.3711375077192882936085049147920021549622e56"),
+         34*boost::lexical_cast("0.1219154482883895482637944309702972234576e55"),
+         35*boost::lexical_cast("0.3708359374149458741391374452286837880162e53"),
+         36*boost::lexical_cast("0.1044095509971707189716913168889769471468e52"),
+         37*boost::lexical_cast("0.271951506225063286130946773813524945052e50"),
+         38*boost::lexical_cast("0.6548016291215163843464133978454065823866e48"),
+         39*boost::lexical_cast("0.1456062447610542135403751730809295219344e47"),
+         40*boost::lexical_cast("0.2986690175077969760978388356833006028929e45"),
+         41*boost::lexical_cast("5643149706574013350061247429006443326844000"),
+         42*boost::lexical_cast("98047545414467090421964387960743688053480"),
+         43*boost::lexical_cast("1563378767746846395507385099301468978550"),
+         44*boost::lexical_cast("22823360528584500077862274918382796495"),
+         45*boost::lexical_cast("304215527004115213046601295970388750"),
+         46*boost::lexical_cast("3690289075895685793844344966820325"),
+         47*boost::lexical_cast("40584512015702371433911456606050"),
+         48*boost::lexical_cast("402834190897282802772754873905"),
+         49*boost::lexical_cast("3589522158493606918146495750"),
+         50*boost::lexical_cast("28530557707503483723634725"),
+         51*boost::lexical_cast("200714561335055753000730"),
+         52*boost::lexical_cast("1237953783437761888641"),
+         53*boost::lexical_cast("6614698701445762950"),
+         54*boost::lexical_cast("30155495647727505"),
+         55*boost::lexical_cast("114953256021450"),
+         56*boost::lexical_cast("356398020013"),
+         57*boost::lexical_cast("863113950"),
+         58*boost::lexical_cast("1531345"),
+         59*boost::lexical_cast("1770"),
+         60*boost::lexical_cast("1")
+      };
+   static const double g = 63.192152;
+
+   T zgh = x + g - 0.5;
+
+   T result = (x - 0.5) / zgh;
+   result += log(zgh);
+   result += tools::evaluate_polynomial(PD, x) / tools::evaluate_polynomial(P, x);
+   result -= tools::evaluate_polynomial(QD, x) / tools::evaluate_polynomial(Q, x);
+   result -= 1;
+
+   return result;
+}
+
+template 
+T big_digamma(T x)
+{
+   BOOST_MATH_STD_USING
+   if(x < 0)
+   {
+      return big_digamma_helper(static_cast(1-x)) + constants::pi() / tan(constants::pi() * (1-x));
+   }
+   return big_digamma_helper(x);
+}
+
+}}}
+
+#endif // include guard
diff --git a/tools/ntl_rr_lanczos.hpp b/include/boost/math/bindings/detail/big_lanczos.hpp
similarity index 95%
rename from tools/ntl_rr_lanczos.hpp
rename to include/boost/math/bindings/detail/big_lanczos.hpp
index 750d87c22..ddd98a645 100644
--- a/tools/ntl_rr_lanczos.hpp
+++ b/include/boost/math/bindings/detail/big_lanczos.hpp
@@ -1,15 +1,16 @@
-//  (C) Copyright John Maddock 2006.
+//  (C) Copyright John Maddock 2006-8.
 //  Use, modification and distribution are subject to the
 //  Boost Software License, Version 1.0. (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 
-#ifndef BOOST_LARGE_LANCZOS_HPP
-#define BOOST_LARGE_LANCZOS_HPP
+#ifndef BOOST_BIG_LANCZOS_HPP
+#define BOOST_BIG_LANCZOS_HPP
 
-#include 
 #include 
 #include 
 
+namespace boost{ namespace math{ namespace lanczos{
+
 struct lanczos13UDT
 {
    template 
@@ -174,29 +175,29 @@ struct lanczos22UDT
          boost::lexical_cast("1167.501919472435718934219997431551246996"),
          boost::lexical_cast("2.50662827463100050241576528481104525333"),
       };
-      static const boost::uint64_t denom[22] = {
-         (0uLL),
-         (2432902008176640000uLL),
-         (8752948036761600000uLL),
-         (13803759753640704000uLL),
-         (12870931245150988800uLL),
-         (8037811822645051776uLL),
-         (3599979517947607200uLL),
-         (1206647803780373360uLL),
-         (311333643161390640uLL),
-         (63030812099294896uLL),
-         (10142299865511450uLL),
-         (1307535010540395uLL),
-         (135585182899530uLL),
-         (11310276995381uLL),
-         (756111184500uLL),
-         (40171771630uLL),
-         (1672280820uLL),
-         (53327946uLL),
-         (1256850uLL),
-         (20615uLL),
-         (210uLL),
-         (1uLL),
+      static const T denom[22] = {
+         boost::lexical_cast("0"),
+         boost::lexical_cast("2432902008176640000"),
+         boost::lexical_cast("8752948036761600000"),
+         boost::lexical_cast("13803759753640704000"),
+         boost::lexical_cast("12870931245150988800"),
+         boost::lexical_cast("8037811822645051776"),
+         boost::lexical_cast("3599979517947607200"),
+         boost::lexical_cast("1206647803780373360"),
+         boost::lexical_cast("311333643161390640"),
+         boost::lexical_cast("63030812099294896"),
+         boost::lexical_cast("10142299865511450"),
+         boost::lexical_cast("1307535010540395"),
+         boost::lexical_cast("135585182899530"),
+         boost::lexical_cast("11310276995381"),
+         boost::lexical_cast("756111184500"),
+         boost::lexical_cast("40171771630"),
+         boost::lexical_cast("1672280820"),
+         boost::lexical_cast("53327946"),
+         boost::lexical_cast("1256850"),
+         boost::lexical_cast("20615"),
+         boost::lexical_cast("210"),
+         boost::lexical_cast("1"),
       };
       return boost::math::tools::evaluate_rational(num, denom, z, 22);
    }
@@ -228,29 +229,29 @@ struct lanczos22UDT
          boost::lexical_cast("0.1753839324538447655939518484052327068859e-6"),
          boost::lexical_cast("0.3765495513732730583386223384116545391759e-9"),
       };
-      static const boost::uint64_t denom[22] = {
-         (0uLL),
-         (2432902008176640000uLL),
-         (8752948036761600000uLL),
-         (13803759753640704000uLL),
-         (12870931245150988800uLL),
-         (8037811822645051776uLL),
-         (3599979517947607200uLL),
-         (1206647803780373360uLL),
-         (311333643161390640uLL),
-         (63030812099294896uLL),
-         (10142299865511450uLL),
-         (1307535010540395uLL),
-         (135585182899530uLL),
-         (11310276995381uLL),
-         (756111184500uLL),
-         (40171771630uLL),
-         (1672280820uLL),
-         (53327946uLL),
-         (1256850uLL),
-         (20615uLL),
-         (210uLL),
-         (1uLL),
+      static const T denom[22] = {
+         boost::lexical_cast("0"),
+         boost::lexical_cast("2432902008176640000"),
+         boost::lexical_cast("8752948036761600000"),
+         boost::lexical_cast("13803759753640704000"),
+         boost::lexical_cast("12870931245150988800"),
+         boost::lexical_cast("8037811822645051776"),
+         boost::lexical_cast("3599979517947607200"),
+         boost::lexical_cast("1206647803780373360"),
+         boost::lexical_cast("311333643161390640"),
+         boost::lexical_cast("63030812099294896"),
+         boost::lexical_cast("10142299865511450"),
+         boost::lexical_cast("1307535010540395"),
+         boost::lexical_cast("135585182899530"),
+         boost::lexical_cast("11310276995381"),
+         boost::lexical_cast("756111184500"),
+         boost::lexical_cast("40171771630"),
+         boost::lexical_cast("1672280820"),
+         boost::lexical_cast("53327946"),
+         boost::lexical_cast("1256850"),
+         boost::lexical_cast("20615"),
+         boost::lexical_cast("210"),
+         boost::lexical_cast("1"),
       };
       return boost::math::tools::evaluate_rational(num, denom, z, 22);
    }
@@ -645,7 +646,7 @@ struct lanczos61UDT
          boost::lexical_cast("-0.163907874717737848669759890242660846846105433791283903651924563157080252845636658802930428e-44"),
       };
       T result = d[0];
-      for(int k = 1; k < sizeof(d)/sizeof(d[0]); ++k)
+      for(unsigned k = 1; k < sizeof(d)/sizeof(d[0]); ++k)
       {
          result += d[k]/(z+(k-1));
       }
@@ -720,7 +721,7 @@ struct lanczos61UDT
          boost::lexical_cast("-0.589653534231618730406843260601322236697428143603814281282790370329151249078338470962782338e-72"),
       };
       T result = d[0];
-      for(int k = 1; k < sizeof(d)/sizeof(d[0]); ++k)
+      for(unsigned k = 1; k < sizeof(d)/sizeof(d[0]); ++k)
       {
          result += d[k]/(z+(k-1));
       }
@@ -794,7 +795,7 @@ struct lanczos61UDT
          boost::lexical_cast("-0.285425405297633795767452984791738825078111150078605004958179057245980222485147999495352632e-71"),
       };
       T result = 0;
-      for(int k = 1; k <= sizeof(d)/sizeof(d[0]); ++k)
+      for(unsigned k = 1; k <= sizeof(d)/sizeof(d[0]); ++k)
       {
          result += (-d[k-1]*dz)/(k*dz + k*k);
       }
@@ -869,7 +870,7 @@ struct lanczos61UDT
       };
       T result = 0;
       T z = dz + 2;
-      for(int k = 1; k <= sizeof(d)/sizeof(d[0]); ++k)
+      for(unsigned k = 1; k <= sizeof(d)/sizeof(d[0]); ++k)
       {
          result += (-d[k-1]*dz)/(z + k*z + k*k - 1);
       }
@@ -879,23 +880,7 @@ struct lanczos61UDT
    static double g(){ return 63.19215200000000010049916454590857028961181640625; }
 };
 
-namespace boost{ namespace math{ namespace lanczos{
-
-template
-struct lanczos
-{
-#ifdef L13
-   typedef lanczos13UDT type;
-#elif defined(L22)
-   typedef lanczos22UDT type;
-#elif defined(L31)
-   typedef lanczos31UDT type;
-#else
-   typedef lanczos61UDT type;
-#endif
-};
-
-}}}
+}}} // namespaces
 
 #endif
 
diff --git a/include/boost/math/bindings/mpfr.hpp b/include/boost/math/bindings/mpfr.hpp
new file mode 100644
index 000000000..25336cadc
--- /dev/null
+++ b/include/boost/math/bindings/mpfr.hpp
@@ -0,0 +1,850 @@
+//  Copyright John Maddock 2008.
+//  Use, modification and distribution are subject to the
+//  Boost Software License, Version 1.0. (See accompanying file
+//  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
+//
+// Wrapper that works with mpfr_class defined in gmpfrxx.h
+// See http://math.berkeley.edu/~wilken/code/gmpfrxx/
+// Also requires the gmp and mpfr libraries.
+//
+
+#ifndef BOOST_MATH_MPLFR_BINDINGS_HPP
+#define BOOST_MATH_MPLFR_BINDINGS_HPP
+
+#include 
+#include 
+#include 
+#include 
+#include 
+#include 
+#include 
+#include 
+
+inline mpfr_class fabs(const mpfr_class& v)
+{
+   return abs(v);
+}
+
+inline mpfr_class pow(const mpfr_class& b, const mpfr_class e)
+{
+   mpfr_class result;
+   mpfr_pow(result.__get_mp(), b.__get_mp(), e.__get_mp(), GMP_RNDN);
+   return result;
+}
+
+inline mpfr_class ldexp(const mpfr_class& v, int e)
+{
+   //int e = mpfr_get_exp(*v.__get_mp());
+   mpfr_class result(v);
+   mpfr_set_exp(result.__get_mp(), e);
+   return result;
+}
+
+inline mpfr_class frexp(const mpfr_class& v, int* expon)
+{
+   int e = mpfr_get_exp(v.__get_mp());
+   mpfr_class result(v);
+   mpfr_set_exp(result.__get_mp(), 0);
+   *expon = e;
+   return result;
+}
+
+mpfr_class fmod(const mpfr_class& v1, const mpfr_class& v2)
+{
+   mpfr_class n;
+   if(v1 < 0)
+      n = ceil(v1 / v2);
+   else
+      n = floor(v1 / v2);
+   return v1 - n * v2;
+}
+
+template 
+inline mpfr_class modf(const mpfr_class& v, long long* ipart, const Policy& pol)
+{
+   *ipart = lltrunc(v, pol);
+   return v - boost::math::tools::real_cast(*ipart);
+}
+template 
+inline int iround(mpfr_class const& x, const Policy& pol)
+{
+   return boost::math::tools::real_cast(boost::math::round(x, pol));
+}
+
+template 
+inline long lround(mpfr_class const& x, const Policy& pol)
+{
+   return boost::math::tools::real_cast(boost::math::round(x, pol));
+}
+
+template 
+inline long long llround(mpfr_class const& x, const Policy& pol)
+{
+   return boost::math::tools::real_cast(boost::math::round(x, pol));
+}
+
+template 
+inline int itrunc(mpfr_class const& x, const Policy& pol)
+{
+   return boost::math::tools::real_cast(boost::math::trunc(x, pol));
+}
+
+template 
+inline long ltrunc(mpfr_class const& x, const Policy& pol)
+{
+   return boost::math::tools::real_cast(boost::math::trunc(x, pol));
+}
+
+template 
+inline long long lltrunc(mpfr_class const& x, const Policy& pol)
+{
+   return boost::math::tools::real_cast(boost::math::trunc(x, pol));
+}
+
+namespace boost{ namespace math{
+
+#if defined(__GNUC__) && (__GNUC__ < 4)
+   using ::iround;
+   using ::lround;
+   using ::llround;
+   using ::itrunc;
+   using ::ltrunc;
+   using ::lltrunc;
+   using ::modf;
+#endif
+
+namespace lanczos{
+
+struct mpfr_lanczos
+{
+   static mpfr_class lanczos_sum(const mpfr_class& z)
+   {
+      unsigned long p = z.get_dprec();
+      if(p <= 72)
+         return lanczos13UDT::lanczos_sum(z);
+      else if(p <= 120)
+         return lanczos22UDT::lanczos_sum(z);
+      else if(p <= 170)
+         return lanczos31UDT::lanczos_sum(z);
+      else //if(p <= 370) approx 100 digit precision:
+         return lanczos61UDT::lanczos_sum(z);
+   }
+   static mpfr_class lanczos_sum_expG_scaled(const mpfr_class& z)
+   {
+      unsigned long p = z.get_dprec();
+      if(p <= 72)
+         return lanczos13UDT::lanczos_sum_expG_scaled(z);
+      else if(p <= 120)
+         return lanczos22UDT::lanczos_sum_expG_scaled(z);
+      else if(p <= 170)
+         return lanczos31UDT::lanczos_sum_expG_scaled(z);
+      else //if(p <= 370) approx 100 digit precision:
+         return lanczos61UDT::lanczos_sum_expG_scaled(z);
+   }
+   static mpfr_class lanczos_sum_near_1(const mpfr_class& z)
+   {
+      unsigned long p = z.get_dprec();
+      if(p <= 72)
+         return lanczos13UDT::lanczos_sum_near_1(z);
+      else if(p <= 120)
+         return lanczos22UDT::lanczos_sum_near_1(z);
+      else if(p <= 170)
+         return lanczos31UDT::lanczos_sum_near_1(z);
+      else //if(p <= 370) approx 100 digit precision:
+         return lanczos61UDT::lanczos_sum_near_1(z);
+   }
+   static mpfr_class lanczos_sum_near_2(const mpfr_class& z)
+   {
+      unsigned long p = z.get_dprec();
+      if(p <= 72)
+         return lanczos13UDT::lanczos_sum_near_2(z);
+      else if(p <= 120)
+         return lanczos22UDT::lanczos_sum_near_2(z);
+      else if(p <= 170)
+         return lanczos31UDT::lanczos_sum_near_2(z);
+      else //if(p <= 370) approx 100 digit precision:
+         return lanczos61UDT::lanczos_sum_near_2(z);
+   }
+   static mpfr_class g()
+   { 
+      unsigned long p = mpfr_class::get_dprec();
+      if(p <= 72)
+         return lanczos13UDT::g();
+      else if(p <= 120)
+         return lanczos22UDT::g();
+      else if(p <= 170)
+         return lanczos31UDT::g();
+      else //if(p <= 370) approx 100 digit precision:
+         return lanczos61UDT::g();
+   }
+};
+
+template
+struct lanczos
+{
+   typedef mpfr_lanczos type;
+};
+
+} // namespace lanczos
+
+namespace tools
+{
+
+template 
+struct promote_arg<__gmp_expr >
+{ // If T is integral type, then promote to double.
+  typedef mpfr_class type;
+};
+
+template<>
+inline int digits(BOOST_MATH_EXPLICIT_TEMPLATE_TYPE_SPEC(mpfr_class))
+{
+   return mpfr_class::get_dprec();
+}
+
+namespace detail{
+
+template
+void convert_to_long_result(mpfr_class const& r, I& result)
+{
+   result = 0;
+   I last_result(0);
+   mpfr_class t(r);
+   double term;
+   do
+   {
+      term = real_cast(t);
+      last_result = result;
+      result += static_cast(term);
+      t -= term;
+   }while(result != last_result);
+}
+
+}
+
+template <>
+inline mpfr_class real_cast(long long t)
+{
+   mpfr_class result;
+   int expon = 0;
+   int sign = 1;
+   if(t < 0)
+   {
+      sign = -1;
+      t = -t;
+   }
+   while(t)
+   {
+      result += ldexp((double)(t & 0xffffL), expon);
+      expon += 32;
+      t >>= 32;
+   }
+   return result * sign;
+}
+template <>
+inline unsigned real_cast(mpfr_class t)
+{
+   return t.get_ui();
+}
+template <>
+inline int real_cast(mpfr_class t)
+{
+   return t.get_si();
+}
+template <>
+inline double real_cast(mpfr_class t)
+{
+   return t.get_d();
+}
+template <>
+inline float real_cast(mpfr_class t)
+{
+   return static_cast(t.get_d());
+}
+template <>
+inline long real_cast(mpfr_class t)
+{
+   long result;
+   detail::convert_to_long_result(t, result);
+   return result;
+}
+template <>
+inline long long real_cast(mpfr_class t)
+{
+   long long result;
+   detail::convert_to_long_result(t, result);
+   return result;
+}
+
+template <>
+inline mpfr_class max_value(BOOST_MATH_EXPLICIT_TEMPLATE_TYPE_SPEC(mpfr_class))
+{
+   static bool has_init = false;
+   static mpfr_class val;
+   if(!has_init)
+   {
+      val = 0.5;
+      mpfr_set_exp(val.__get_mp(), mpfr_get_emax());
+      has_init = true;
+   }
+   return val;
+}
+
+template <>
+inline mpfr_class min_value(BOOST_MATH_EXPLICIT_TEMPLATE_TYPE_SPEC(mpfr_class))
+{
+   static bool has_init = false;
+   static mpfr_class val;
+   if(!has_init)
+   {
+      val = 0.5;
+      mpfr_set_exp(val.__get_mp(), mpfr_get_emin());
+      has_init = true;
+   }
+   return val;
+}
+
+template <>
+inline mpfr_class log_max_value(BOOST_MATH_EXPLICIT_TEMPLATE_TYPE_SPEC(mpfr_class))
+{
+   static bool has_init = false;
+   static mpfr_class val = max_value();
+   if(!has_init)
+   {
+      val = log(val);
+      has_init = true;
+   }
+   return val;
+}
+
+template <>
+inline mpfr_class log_min_value(BOOST_MATH_EXPLICIT_TEMPLATE_TYPE_SPEC(mpfr_class))
+{
+   static bool has_init = false;
+   static mpfr_class val = max_value();
+   if(!has_init)
+   {
+      val = log(val);
+      has_init = true;
+   }
+   return val;
+}
+
+template <>
+inline mpfr_class epsilon(BOOST_MATH_EXPLICIT_TEMPLATE_TYPE_SPEC(mpfr_class))
+{
+   return ldexp(mpfr_class(1), 1-boost::math::policies::digits >());
+}
+
+} // namespace tools
+
+namespace policies{
+
+template 
+struct evaluation<__gmp_expr, Policy>
+{
+   typedef mpfr_class type;
+};
+
+}
+
+template 
+inline mpfr_class skewness(const extreme_value_distribution& /*dist*/)
+{
+   //
+   // This is 12 * sqrt(6) * zeta(3) / pi^3:
+   // See http://mathworld.wolfram.com/ExtremeValueDistribution.html
+   //
+   return boost::lexical_cast("1.1395470994046486574927930193898461120875997958366");
+}
+
+template 
+inline mpfr_class skewness(const rayleigh_distribution& /*dist*/)
+{
+  // using namespace boost::math::constants;
+  return boost::lexical_cast("0.63111065781893713819189935154422777984404221106391");
+  // Computed using NTL at 150 bit, about 50 decimal digits.
+  // return 2 * root_pi() * pi_minus_three() / pow23_four_minus_pi();
+}
+
+template 
+inline mpfr_class kurtosis(const rayleigh_distribution& /*dist*/)
+{
+  // using namespace boost::math::constants;
+  return boost::lexical_cast("3.2450893006876380628486604106197544154170667057995");
+  // Computed using NTL at 150 bit, about 50 decimal digits.
+  // return 3 - (6 * pi() * pi() - 24 * pi() + 16) /
+  // (four_minus_pi() * four_minus_pi());
+}
+
+template 
+inline mpfr_class kurtosis_excess(const rayleigh_distribution& /*dist*/)
+{
+  //using namespace boost::math::constants;
+  // Computed using NTL at 150 bit, about 50 decimal digits.
+  return boost::lexical_cast("0.2450893006876380628486604106197544154170667057995");
+  // return -(6 * pi() * pi() - 24 * pi() + 16) /
+  //   (four_minus_pi() * four_minus_pi());
+} // kurtosis
+
+namespace detail{
+
+//
+// Version of Digamma accurate to ~100 decimal digits.
+//
+template 
+mpfr_class digamma_imp(mpfr_class x, const mpl::int_<0>* , const Policy& pol)
+{
+   //
+   // This handles reflection of negative arguments, and all our
+   // empfr_classor handling, then forwards to the T-specific approximation.
+   //
+   BOOST_MATH_STD_USING // ADL of std functions.
+
+   mpfr_class result = 0;
+   //
+   // Check for negative arguments and use reflection:
+   //
+   if(x < 0)
+   {
+      // Reflect:
+      x = 1 - x;
+      // Argument reduction for tan:
+      mpfr_class remainder = x - floor(x);
+      // Shift to negative if > 0.5:
+      if(remainder > 0.5)
+      {
+         remainder -= 1;
+      }
+      //
+      // check for evaluation at a negative pole:
+      //
+      if(remainder == 0)
+      {
+         return policies::raise_pole_error("boost::math::digamma<%1%>(%1%)", 0, (1-x), pol);
+      }
+      result = constants::pi() / tan(constants::pi() * remainder);
+   }
+   result += big_digamma(x);
+   return result;
+}
+//
+// Specialisations of this function provides the initial
+// starting guess for Halley iteration:
+//
+template 
+mpfr_class erf_inv_imp(const mpfr_class& p, const mpfr_class& q, const Policy&, const boost::mpl::int_<64>*)
+{
+   BOOST_MATH_STD_USING // for ADL of std names.
+
+   mpfr_class result = 0;
+   
+   if(p <= 0.5)
+   {
+      //
+      // Evaluate inverse erf using the rational approximation:
+      //
+      // x = p(p+10)(Y+R(p))
+      //
+      // Where Y is a constant, and R(p) is optimised for a low
+      // absolute empfr_classor compared to |Y|.
+      //
+      // double: Max empfr_classor found: 2.001849e-18
+      // long double: Max empfr_classor found: 1.017064e-20
+      // Maximum Deviation Found (actual empfr_classor term at infinite precision) 8.030e-21
+      //
+      static const float Y = 0.0891314744949340820313f;
+      static const mpfr_class P[] = {    
+         -0.000508781949658280665617,
+         -0.00836874819741736770379,
+         0.0334806625409744615033,
+         -0.0126926147662974029034,
+         -0.0365637971411762664006,
+         0.0219878681111168899165,
+         0.00822687874676915743155,
+         -0.00538772965071242932965
+      };
+      static const mpfr_class Q[] = {    
+         1,
+         -0.970005043303290640362,
+         -1.56574558234175846809,
+         1.56221558398423026363,
+         0.662328840472002992063,
+         -0.71228902341542847553,
+         -0.0527396382340099713954,
+         0.0795283687341571680018,
+         -0.00233393759374190016776,
+         0.000886216390456424707504
+      };
+      mpfr_class g = p * (p + 10);
+      mpfr_class r = tools::evaluate_polynomial(P, p) / tools::evaluate_polynomial(Q, p);
+      result = g * Y + g * r;
+   }
+   else if(q >= 0.25)
+   {
+      //
+      // Rational approximation for 0.5 > q >= 0.25
+      //
+      // x = sqrt(-2*log(q)) / (Y + R(q))
+      //
+      // Where Y is a constant, and R(q) is optimised for a low
+      // absolute empfr_classor compared to Y.
+      //
+      // double : Max empfr_classor found: 7.403372e-17
+      // long double : Max empfr_classor found: 6.084616e-20
+      // Maximum Deviation Found (empfr_classor term) 4.811e-20
+      //
+      static const float Y = 2.249481201171875f;
+      static const mpfr_class P[] = {    
+         -0.202433508355938759655,
+         0.105264680699391713268,
+         8.37050328343119927838,
+         17.6447298408374015486,
+         -18.8510648058714251895,
+         -44.6382324441786960818,
+         17.445385985570866523,
+         21.1294655448340526258,
+         -3.67192254707729348546
+      };
+      static const mpfr_class Q[] = {    
+         1,
+         6.24264124854247537712,
+         3.9713437953343869095,
+         -28.6608180499800029974,
+         -20.1432634680485188801,
+         48.5609213108739935468,
+         10.8268667355460159008,
+         -22.6436933413139721736,
+         1.72114765761200282724
+      };
+      mpfr_class g = sqrt(-2 * log(q));
+      mpfr_class xs = q - 0.25;
+      mpfr_class r = tools::evaluate_polynomial(P, xs) / tools::evaluate_polynomial(Q, xs);
+      result = g / (Y + r);
+   }
+   else
+   {
+      //
+      // For q < 0.25 we have a series of rational approximations all
+      // of the general form:
+      //
+      // let: x = sqrt(-log(q))
+      //
+      // Then the result is given by:
+      //
+      // x(Y+R(x-B))
+      //
+      // where Y is a constant, B is the lowest value of x for which 
+      // the approximation is valid, and R(x-B) is optimised for a low
+      // absolute empfr_classor compared to Y.
+      //
+      // Note that almost all code will really go through the first
+      // or maybe second approximation.  After than we're dealing with very
+      // small input values indeed: 80 and 128 bit long double's go all the
+      // way down to ~ 1e-5000 so the "tail" is rather long...
+      //
+      mpfr_class x = sqrt(-log(q));
+      if(x < 3)
+      {
+         // Max empfr_classor found: 1.089051e-20
+         static const float Y = 0.807220458984375f;
+         static const mpfr_class P[] = {    
+            -0.131102781679951906451,
+            -0.163794047193317060787,
+            0.117030156341995252019,
+            0.387079738972604337464,
+            0.337785538912035898924,
+            0.142869534408157156766,
+            0.0290157910005329060432,
+            0.00214558995388805277169,
+            -0.679465575181126350155e-6,
+            0.285225331782217055858e-7,
+            -0.681149956853776992068e-9
+         };
+         static const mpfr_class Q[] = {    
+            1,
+            3.46625407242567245975,
+            5.38168345707006855425,
+            4.77846592945843778382,
+            2.59301921623620271374,
+            0.848854343457902036425,
+            0.152264338295331783612,
+            0.01105924229346489121
+         };
+         mpfr_class xs = x - 1.125;
+         mpfr_class R = tools::evaluate_polynomial(P, xs) / tools::evaluate_polynomial(Q, xs);
+         result = Y * x + R * x;
+      }
+      else if(x < 6)
+      {
+         // Max empfr_classor found: 8.389174e-21
+         static const float Y = 0.93995571136474609375f;
+         static const mpfr_class P[] = {    
+            -0.0350353787183177984712,
+            -0.00222426529213447927281,
+            0.0185573306514231072324,
+            0.00950804701325919603619,
+            0.00187123492819559223345,
+            0.000157544617424960554631,
+            0.460469890584317994083e-5,
+            -0.230404776911882601748e-9,
+            0.266339227425782031962e-11
+         };
+         static const mpfr_class Q[] = {    
+            1,
+            1.3653349817554063097,
+            0.762059164553623404043,
+            0.220091105764131249824,
+            0.0341589143670947727934,
+            0.00263861676657015992959,
+            0.764675292302794483503e-4
+         };
+         mpfr_class xs = x - 3;
+         mpfr_class R = tools::evaluate_polynomial(P, xs) / tools::evaluate_polynomial(Q, xs);
+         result = Y * x + R * x;
+      }
+      else if(x < 18)
+      {
+         // Max empfr_classor found: 1.481312e-19
+         static const float Y = 0.98362827301025390625f;
+         static const mpfr_class P[] = {    
+            -0.0167431005076633737133,
+            -0.00112951438745580278863,
+            0.00105628862152492910091,
+            0.000209386317487588078668,
+            0.149624783758342370182e-4,
+            0.449696789927706453732e-6,
+            0.462596163522878599135e-8,
+            -0.281128735628831791805e-13,
+            0.99055709973310326855e-16
+         };
+         static const mpfr_class Q[] = {    
+            1,
+            0.591429344886417493481,
+            0.138151865749083321638,
+            0.0160746087093676504695,
+            0.000964011807005165528527,
+            0.275335474764726041141e-4,
+            0.282243172016108031869e-6
+         };
+         mpfr_class xs = x - 6;
+         mpfr_class R = tools::evaluate_polynomial(P, xs) / tools::evaluate_polynomial(Q, xs);
+         result = Y * x + R * x;
+      }
+      else if(x < 44)
+      {
+         // Max empfr_classor found: 5.697761e-20
+         static const float Y = 0.99714565277099609375f;
+         static const mpfr_class P[] = {    
+            -0.0024978212791898131227,
+            -0.779190719229053954292e-5,
+            0.254723037413027451751e-4,
+            0.162397777342510920873e-5,
+            0.396341011304801168516e-7,
+            0.411632831190944208473e-9,
+            0.145596286718675035587e-11,
+            -0.116765012397184275695e-17
+         };
+         static const mpfr_class Q[] = {    
+            1,
+            0.207123112214422517181,
+            0.0169410838120975906478,
+            0.000690538265622684595676,
+            0.145007359818232637924e-4,
+            0.144437756628144157666e-6,
+            0.509761276599778486139e-9
+         };
+         mpfr_class xs = x - 18;
+         mpfr_class R = tools::evaluate_polynomial(P, xs) / tools::evaluate_polynomial(Q, xs);
+         result = Y * x + R * x;
+      }
+      else
+      {
+         // Max empfr_classor found: 1.279746e-20
+         static const float Y = 0.99941349029541015625f;
+         static const mpfr_class P[] = {    
+            -0.000539042911019078575891,
+            -0.28398759004727721098e-6,
+            0.899465114892291446442e-6,
+            0.229345859265920864296e-7,
+            0.225561444863500149219e-9,
+            0.947846627503022684216e-12,
+            0.135880130108924861008e-14,
+            -0.348890393399948882918e-21
+         };
+         static const mpfr_class Q[] = {    
+            1,
+            0.0845746234001899436914,
+            0.00282092984726264681981,
+            0.468292921940894236786e-4,
+            0.399968812193862100054e-6,
+            0.161809290887904476097e-8,
+            0.231558608310259605225e-11
+         };
+         mpfr_class xs = x - 44;
+         mpfr_class R = tools::evaluate_polynomial(P, xs) / tools::evaluate_polynomial(Q, xs);
+         result = Y * x + R * x;
+      }
+   }
+   return result;
+}
+
+mpfr_class bessel_i0(mpfr_class x)
+{
+    static const mpfr_class P1[] = {
+        boost::lexical_cast("-2.2335582639474375249e+15"),
+        boost::lexical_cast("-5.5050369673018427753e+14"),
+        boost::lexical_cast("-3.2940087627407749166e+13"),
+        boost::lexical_cast("-8.4925101247114157499e+11"),
+        boost::lexical_cast("-1.1912746104985237192e+10"),
+        boost::lexical_cast("-1.0313066708737980747e+08"),
+        boost::lexical_cast("-5.9545626019847898221e+05"),
+        boost::lexical_cast("-2.4125195876041896775e+03"),
+        boost::lexical_cast("-7.0935347449210549190e+00"),
+        boost::lexical_cast("-1.5453977791786851041e-02"),
+        boost::lexical_cast("-2.5172644670688975051e-05"),
+        boost::lexical_cast("-3.0517226450451067446e-08"),
+        boost::lexical_cast("-2.6843448573468483278e-11"),
+        boost::lexical_cast("-1.5982226675653184646e-14"),
+        boost::lexical_cast("-5.2487866627945699800e-18"),
+    };
+    static const mpfr_class Q1[] = {
+        boost::lexical_cast("-2.2335582639474375245e+15"),
+        boost::lexical_cast("7.8858692566751002988e+12"),
+        boost::lexical_cast("-1.2207067397808979846e+10"),
+        boost::lexical_cast("1.0377081058062166144e+07"),
+        boost::lexical_cast("-4.8527560179962773045e+03"),
+        boost::lexical_cast("1.0"),
+    };
+    static const mpfr_class P2[] = {
+        boost::lexical_cast("-2.2210262233306573296e-04"),
+        boost::lexical_cast("1.3067392038106924055e-02"),
+        boost::lexical_cast("-4.4700805721174453923e-01"),
+        boost::lexical_cast("5.5674518371240761397e+00"),
+        boost::lexical_cast("-2.3517945679239481621e+01"),
+        boost::lexical_cast("3.1611322818701131207e+01"),
+        boost::lexical_cast("-9.6090021968656180000e+00"),
+    };
+    static const mpfr_class Q2[] = {
+        boost::lexical_cast("-5.5194330231005480228e-04"),
+        boost::lexical_cast("3.2547697594819615062e-02"),
+        boost::lexical_cast("-1.1151759188741312645e+00"),
+        boost::lexical_cast("1.3982595353892851542e+01"),
+        boost::lexical_cast("-6.0228002066743340583e+01"),
+        boost::lexical_cast("8.5539563258012929600e+01"),
+        boost::lexical_cast("-3.1446690275135491500e+01"),
+        boost::lexical_cast("1.0"),
+    };
+    mpfr_class value, factor, r;
+
+    BOOST_MATH_STD_USING
+    using namespace boost::math::tools;
+
+    if (x < 0)
+    {
+        x = -x;                         // even function
+    }
+    if (x == 0)
+    {
+        return static_cast(1);
+    }
+    if (x <= 15)                        // x in (0, 15]
+    {
+        mpfr_class y = x * x;
+        value = evaluate_polynomial(P1, y) / evaluate_polynomial(Q1, y);
+    }
+    else                                // x in (15, \infty)
+    {
+        mpfr_class y = 1 / x - 1 / 15;
+        r = evaluate_polynomial(P2, y) / evaluate_polynomial(Q2, y);
+        factor = exp(x) / sqrt(x);
+        value = factor * r;
+    }
+
+    return value;
+}
+
+mpfr_class bessel_i1(mpfr_class x)
+{
+    static const mpfr_class P1[] = {
+        static_cast("-1.4577180278143463643e+15"),
+        static_cast("-1.7732037840791591320e+14"),
+        static_cast("-6.9876779648010090070e+12"),
+        static_cast("-1.3357437682275493024e+11"),
+        static_cast("-1.4828267606612366099e+09"),
+        static_cast("-1.0588550724769347106e+07"),
+        static_cast("-5.1894091982308017540e+04"),
+        static_cast("-1.8225946631657315931e+02"),
+        static_cast("-4.7207090827310162436e-01"),
+        static_cast("-9.1746443287817501309e-04"),
+        static_cast("-1.3466829827635152875e-06"),
+        static_cast("-1.4831904935994647675e-09"),
+        static_cast("-1.1928788903603238754e-12"),
+        static_cast("-6.5245515583151902910e-16"),
+        static_cast("-1.9705291802535139930e-19"),
+    };
+    static const mpfr_class Q1[] = {
+        static_cast("-2.9154360556286927285e+15"),
+        static_cast("9.7887501377547640438e+12"),
+        static_cast("-1.4386907088588283434e+10"),
+        static_cast("1.1594225856856884006e+07"),
+        static_cast("-5.1326864679904189920e+03"),
+        static_cast("1.0"),
+    };
+    static const mpfr_class P2[] = {
+        static_cast("1.4582087408985668208e-05"),
+        static_cast("-8.9359825138577646443e-04"),
+        static_cast("2.9204895411257790122e-02"),
+        static_cast("-3.4198728018058047439e-01"),
+        static_cast("1.3960118277609544334e+00"),
+        static_cast("-1.9746376087200685843e+00"),
+        static_cast("8.5591872901933459000e-01"),
+        static_cast("-6.0437159056137599999e-02"),
+    };
+    static const mpfr_class Q2[] = {
+        static_cast("3.7510433111922824643e-05"),
+        static_cast("-2.2835624489492512649e-03"),
+        static_cast("7.4212010813186530069e-02"),
+        static_cast("-8.5017476463217924408e-01"),
+        static_cast("3.2593714889036996297e+00"),
+        static_cast("-3.8806586721556593450e+00"),
+        static_cast("1.0"),
+    };
+    mpfr_class value, factor, r, w;
+
+    BOOST_MATH_STD_USING
+    using namespace boost::math::tools;
+
+    w = abs(x);
+    if (x == 0)
+    {
+        return static_cast(0);
+    }
+    if (w <= 15)                        // w in (0, 15]
+    {
+        mpfr_class y = x * x;
+        r = evaluate_polynomial(P1, y) / evaluate_polynomial(Q1, y);
+        factor = w;
+        value = factor * r;
+    }
+    else                                // w in (15, \infty)
+    {
+        mpfr_class y = 1 / w - mpfr_class(1) / 15;
+        r = evaluate_polynomial(P2, y) / evaluate_polynomial(Q2, y);
+        factor = exp(w) / sqrt(w);
+        value = factor * r;
+    }
+
+    if (x < 0)
+    {
+        value *= -value;                 // odd function
+    }
+    return value;
+}
+
+} // namespace detail
+
+}}
+
+#endif // BOOST_MATH_MPLFR_BINDINGS_HPP
+
diff --git a/include/boost/math/bindings/rr.hpp b/include/boost/math/bindings/rr.hpp
index eeeb522dc..7b72f81f8 100644
--- a/include/boost/math/bindings/rr.hpp
+++ b/include/boost/math/bindings/rr.hpp
@@ -3,6 +3,8 @@
 //  Boost Software License, Version 1.0. (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 
+#ifndef BOOST_MATH_NTL_RR_HPP
+#define BOOST_MATH_NTL_RR_HPP
 
 #include 
 #include 
@@ -11,15 +13,14 @@
 #include 
 #include 
 #include 
+#include 
+#include 
 
 #include 
 #include 
 #include 
 #include 
 
-#ifndef BOOST_MATH_NTL_RR_HPP
-#define BOOST_MATH_NTL_RR_HPP
-
 namespace boost{ namespace math{
 
 namespace ntl
@@ -421,6 +422,80 @@ inline std::basic_istream& operator>>(std::basic_istream
+struct lanczos
+{
+   typedef ntl_lanczos type;
+};
+
+} // namespace lanczos
+
 namespace tools
 {
 
@@ -487,7 +562,21 @@ inline unsigned real_cast(boost::math::ntl::RR t
 template <>
 inline int real_cast(boost::math::ntl::RR t)
 {
-   unsigned result;
+   int result;
+   detail::convert_to_long_result(t.value(), result);
+   return result;
+}
+template <>
+inline long real_cast(boost::math::ntl::RR t)
+{
+   long result;
+   detail::convert_to_long_result(t.value(), result);
+   return result;
+}
+template <>
+inline long long real_cast(boost::math::ntl::RR t)
+{
+   long long result;
    detail::convert_to_long_result(t.value(), result);
    return result;
 }
@@ -703,14 +792,79 @@ namespace ntl{
       return tools::real_cast(round(x, pol));
    }
 
+   template 
+   inline long lround(RR const& x, const Policy& pol)
+   {
+      return tools::real_cast(round(x, pol));
+   }
+
+   template 
+   inline long long llround(RR const& x, const Policy& pol)
+   {
+      return tools::real_cast(round(x, pol));
+   }
+
    template 
    inline int itrunc(RR const& x, const Policy& pol)
    {
       return tools::real_cast(trunc(x, pol));
    }
 
+   template 
+   inline long ltrunc(RR const& x, const Policy& pol)
+   {
+      return tools::real_cast(trunc(x, pol));
+   }
+
+   template 
+   inline long long lltrunc(RR const& x, const Policy& pol)
+   {
+      return tools::real_cast(trunc(x, pol));
+   }
+
 } // namespace ntl
 
+namespace detail{
+
+template 
+ntl::RR digamma_imp(ntl::RR x, const mpl::int_<0>* , const Policy& pol)
+{
+   //
+   // This handles reflection of negative arguments, and all our
+   // error handling, then forwards to the T-specific approximation.
+   //
+   BOOST_MATH_STD_USING // ADL of std functions.
+
+   ntl::RR result = 0;
+   //
+   // Check for negative arguments and use reflection:
+   //
+   if(x < 0)
+   {
+      // Reflect:
+      x = 1 - x;
+      // Argument reduction for tan:
+      ntl::RR remainder = x - floor(x);
+      // Shift to negative if > 0.5:
+      if(remainder > 0.5)
+      {
+         remainder -= 1;
+      }
+      //
+      // check for evaluation at a negative pole:
+      //
+      if(remainder == 0)
+      {
+         return policies::raise_pole_error("boost::math::digamma<%1%>(%1%)", 0, (1-x), pol);
+      }
+      result = constants::pi() / tan(constants::pi() * remainder);
+   }
+   result += big_digamma(x);
+   return result;
+}
+
+} // namespace detail
+
 } // namespace math
 } // namespace boost
 
diff --git a/include/boost/math/concepts/distributions.hpp b/include/boost/math/concepts/distributions.hpp
index 3773cf050..7e656990c 100644
--- a/include/boost/math/concepts/distributions.hpp
+++ b/include/boost/math/concepts/distributions.hpp
@@ -162,6 +162,7 @@ struct DistributionConcept
       v = quantile(complement(dist, d));
       v = hazard(dist, d);
       v = chf(dist, d);
+#ifndef TEST_MPFR
       long double ld = 1;
       v = cdf(dist, ld);
       v = cdf(complement(dist, ld));
@@ -170,6 +171,7 @@ struct DistributionConcept
       v = quantile(complement(dist, ld));
       v = hazard(dist, ld);
       v = chf(dist, ld);
+#endif
       int i = 1;
       v = cdf(dist, i);
       v = cdf(complement(dist, i));
diff --git a/include/boost/math/concepts/real_type_concept.hpp b/include/boost/math/concepts/real_type_concept.hpp
new file mode 100644
index 000000000..481c82774
--- /dev/null
+++ b/include/boost/math/concepts/real_type_concept.hpp
@@ -0,0 +1,109 @@
+//  Copyright John Maddock 2007-8.
+//  Use, modification and distribution are subject to the
+//  Boost Software License, Version 1.0. (See accompanying file
+//  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
+
+#ifndef BOOST_MATH_REAL_TYPE_CONCEPT_HPP
+#define BOOST_MATH_REAL_TYPE_CONCEPT_HPP
+
+#ifdef BOOST_MSVC
+#pragma warning(push)
+#pragma warning(disable: 4100)
+#pragma warning(disable: 4510)
+#pragma warning(disable: 4610)
+#endif
+#include 
+#ifdef BOOST_MSVC
+#pragma warning(pop)
+#endif
+#include 
+#include 
+
+
+namespace boost{ namespace math{ namespace concepts{
+
+template 
+struct RealTypeConcept
+{
+   template 
+   void check_binary_ops(Other o)
+   {
+      RealType r(o);
+      r = o;
+      r -= o;
+      r += o;
+      r *= o;
+      r /= o;
+      r = r - o;
+      r = o - r;
+      r = r + o;
+      r = o + r;
+      r = o * r;
+      r = r * o;
+      r = r / o;
+      r = o / r;
+      bool b;
+      b = r == o;
+      b = o == r;
+      b = r != o;
+      b = o != r;
+      b = r <= o;
+      b = o <= r;
+      b = r >= o;
+      b = o >= r;
+      b = r < o;
+      b = o < r;
+      b = r > o;
+      b = o > r;
+   }
+
+   void constraints()
+   {
+      BOOST_MATH_STD_USING
+
+      RealType r;
+      check_binary_ops(r);
+      check_binary_ops(0.5f);
+      check_binary_ops(0.5);
+      //check_binary_ops(0.5L);
+      check_binary_ops(1);
+      //check_binary_ops(1u);
+      check_binary_ops(1L);
+      //check_binary_ops(1uL);
+#ifndef BOOST_HAS_LONG_LONG
+      check_binary_ops(1LL);
+#endif
+      RealType r2 = +r;
+      r2 = -r;
+
+      r2 = fabs(r);
+      r2 = abs(r);
+      r2 = ceil(r);
+      r2 = floor(r);
+      r2 = exp(r);
+      r2 = pow(r, r2);
+      r2 = sqrt(r);
+      r2 = log(r);
+      r2 = cos(r);
+      r2 = sin(r);
+      r2 = tan(r);
+      r2 = asin(r);
+      r2 = acos(r);
+      r2 = atan(r);
+      int i;
+      r2 = ldexp(r, i);
+      r2 = frexp(r, &i);
+      i = boost::math::tools::digits();
+      r2 = boost::math::tools::max_value();
+      r2 = boost::math::tools::min_value();
+      r2 = boost::math::tools::log_max_value();
+      r2 = boost::math::tools::log_min_value();
+      r2 = boost::math::tools::epsilon();
+   }
+}; // struct DistributionConcept
+
+
+}}} // namespaces
+
+#endif
+
diff --git a/include/boost/math/concepts/std_real_concept.hpp b/include/boost/math/concepts/std_real_concept.hpp
index ac1efa78e..645579573 100644
--- a/include/boost/math/concepts/std_real_concept.hpp
+++ b/include/boost/math/concepts/std_real_concept.hpp
@@ -226,6 +226,11 @@ inline boost::math::concepts::std_real_concept tanh(boost::math::concepts::std_r
 
 } // namespace std
 
+#include 
+#include 
+#include 
+#include 
+
 namespace boost{ namespace math{ namespace concepts{
 
 //
@@ -378,3 +383,4 @@ using concepts::llround;
 
 
 
+
diff --git a/include/boost/math/distributions.hpp b/include/boost/math/distributions.hpp
index dd6c02b75..ecbc616a0 100644
--- a/include/boost/math/distributions.hpp
+++ b/include/boost/math/distributions.hpp
@@ -1,5 +1,5 @@
 //  Copyright John Maddock 2006, 2007.
-//  Copyright Paul A. Bristow 2006, 2007.
+//  Copyright Paul A. Bristow 2006, 2007, 2009.
 
 //  Use, modification and distribution are subject to the
 //  Boost Software License, Version 1.0. (See accompanying file
@@ -22,6 +22,9 @@
 #include 
 #include 
 #include 
+#include 
+#include 
+#include 
 #include 
 #include 
 #include 
diff --git a/include/boost/math/distributions/binomial.hpp b/include/boost/math/distributions/binomial.hpp
index 5dd476262..e6c451a12 100644
--- a/include/boost/math/distributions/binomial.hpp
+++ b/include/boost/math/distributions/binomial.hpp
@@ -649,13 +649,13 @@ namespace boost
       template 
       inline RealType quantile(const binomial_distribution& dist, const RealType& p)
       {
-         return binomial_detail::quantile_imp(dist, p, 1-p);
+         return binomial_detail::quantile_imp(dist, p, RealType(1-p));
       } // quantile
 
       template 
       RealType quantile(const complemented2_type, RealType>& c)
       {
-         return binomial_detail::quantile_imp(c.dist, 1-c.param, c.param);
+         return binomial_detail::quantile_imp(c.dist, RealType(1-c.param), c.param);
       } // quantile
 
       template 
diff --git a/include/boost/math/distributions/cauchy.hpp b/include/boost/math/distributions/cauchy.hpp
index de6f6b643..0a818568c 100644
--- a/include/boost/math/distributions/cauchy.hpp
+++ b/include/boost/math/distributions/cauchy.hpp
@@ -140,7 +140,7 @@ RealType quantile_imp(
       return location;
    }
    result = -scale / tan(constants::pi() * P);
-   return complement ? location - result : location + result;
+   return complement ? RealType(location - result) : RealType(location + result);
 } // quantile
 
 } // namespace detail
diff --git a/include/boost/math/distributions/detail/hypergeometric_cdf.hpp b/include/boost/math/distributions/detail/hypergeometric_cdf.hpp
new file mode 100644
index 000000000..638cab6e6
--- /dev/null
+++ b/include/boost/math/distributions/detail/hypergeometric_cdf.hpp
@@ -0,0 +1,100 @@
+// Copyright 2008 John Maddock
+//
+// Use, modification and distribution are subject to the
+// Boost Software License, Version 1.0.
+// (See accompanying file LICENSE_1_0.txt
+// or copy at http://www.boost.org/LICENSE_1_0.txt)
+
+#ifndef BOOST_MATH_DISTRIBUTIONS_DETAIL_HG_CDF_HPP
+#define BOOST_MATH_DISTRIBUTIONS_DETAIL_HG_CDF_HPP
+
+#include 
+#include 
+
+namespace boost{ namespace math{ namespace detail{
+
+   template 
+   T hypergeometric_cdf_imp(unsigned x, unsigned r, unsigned n, unsigned N, bool invert, const Policy& pol)
+   {
+#ifdef BOOST_MSVC
+#  pragma warning(push)
+#  pragma warning(disable:4267)
+#endif
+      BOOST_MATH_STD_USING
+      T result = 0;
+      T mode = floor(T(r + 1) * T(n + 1) / (N + 2));
+      if(x < mode)
+      {
+         result = hypergeometric_pdf(x, r, n, N, pol);
+         T diff = result;
+         unsigned lower_limit = static_cast((std::max)(0, (int)(n + r) - (int)(N)));
+         while(diff > (invert ? T(1) : result) * tools::epsilon())
+         {
+            diff = T(x) * T((N + x) - n - r) * diff / (T(1 + n - x) * T(1 + r - x));
+            result += diff;
+            BOOST_MATH_INSTRUMENT_VARIABLE(x);
+            BOOST_MATH_INSTRUMENT_VARIABLE(diff);
+            BOOST_MATH_INSTRUMENT_VARIABLE(result);
+            if(x == lower_limit)
+               break;
+            --x;
+         }
+      }
+      else
+      {
+         invert = !invert;
+         unsigned upper_limit = (std::min)(r, n);
+         if(x != upper_limit)
+         {
+            ++x;
+            result = hypergeometric_pdf(x, r, n, N, pol);
+            T diff = result;
+            while((x <= upper_limit) && (diff > (invert ? T(1) : result) * tools::epsilon()))
+            {
+               diff = T(n - x) * T(r - x) * diff / (T(x + 1) * T((N + x + 1) - n - r));
+               result += diff;
+               ++x;
+               BOOST_MATH_INSTRUMENT_VARIABLE(x);
+               BOOST_MATH_INSTRUMENT_VARIABLE(diff);
+               BOOST_MATH_INSTRUMENT_VARIABLE(result);
+            }
+         }
+      }
+      if(invert)
+         result = 1 - result;
+      return result;
+#ifdef BOOST_MSVC
+#  pragma warning(pop)
+#endif
+   }
+
+   template 
+   inline T hypergeometric_cdf(unsigned x, unsigned r, unsigned n, unsigned N, bool invert, const Policy&)
+   {
+      BOOST_FPU_EXCEPTION_GUARD
+      typedef typename tools::promote_args::type result_type;
+      typedef typename policies::evaluation::type value_type;
+      typedef typename policies::normalise<
+         Policy, 
+         policies::promote_float, 
+         policies::promote_double, 
+         policies::discrete_quantile<>,
+         policies::assert_undefined<> >::type forwarding_policy;
+
+      value_type result;
+      result = detail::hypergeometric_cdf_imp(x, r, n, N, invert, forwarding_policy());
+      if(result > 1)
+      {
+         result  = 1;
+      }
+      if(result < 0)
+      {
+         result = 0;
+      }
+      return policies::checked_narrowing_cast(result, "boost::math::hypergeometric_cdf<%1%>(%1%,%1%,%1%,%1%)");
+   }
+
+}}} // namespaces
+
+#endif
+
diff --git a/include/boost/math/distributions/detail/hypergeometric_pdf.hpp b/include/boost/math/distributions/detail/hypergeometric_pdf.hpp
new file mode 100644
index 000000000..2bfa4fb32
--- /dev/null
+++ b/include/boost/math/distributions/detail/hypergeometric_pdf.hpp
@@ -0,0 +1,432 @@
+// Copyright 2008 Gautam Sewani
+// Copyright 2008 John Maddock
+//
+// Use, modification and distribution are subject to the
+// Boost Software License, Version 1.0.
+// (See accompanying file LICENSE_1_0.txt
+// or copy at http://www.boost.org/LICENSE_1_0.txt)
+
+#ifndef BOOST_MATH_DISTRIBUTIONS_DETAIL_HG_PDF_HPP
+#define BOOST_MATH_DISTRIBUTIONS_DETAIL_HG_PDF_HPP
+
+#include 
+#include 
+#include 
+#include 
+#include 
+#include 
+
+namespace boost{ namespace math{ namespace detail{
+
+template 
+void bubble_down_one(T* first, T* last, Func f)
+{
+   using std::swap;
+   T* next = first;
+   ++next;
+   while((next != last) && (!f(*first, *next)))
+   {
+      swap(*first, *next);
+      ++first;
+      ++next;
+   }
+}
+
+template 
+struct sort_functor
+{
+   sort_functor(const T* exponents) : m_exponents(exponents){}
+   bool operator()(int i, int j)
+   {
+      return m_exponents[i] > m_exponents[j];
+   }
+private:
+   const T* m_exponents;
+};
+
+template 
+T hypergeometric_pdf_lanczos_imp(T /*dummy*/, unsigned x, unsigned r, unsigned n, unsigned N, const Lanczos&, const Policy&)
+{
+   BOOST_MATH_STD_USING
+
+   T bases[9] = {
+      T(n) + Lanczos::g() + 0.5f,
+      T(r) + Lanczos::g() + 0.5f,
+      T(N - n) + Lanczos::g() + 0.5f,
+      T(N - r) + Lanczos::g() + 0.5f,
+      1 / (T(N) + Lanczos::g() + 0.5f),
+      1 / (T(x) + Lanczos::g() + 0.5f),
+      1 / (T(n - x) + Lanczos::g() + 0.5f),
+      1 / (T(r - x) + Lanczos::g() + 0.5f),
+      1 / (T(N - n - r + x) + Lanczos::g() + 0.5f)
+   };
+   T exponents[9] = {
+      n + 0.5f,
+      r + 0.5f,
+      N - n + 0.5f,
+      N - r + 0.5f,
+      N + 0.5f,
+      x + 0.5f,
+      n - x + 0.5f,
+      r - x + 0.5f,
+      N - n - r + x + 0.5f
+   };
+   int base_e_factors[9] = {
+      -1, -1, -1, -1, 1, 1, 1, 1, 1
+   };
+   int sorted_indexes[9] = {
+      0, 1, 2, 3, 4, 5, 6, 7, 8
+   };
+   std::sort(sorted_indexes, sorted_indexes + 9, sort_functor(exponents));
+
+   do{
+      exponents[sorted_indexes[0]] -= exponents[sorted_indexes[1]];
+      bases[sorted_indexes[1]] *= bases[sorted_indexes[0]];
+      if((bases[sorted_indexes[1]] < tools::min_value()) && (exponents[sorted_indexes[1]] != 0))
+      {
+         return 0;
+      }
+      base_e_factors[sorted_indexes[1]] += base_e_factors[sorted_indexes[0]];
+      bubble_down_one(sorted_indexes, sorted_indexes + 9, sort_functor(exponents));
+   }while(exponents[sorted_indexes[1]] > 1);
+
+   //
+   // Combine equal powers:
+   //
+   int j = 8;
+   while(exponents[sorted_indexes[j]] == 0) --j;
+   while(j)
+   {
+      while(j && (exponents[sorted_indexes[j-1]] == exponents[sorted_indexes[j]]))
+      {
+         bases[sorted_indexes[j-1]] *= bases[sorted_indexes[j]];
+         exponents[sorted_indexes[j]] = 0;
+         base_e_factors[sorted_indexes[j-1]] += base_e_factors[sorted_indexes[j]];
+         bubble_down_one(sorted_indexes + j, sorted_indexes + 9, sort_functor(exponents));
+         --j;
+      }
+      --j;
+   }
+
+#ifdef BOOST_MATH_INSTRUMENT
+   BOOST_MATH_INSTRUMENT_FPU
+   for(unsigned i = 0; i < 9; ++i)
+   {
+      BOOST_MATH_INSTRUMENT_VARIABLE(i);
+      BOOST_MATH_INSTRUMENT_VARIABLE(bases[i]);
+      BOOST_MATH_INSTRUMENT_VARIABLE(exponents[i]);
+      BOOST_MATH_INSTRUMENT_VARIABLE(base_e_factors[i]);
+      BOOST_MATH_INSTRUMENT_VARIABLE(sorted_indexes[i]);
+   }
+#endif
+
+   T result;
+   BOOST_MATH_INSTRUMENT_VARIABLE(bases[sorted_indexes[0]] * exp(static_cast(base_e_factors[sorted_indexes[0]])));
+   BOOST_MATH_INSTRUMENT_VARIABLE(exponents[sorted_indexes[0]]);
+   {
+      BOOST_FPU_EXCEPTION_GUARD
+      result = pow(bases[sorted_indexes[0]] * exp(static_cast(base_e_factors[sorted_indexes[0]])), exponents[sorted_indexes[0]]);
+   }
+   BOOST_MATH_INSTRUMENT_VARIABLE(result);
+   for(unsigned i = 1; (i < 9) && (exponents[sorted_indexes[i]] > 0); ++i)
+   {
+      BOOST_FPU_EXCEPTION_GUARD
+      if(result < tools::min_value())
+         return 0; // short circuit further evaluation
+      if(exponents[sorted_indexes[i]] == 1)
+         result *= bases[sorted_indexes[i]] * exp(static_cast(base_e_factors[sorted_indexes[i]]));
+      else if(exponents[sorted_indexes[i]] == 0.5f)
+         result *= sqrt(bases[sorted_indexes[i]] * exp(static_cast(base_e_factors[sorted_indexes[i]])));
+      else
+         result *= pow(bases[sorted_indexes[i]] * exp(static_cast(base_e_factors[sorted_indexes[i]])), exponents[sorted_indexes[i]]);
+   
+      BOOST_MATH_INSTRUMENT_VARIABLE(result);
+   }
+
+   result *= Lanczos::lanczos_sum_expG_scaled(static_cast(n + 1))
+      * Lanczos::lanczos_sum_expG_scaled(static_cast(r + 1))
+      * Lanczos::lanczos_sum_expG_scaled(static_cast(N - n + 1))
+      * Lanczos::lanczos_sum_expG_scaled(static_cast(N - r + 1))
+      / 
+      ( Lanczos::lanczos_sum_expG_scaled(static_cast(N + 1))
+         * Lanczos::lanczos_sum_expG_scaled(static_cast(x + 1))
+         * Lanczos::lanczos_sum_expG_scaled(static_cast(n - x + 1))
+         * Lanczos::lanczos_sum_expG_scaled(static_cast(r - x + 1))
+         * Lanczos::lanczos_sum_expG_scaled(static_cast(N - n - r + x + 1)));
+   
+   BOOST_MATH_INSTRUMENT_VARIABLE(result);
+   return result;
+}
+
+template 
+T hypergeometric_pdf_lanczos_imp(T /*dummy*/, unsigned x, unsigned r, unsigned n, unsigned N, const boost::math::lanczos::undefined_lanczos&, const Policy& pol)
+{
+   BOOST_MATH_STD_USING
+   return exp(
+      boost::math::lgamma(T(n + 1), pol)
+      + boost::math::lgamma(T(r + 1), pol)
+      + boost::math::lgamma(T(N - n + 1), pol)
+      + boost::math::lgamma(T(N - r + 1), pol)
+      - boost::math::lgamma(T(N + 1), pol)
+      - boost::math::lgamma(T(x + 1), pol)
+      - boost::math::lgamma(T(n - x + 1), pol)
+      - boost::math::lgamma(T(r - x + 1), pol)
+      - boost::math::lgamma(T(N - n - r + x + 1), pol));
+}
+
+template 
+inline T integer_power(const T& x, int ex)
+{
+   if(ex < 0)
+      return 1 / integer_power(x, -ex);
+   switch(ex)
+   {
+   case 0:
+      return 1;
+   case 1:
+      return x;
+   case 2:
+      return x * x;
+   case 3:
+      return x * x * x;
+   case 4:
+      return boost::math::pow<4>(x);
+   case 5:
+      return boost::math::pow<5>(x);
+   case 6:
+      return boost::math::pow<6>(x);
+   case 7:
+      return boost::math::pow<7>(x);
+   case 8:
+      return boost::math::pow<8>(x);
+   }
+   BOOST_MATH_STD_USING
+#ifdef __SUNPRO_CC
+   return pow(x, T(ex));
+#else
+   return pow(x, ex);
+#endif
+}
+template 
+struct hypergeometric_pdf_prime_loop_result_entry
+{
+   T value;
+   const hypergeometric_pdf_prime_loop_result_entry* next;
+};
+
+#ifdef BOOST_MSVC
+#pragma warning(push)
+#pragma warning(disable:4510 4512 4610)
+#endif
+
+struct hypergeometric_pdf_prime_loop_data
+{
+   const unsigned x;
+   const unsigned r;
+   const unsigned n;
+   const unsigned N;
+   unsigned prime_index;
+   unsigned current_prime;
+};
+
+#ifdef BOOST_MSVC
+#pragma warning(pop)
+#endif
+
+template 
+T hypergeometric_pdf_prime_loop_imp(hypergeometric_pdf_prime_loop_data& data, hypergeometric_pdf_prime_loop_result_entry& result)
+{
+   while(data.current_prime <= data.N)
+   {
+      unsigned base = data.current_prime;
+      int prime_powers = 0;
+      while(base <= data.N)
+      {
+         prime_powers += data.n / base;
+         prime_powers += data.r / base;
+         prime_powers += (data.N - data.n) / base;
+         prime_powers += (data.N - data.r) / base;
+         prime_powers -= data.N / base;
+         prime_powers -= data.x / base;
+         prime_powers -= (data.n - data.x) / base;
+         prime_powers -= (data.r - data.x) / base;
+         prime_powers -= (data.N - data.n - data.r + data.x) / base;
+         base *= data.current_prime;
+      }
+      if(prime_powers)
+      {
+         T p = integer_power(data.current_prime, prime_powers);
+         if((p > 1) && (tools::max_value() / p < result.value))
+         {
+            //
+            // The next calculation would overflow, use recursion
+            // to sidestep the issue:
+            //
+            hypergeometric_pdf_prime_loop_result_entry t = { p, &result };
+            data.current_prime = prime(++data.prime_index);
+            return hypergeometric_pdf_prime_loop_imp(data, t);
+         }
+         if((p < 1) && (tools::min_value() / p > result.value))
+         {
+            //
+            // The next calculation would underflow, use recursion
+            // to sidestep the issue:
+            //
+            hypergeometric_pdf_prime_loop_result_entry t = { p, &result };
+            data.current_prime = prime(++data.prime_index);
+            return hypergeometric_pdf_prime_loop_imp(data, t);
+         }
+         result.value *= p;
+      }
+      data.current_prime = prime(++data.prime_index);
+   }
+   //
+   // When we get to here we have run out of prime factors,
+   // the overall result is the product of all the partial
+   // results we have accumulated on the stack so far, these
+   // are in a linked list starting with "data.head" and ending
+   // with "result".
+   //
+   // All that remains is to multiply them together, taking
+   // care not to overflow or underflow.
+   //
+   // Enumerate partial results >= 1 in variable i
+   // and partial results < 1 in variable j:
+   //
+   hypergeometric_pdf_prime_loop_result_entry const *i, *j;
+   i = &result;
+   while(i && i->value < 1)
+      i = i->next;
+   j = &result;
+   while(j && j->value >= 1)
+      j = j->next;
+
+   T prod = 1;
+
+   while(i || j)
+   {
+      while(i && ((prod <= 1) || (j == 0)))
+      {
+         prod *= i->value;
+         i = i->next;
+         while(i && i->value < 1)
+            i = i->next;
+      }
+      while(j && ((prod >= 1) || (i == 0)))
+      {
+         prod *= j->value;
+         j = j->next;
+         while(j && j->value >= 1)
+            j = j->next;
+      }
+   }
+
+   return prod;
+}
+
+template 
+inline T hypergeometric_pdf_prime_imp(unsigned x, unsigned r, unsigned n, unsigned N, const Policy&)
+{
+   hypergeometric_pdf_prime_loop_result_entry result = { 1 };
+   hypergeometric_pdf_prime_loop_data data = { x, r, n, N, 0, prime(0) };
+   return hypergeometric_pdf_prime_loop_imp(data, result);
+}
+
+template 
+T hypergeometric_pdf_factorial_imp(unsigned x, unsigned r, unsigned n, unsigned N, const Policy&)
+{
+   BOOST_MATH_STD_USING
+   BOOST_ASSERT(N < boost::math::max_factorial::value);
+   T result = boost::math::unchecked_factorial(n);
+   T num[3] = {
+      boost::math::unchecked_factorial(r),
+      boost::math::unchecked_factorial(N - n),
+      boost::math::unchecked_factorial(N - r)
+   };
+   T denom[5] = {
+      boost::math::unchecked_factorial(N),
+      boost::math::unchecked_factorial(x),
+      boost::math::unchecked_factorial(n - x),
+      boost::math::unchecked_factorial(r - x),
+      boost::math::unchecked_factorial(N - n - r + x)
+   };
+   int i = 0;
+   int j = 0;
+   while((i < 3) || (j < 5))
+   {
+      while((j < 5) && ((result >= 1) || (i >= 3)))
+      {
+         result /= denom[j];
+         ++j;
+      }
+      while((i < 3) && ((result <= 1) || (j >= 5)))
+      {
+         result *= num[i];
+         ++i;
+      }
+   }
+   return result;
+}
+
+
+template 
+inline typename tools::promote_args::type 
+   hypergeometric_pdf(unsigned x, unsigned r, unsigned n, unsigned N, const Policy&)
+{
+   BOOST_FPU_EXCEPTION_GUARD
+   typedef typename tools::promote_args::type result_type;
+   typedef typename policies::evaluation::type value_type;
+   typedef typename lanczos::lanczos::type evaluation_type;
+   typedef typename policies::normalise<
+      Policy, 
+      policies::promote_float, 
+      policies::promote_double, 
+      policies::discrete_quantile<>,
+      policies::assert_undefined<> >::type forwarding_policy;
+
+   value_type result;
+   if(N <= boost::math::max_factorial::value)
+   {
+      //
+      // If N is small enough then we can evaluate the PDF via the factorials
+      // directly: table lookup of the factorials gives the best performance
+      // of the methods available:
+      //
+      result = detail::hypergeometric_pdf_factorial_imp(x, r, n, N, forwarding_policy());
+   }
+   else if(N <= boost::math::prime(boost::math::max_prime - 1))
+   {
+      //
+      // If N is no larger than the largest prime number in our lookup table
+      // (104729) then we can use prime factorisation to evaluate the PDF,
+      // this is slow but accurate:
+      //
+      result = detail::hypergeometric_pdf_prime_imp(x, r, n, N, forwarding_policy());
+   }
+   else
+   {
+      //
+      // Catch all case - use the lanczos approximation - where available - 
+      // to evaluate the ratio of factorials.  This is reasonably fast
+      // (almost as quick as using logarithmic evaluation in terms of lgamma)
+      // but only a few digits better in accuracy than using lgamma:
+      //
+      result = detail::hypergeometric_pdf_lanczos_imp(value_type(), x, r, n, N, evaluation_type(), forwarding_policy());
+   }
+
+   if(result > 1)
+   {
+      result = 1;
+   }
+   if(result < 0)
+   {
+      result = 0;
+   }
+
+   return policies::checked_narrowing_cast(result, "boost::math::hypergeometric_pdf<%1%>(%1%,%1%,%1%,%1%)");
+}
+
+}}} // namespaces
+
+#endif
+
diff --git a/include/boost/math/distributions/detail/hypergeometric_quantile.hpp b/include/boost/math/distributions/detail/hypergeometric_quantile.hpp
new file mode 100644
index 000000000..a855a4a77
--- /dev/null
+++ b/include/boost/math/distributions/detail/hypergeometric_quantile.hpp
@@ -0,0 +1,199 @@
+// Copyright 2008 John Maddock
+//
+// Use, modification and distribution are subject to the
+// Boost Software License, Version 1.0.
+// (See accompanying file LICENSE_1_0.txt
+// or copy at http://www.boost.org/LICENSE_1_0.txt)
+
+#ifndef BOOST_MATH_DISTRIBUTIONS_DETAIL_HG_QUANTILE_HPP
+#define BOOST_MATH_DISTRIBUTIONS_DETAIL_HG_QUANTILE_HPP
+
+#include 
+#include 
+
+namespace boost{ namespace math{ namespace detail{
+
+template 
+inline unsigned round_x_from_p(unsigned x, T p, T cum, T fudge_factor, unsigned lbound, unsigned /*ubound*/, const policies::discrete_quantile&)
+{
+   if((p < cum * fudge_factor) && (x != lbound))
+   {
+      BOOST_MATH_INSTRUMENT_VARIABLE(x-1);
+      return --x;
+   }
+   return x;
+}
+
+template 
+inline unsigned round_x_from_p(unsigned x, T p, T cum, T fudge_factor, unsigned /*lbound*/, unsigned ubound, const policies::discrete_quantile&)
+{
+   if((cum < p * fudge_factor) && (x != ubound))
+   {
+      BOOST_MATH_INSTRUMENT_VARIABLE(x+1);
+      return ++x;
+   }
+   return x;
+}
+
+template 
+inline unsigned round_x_from_p(unsigned x, T p, T cum, T fudge_factor, unsigned lbound, unsigned ubound, const policies::discrete_quantile&)
+{
+   if(p >= 0.5)
+      return round_x_from_p(x, p, cum, fudge_factor, lbound, ubound, policies::discrete_quantile());
+   return round_x_from_p(x, p, cum, fudge_factor, lbound, ubound, policies::discrete_quantile());
+}
+
+template 
+inline unsigned round_x_from_p(unsigned x, T p, T cum, T fudge_factor, unsigned lbound, unsigned ubound, const policies::discrete_quantile&)
+{
+   if(p >= 0.5)
+      return round_x_from_p(x, p, cum, fudge_factor, lbound, ubound, policies::discrete_quantile());
+   return round_x_from_p(x, p, cum, fudge_factor, lbound, ubound, policies::discrete_quantile());
+}
+
+template 
+inline unsigned round_x_from_p(unsigned x, T /*p*/, T /*cum*/, T /*fudge_factor*/, unsigned /*lbound*/, unsigned /*ubound*/, const policies::discrete_quantile&)
+{
+   return x;
+}
+
+template 
+inline unsigned round_x_from_q(unsigned x, T q, T cum, T fudge_factor, unsigned lbound, unsigned /*ubound*/, const policies::discrete_quantile&)
+{
+   if((q * fudge_factor > cum) && (x != lbound))
+   {
+      BOOST_MATH_INSTRUMENT_VARIABLE(x-1);
+      return --x;
+   }
+   return x;
+}
+
+template 
+inline unsigned round_x_from_q(unsigned x, T q, T cum, T fudge_factor, unsigned /*lbound*/, unsigned ubound, const policies::discrete_quantile&)
+{
+   if((q < cum * fudge_factor) && (x != ubound))
+   {
+      BOOST_MATH_INSTRUMENT_VARIABLE(x+1);
+      return ++x;
+   }
+   return x;
+}
+
+template 
+inline unsigned round_x_from_q(unsigned x, T q, T cum, T fudge_factor, unsigned lbound, unsigned ubound, const policies::discrete_quantile&)
+{
+   if(q < 0.5)
+      return round_x_from_q(x, q, cum, fudge_factor, lbound, ubound, policies::discrete_quantile());
+   return round_x_from_q(x, q, cum, fudge_factor, lbound, ubound, policies::discrete_quantile());
+}
+
+template 
+inline unsigned round_x_from_q(unsigned x, T q, T cum, T fudge_factor, unsigned lbound, unsigned ubound, const policies::discrete_quantile&)
+{
+   if(q >= 0.5)
+      return round_x_from_q(x, q, cum, fudge_factor, lbound, ubound, policies::discrete_quantile());
+   return round_x_from_q(x, q, cum, fudge_factor, lbound, ubound, policies::discrete_quantile());
+}
+
+template 
+inline unsigned round_x_from_q(unsigned x, T /*q*/, T /*cum*/, T /*fudge_factor*/, unsigned /*lbound*/, unsigned /*ubound*/, const policies::discrete_quantile&)
+{
+   return x;
+}
+
+template 
+unsigned hypergeometric_quantile_imp(T p, T q, unsigned r, unsigned n, unsigned N, const Policy& pol)
+{
+#ifdef BOOST_MSVC
+#  pragma warning(push)
+#  pragma warning(disable:4267)
+#endif
+   typedef typename Policy::discrete_quantile_type discrete_quantile_type;
+   BOOST_MATH_STD_USING
+   BOOST_FPU_EXCEPTION_GUARD
+   T result;
+   T fudge_factor = 1 + tools::epsilon() * ((N <= boost::math::prime(boost::math::max_prime - 1)) ? 50 : 2 * N);
+   unsigned base = static_cast((std::max)(0, (int)(n + r) - (int)(N)));
+   unsigned lim = (std::min)(r, n);
+
+   BOOST_MATH_INSTRUMENT_VARIABLE(p);
+   BOOST_MATH_INSTRUMENT_VARIABLE(q);
+   BOOST_MATH_INSTRUMENT_VARIABLE(r);
+   BOOST_MATH_INSTRUMENT_VARIABLE(n);
+   BOOST_MATH_INSTRUMENT_VARIABLE(N);
+   BOOST_MATH_INSTRUMENT_VARIABLE(fudge_factor);
+   BOOST_MATH_INSTRUMENT_VARIABLE(base);
+   BOOST_MATH_INSTRUMENT_VARIABLE(lim);
+
+   if(p <= 0.5)
+   {
+      unsigned x = base;
+      result = hypergeometric_pdf(x, r, n, N, pol);
+      T diff = result;
+      while(result < p)
+      {
+         diff = (diff > tools::min_value() * 8) 
+            ? T(n - x) * T(r - x) * diff / (T(x + 1) * T(N + x + 1 - n - r))
+            : hypergeometric_pdf(x + 1, r, n, N, pol);
+         if(result + diff / 2 > p)
+            break;
+         ++x;
+         result += diff;
+#ifdef BOOST_MATH_INSTRUMENT
+         if(diff != 0)
+         {
+            BOOST_MATH_INSTRUMENT_VARIABLE(x);
+            BOOST_MATH_INSTRUMENT_VARIABLE(diff);
+            BOOST_MATH_INSTRUMENT_VARIABLE(result);
+         }
+#endif
+      }
+      return round_x_from_p(x, p, result, fudge_factor, base, lim, discrete_quantile_type());
+   }
+   else
+   {
+      unsigned x = lim;
+      result = 0;
+      T diff = hypergeometric_pdf(x, r, n, N, pol);
+      while(result + diff / 2 < q)
+      {
+         result += diff;
+         diff = (diff > tools::min_value() * 8)
+            ? x * T(N + x - n - r) * diff / (T(1 + n - x) * T(1 + r - x))
+            : hypergeometric_pdf(x - 1, r, n, N, pol);
+         --x;
+#ifdef BOOST_MATH_INSTRUMENT
+         if(diff != 0)
+         {
+            BOOST_MATH_INSTRUMENT_VARIABLE(x);
+            BOOST_MATH_INSTRUMENT_VARIABLE(diff);
+            BOOST_MATH_INSTRUMENT_VARIABLE(result);
+         }
+#endif
+      }
+      return round_x_from_q(x, q, result, fudge_factor, base, lim, discrete_quantile_type());
+   }
+#ifdef BOOST_MSVC
+#  pragma warning(pop)
+#endif
+}
+
+template 
+inline unsigned hypergeometric_quantile(T p, T q, unsigned r, unsigned n, unsigned N, const Policy&)
+{
+   BOOST_FPU_EXCEPTION_GUARD
+   typedef typename tools::promote_args::type result_type;
+   typedef typename policies::evaluation::type value_type;
+   typedef typename policies::normalise<
+      Policy, 
+      policies::promote_float, 
+      policies::promote_double, 
+      policies::assert_undefined<> >::type forwarding_policy;
+
+   return detail::hypergeometric_quantile_imp(p, q, r, n, N, forwarding_policy());
+}
+
+}}} // namespaces
+
+#endif
+
diff --git a/include/boost/math/distributions/detail/inv_discrete_quantile.hpp b/include/boost/math/distributions/detail/inv_discrete_quantile.hpp
index 202602791..d4f424c8e 100644
--- a/include/boost/math/distributions/detail/inv_discrete_quantile.hpp
+++ b/include/boost/math/distributions/detail/inv_discrete_quantile.hpp
@@ -128,7 +128,7 @@ typename Dist::value_type
          else
          {
             b = a;
-            a = (std::max)(b - 1, value_type(0));
+            a = (std::max)(value_type(b - 1), value_type(0));
             if(a < min_bound)
                a = min_bound;
             fa = f(a);
@@ -158,7 +158,7 @@ typename Dist::value_type
       }
       else
       {
-         b = (std::max)(a - adder, value_type(0));
+         b = (std::max)(value_type(a - adder), value_type(0));
          if(b < min_bound)
             b = min_bound;
       }
@@ -182,7 +182,7 @@ typename Dist::value_type
          }
          else
          {
-            b = (std::max)(a - adder, value_type(0));
+            b = (std::max)(value_type(a - adder), value_type(0));
             if(b < min_bound)
                b = min_bound;
          }
@@ -330,7 +330,7 @@ inline typename Dist::value_type
          dist, 
          p, 
          q,
-         (guess < 1 ? value_type(1) : floor(guess)), 
+         (guess < 1 ? value_type(1) : (value_type)floor(guess)), 
          multiplier, 
          adder, 
          tools::equal_floor(),
@@ -340,7 +340,7 @@ inline typename Dist::value_type
       dist, 
       p, 
       q,
-      ceil(guess), 
+      (value_type)ceil(guess), 
       multiplier, 
       adder, 
       tools::equal_ceil(),
diff --git a/include/boost/math/distributions/fwd.hpp b/include/boost/math/distributions/fwd.hpp
index 657ef61fa..7ddb9e6be 100644
--- a/include/boost/math/distributions/fwd.hpp
+++ b/include/boost/math/distributions/fwd.hpp
@@ -38,6 +38,15 @@ class fisher_f_distribution;
 template 
 class gamma_distribution;
 
+template 
+class hypergeometric_distribution;
+
+template 
+class laplace_distribution;
+
+template 
+class logistic_distribution;
+
 template 
 class lognormal_distribution;
 
@@ -92,6 +101,8 @@ class weibull_distribution;
    typedef boost::math::extreme_value_distribution extreme_value;\
    typedef boost::math::fisher_f_distribution fisher_f;\
    typedef boost::math::gamma_distribution gamma;\
+   typedef boost::math::laplace_distribution laplace;\
+   typedef boost::math::logistic_distribution logistic;\
    typedef boost::math::lognormal_distribution lognormal;\
    typedef boost::math::negative_binomial_distribution negative_binomial;\
    typedef boost::math::normal_distribution normal;\
@@ -106,5 +117,6 @@ class weibull_distribution;
    typedef boost::math::non_central_beta_distribution non_central_beta;\
    typedef boost::math::non_central_f_distribution non_central_f;\
    typedef boost::math::non_central_t_distribution non_central_t;\
+   typedef boost::math::hypergeometric_distribution hypergeometric;\
 
 #endif // BOOST_MATH_DISTRIBUTIONS_FWD_HPP
diff --git a/include/boost/math/distributions/hypergeometric.hpp b/include/boost/math/distributions/hypergeometric.hpp
new file mode 100644
index 000000000..afbb5212d
--- /dev/null
+++ b/include/boost/math/distributions/hypergeometric.hpp
@@ -0,0 +1,290 @@
+// Copyright 2008 Gautam Sewani
+// Copyright 2008 John Maddock
+//
+// Use, modification and distribution are subject to the
+// Boost Software License, Version 1.0.
+// (See accompanying file LICENSE_1_0.txt
+// or copy at http://www.boost.org/LICENSE_1_0.txt)
+
+#ifndef BOOST_MATH_DISTRIBUTIONS_HYPERGEOMETRIC_HPP
+#define BOOST_MATH_DISTRIBUTIONS_HYPERGEOMETRIC_HPP
+
+#include 
+#include 
+#include 
+#include 
+#include 
+#include 
+
+
+namespace boost { namespace math {
+
+   template  >
+   class hypergeometric_distribution
+   {
+   public:
+      typedef RealType value_type;
+      typedef Policy policy_type;
+
+      hypergeometric_distribution(unsigned r, unsigned n, unsigned N) // Constructor.
+         : m_n(n), m_N(N), m_r(r)
+      {
+         static const char* function = "boost::math::hypergeometric_distribution<%1%>::hypergeometric_distribution";
+         RealType ret;
+         check_params(function, &ret);
+      }
+      // Accessor functions.
+      unsigned total()const
+      {
+         return m_N;
+      }
+
+      unsigned defective()const
+      {
+         return m_n;
+      }
+
+      unsigned sample_count()const
+      {
+         return m_r;
+      }
+
+      bool check_params(const char* function, RealType* result)const
+      {
+         if(m_r > m_N)
+         {
+            *result = boost::math::policies::raise_domain_error(
+               function, "Parameter r out of range: must be <= N but got %1%", static_cast(m_r), Policy());
+            return false;
+         }
+         if(m_n > m_N)
+         {
+            *result = boost::math::policies::raise_domain_error(
+               function, "Parameter n out of range: must be <= N but got %1%", static_cast(m_n), Policy());
+            return false;
+         }
+         return true;
+      }
+      bool check_x(unsigned x, const char* function, RealType* result)const
+      {
+         if(x < static_cast((std::max)(0, (int)(m_n + m_r) - (int)(m_N))))
+         {
+            *result = boost::math::policies::raise_domain_error(
+               function, "Random variable out of range: must be > 0 and > m + r - N but got %1%", static_cast(x), Policy());
+            return false;
+         }
+         if(x > (std::min)(m_r, m_n))
+         {
+            *result = boost::math::policies::raise_domain_error(
+               function, "Random variable out of range: must be less than both n and r but got %1%", static_cast(x), Policy());
+            return false;
+         }
+         return true;
+      }
+
+   private:
+      // Data members:
+      unsigned m_n;  // number of "defective" items
+      unsigned m_N; // number of "total" items
+      unsigned m_r; // number of items picked
+
+   }; // class hypergeometric_distribution
+
+   typedef hypergeometric_distribution hypergeometric;
+
+   template 
+   inline const std::pair range(const hypergeometric_distribution& dist)
+   { // Range of permissible values for random variable x.
+#ifdef BOOST_MSVC
+#  pragma warning(push)
+#  pragma warning(disable:4267)
+#endif
+      unsigned r = dist.sample_count();
+      unsigned n = dist.defective();
+      unsigned N = dist.total();
+      unsigned l = static_cast((std::max)(0, (int)(n + r) - (int)(N)));
+      unsigned u = (std::min)(r, n);
+      return std::pair(l, u);
+#ifdef BOOST_MSVC
+#  pragma warning(pop)
+#endif
+   }
+
+   template 
+   inline const std::pair support(const hypergeometric_distribution& d)
+   { 
+      return range(d);
+   }
+
+   template 
+   inline RealType pdf(const hypergeometric_distribution& dist, const unsigned& x)
+   {
+      static const char* function = "boost::math::pdf(const hypergeometric_distribution<%1%>&, const %1%&)";
+      RealType result;
+      if(!dist.check_params(function, &result))
+         return result;
+      if(!dist.check_x(x, function, &result))
+         return result;
+
+      return boost::math::detail::hypergeometric_pdf(
+         x, dist.sample_count(), dist.defective(), dist.total(), Policy());
+   }
+
+   template 
+   inline RealType pdf(const hypergeometric_distribution& dist, const U& x)
+   {
+      static const char* function = "boost::math::pdf(const hypergeometric_distribution<%1%>&, const %1%&)";
+      RealType r = static_cast(x);
+      unsigned u = boost::math::itrunc(r);
+      if(u != r)
+      {
+         return boost::math::policies::raise_domain_error(
+            function, "Random variable out of range: must be an integer but got %1%", r, Policy());
+      }
+      return pdf(dist, u);
+   }
+
+   template 
+   inline RealType cdf(const hypergeometric_distribution& dist, const unsigned& x)
+   {
+      static const char* function = "boost::math::cdf(const hypergeometric_distribution<%1%>&, const %1%&)";
+      RealType result;
+      if(!dist.check_params(function, &result))
+         return result;
+      if(!dist.check_x(x, function, &result))
+         return result;
+
+      return boost::math::detail::hypergeometric_cdf(
+         x, dist.sample_count(), dist.defective(), dist.total(), false, Policy());
+   }
+
+   template 
+   inline RealType cdf(const hypergeometric_distribution& dist, const U& x)
+   {
+      static const char* function = "boost::math::cdf(const hypergeometric_distribution<%1%>&, const %1%&)";
+      RealType r = static_cast(x);
+      unsigned u = boost::math::itrunc(r);
+      if(u != r)
+      {
+         return boost::math::policies::raise_domain_error(
+            function, "Random variable out of range: must be an integer but got %1%", r, Policy());
+      }
+      return cdf(dist, u);
+   }
+
+   template 
+   inline RealType cdf(const complemented2_type, unsigned>& c)
+   {
+      static const char* function = "boost::math::cdf(const hypergeometric_distribution<%1%>&, const %1%&)";
+      RealType result;
+      if(!c.dist.check_params(function, &result))
+         return result;
+      if(!c.dist.check_x(c.param, function, &result))
+         return result;
+
+      return boost::math::detail::hypergeometric_cdf(
+         c.param, c.dist.sample_count(), c.dist.defective(), c.dist.total(), true, Policy());
+   }
+
+   template 
+   inline RealType cdf(const complemented2_type, U>& c)
+   {
+      static const char* function = "boost::math::cdf(const hypergeometric_distribution<%1%>&, const %1%&)";
+      RealType r = static_cast(c.param);
+      unsigned u = boost::math::itrunc(r);
+      if(u != r)
+      {
+         return boost::math::policies::raise_domain_error(
+            function, "Random variable out of range: must be an integer but got %1%", r, Policy());
+      }
+      return cdf(complement(c.dist, u));
+   }
+
+   template 
+   inline RealType quantile(const hypergeometric_distribution& dist, const RealType& p)
+   {
+      BOOST_MATH_STD_USING // for ADL of std functions
+
+         // Checking function argument
+         RealType result;
+      const char* function = "boost::math::quantile(const hypergeometric_distribution<%1%>&, %1%)";
+      if (false == dist.check_params(function, &result)) return result;
+      if(false == detail::check_probability(function, p, &result, Policy())) return result;
+
+      return static_cast(detail::hypergeometric_quantile(p, RealType(1 - p), dist.sample_count(), dist.defective(), dist.total(), Policy()));
+   } // quantile
+
+   template 
+   inline RealType quantile(const complemented2_type, RealType>& c)
+   {
+      BOOST_MATH_STD_USING // for ADL of std functions
+
+      // Checking function argument
+      RealType result;
+      const char* function = "quantile(const complemented2_type, %1%>&)";
+      if (false == c.dist.check_params(function, &result)) return result;
+      if(false == detail::check_probability(function, c.param, &result, Policy())) return result;
+
+      return static_cast(detail::hypergeometric_quantile(RealType(1 - c.param), c.param, c.dist.sample_count(), c.dist.defective(), c.dist.total(), Policy()));
+   } // quantile
+
+   template 
+   inline RealType mean(const hypergeometric_distribution& dist)
+   {
+      return static_cast(dist.sample_count() * dist.defective()) / dist.total();
+   } // RealType mean(const hypergeometric_distribution& dist)
+
+   template 
+   inline RealType variance(const hypergeometric_distribution& dist)
+   {
+      RealType r = static_cast(dist.sample_count());
+      RealType n = static_cast(dist.defective());
+      RealType N = static_cast(dist.total());
+      return r * (n / N) * (1 - n / N) * (N - r) / (N - 1);
+   } // RealType variance(const hypergeometric_distribution& dist)
+
+   template 
+   inline RealType mode(const hypergeometric_distribution& dist)
+   {
+      BOOST_MATH_STD_USING
+      RealType r = static_cast(dist.sample_count());
+      RealType n = static_cast(dist.defective());
+      RealType N = static_cast(dist.total());
+      return floor((r + 1) * (n + 1) / (N + 2));
+   }
+
+   template 
+   inline RealType skewness(const hypergeometric_distribution& dist)
+   {
+      BOOST_MATH_STD_USING
+      RealType r = static_cast(dist.sample_count());
+      RealType n = static_cast(dist.defective());
+      RealType N = static_cast(dist.total());
+      return (N - 2 * n) * sqrt(N - 1) * (N - 2 * r) / (sqrt(n * r * (N - n) * (N - r)) * (N - 2));
+   } // RealType skewness(const hypergeometric_distribution& dist)
+
+   template 
+   inline RealType kurtosis_excess(const hypergeometric_distribution& dist)
+   {
+      RealType r = static_cast(dist.sample_count());
+      RealType n = static_cast(dist.defective());
+      RealType N = static_cast(dist.total());
+      RealType t1 = N * N * (N - 1) / (r * (N - 2) * (N - 3) * (N - r));
+      RealType t2 = (N * (N + 1) - 6 * N * (N - r)) / (n * (N - n))
+         + 3 * r * (N - r) * (N + 6) / (N * N) - 6;
+      return t1 * t2;
+   } // RealType kurtosis_excess(const hypergeometric_distribution& dist)
+
+   template 
+   inline RealType kurtosis(const hypergeometric_distribution& dist)
+   {
+      return kurtosis_excess(dist) + 3;
+   } // RealType kurtosis_excess(const hypergeometric_distribution& dist)
+}} // namespaces
+
+// This include must be at the end, *after* the accessors
+// for this distribution have been defined, in order to
+// keep compilers that support two-phase lookup happy.
+#include 
+
+#endif // include guard
diff --git a/include/boost/math/distributions/laplace.hpp b/include/boost/math/distributions/laplace.hpp
new file mode 100644
index 000000000..87e0a8db2
--- /dev/null
+++ b/include/boost/math/distributions/laplace.hpp
@@ -0,0 +1,302 @@
+//  Copyright Thijs van den Berg, 2008.
+//  Copyright John Maddock 2008.
+//  Copyright Paul A. Bristow 2008.
+
+//  Use, modification and distribution are subject to the
+//  Boost Software License, Version 1.0. (See accompanying file
+//  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
+
+// This module implements the Laplace distribution.
+// Weisstein, Eric W. "Laplace Distribution." From MathWorld--A Wolfram Web Resource.
+// http://mathworld.wolfram.com/LaplaceDistribution.html
+// http://en.wikipedia.org/wiki/Laplace_distribution
+//
+// Abramowitz and Stegun 1972, p 930
+// http://www.math.sfu.ca/~cbm/aands/page_930.htm
+
+#ifndef BOOST_STATS_LAPLACE_HPP
+#define BOOST_STATS_LAPLACE_HPP
+
+#include 
+#include 
+#include 
+#include 
+
+namespace boost{ namespace math{
+
+template  >
+class laplace_distribution
+{
+public:
+   // ----------------------------------
+   // public Types
+   // ----------------------------------
+   typedef RealType value_type;
+   typedef Policy policy_type;
+
+   // ----------------------------------
+   // Constructor(s)
+   // ----------------------------------
+   laplace_distribution(RealType location = 0, RealType scale = 1)
+      : m_location(location), m_scale(scale)
+   {
+      RealType result;
+      check_parameters("boost::math::laplace_distribution<%1%>::laplace_distribution()", &result);
+   }
+
+
+   // ----------------------------------
+   // Public functions
+   // ----------------------------------
+
+   RealType location() const
+   {
+      return m_location;
+   }
+
+   RealType scale() const
+   {
+      return m_scale;
+   }
+
+   bool check_parameters(const char* function, RealType* result) const
+   {
+         if(false == detail::check_scale(function, m_scale, result, Policy())) return false;
+         if(false == detail::check_location(function, m_location, result, Policy())) return false;
+         return true;
+   }
+
+
+private:
+   RealType m_location;
+   RealType m_scale;
+
+}; // class laplace_distribution
+
+
+
+//
+// Convenient type synonym
+//
+typedef laplace_distribution laplace;
+
+//
+// Non member functions
+//
+template 
+inline const std::pair range(const laplace_distribution&)
+{
+   using boost::math::tools::max_value;
+   return std::pair(-max_value(), max_value());
+}
+
+template 
+inline const std::pair support(const laplace_distribution&)
+{
+   using boost::math::tools::max_value;
+   return std::pair(-max_value(),  max_value());
+}
+
+template 
+inline RealType pdf(const laplace_distribution& dist, const RealType& x)
+{
+   BOOST_MATH_STD_USING // for ADL of std functions
+
+   // Checking function argument
+   RealType result;
+   const char* function = "boost::math::pdf(const laplace_distribution<%1%>&, %1%))";
+   if (false == dist.check_parameters(function, &result)) return result;
+   if (false == detail::check_x(function, x, &result, Policy())) return result;
+
+   // Special pdf values
+   if((boost::math::isinf)(x))
+      return 0; // pdf + and - infinity is zero.
+
+   // General case
+   RealType scale( dist.scale() );
+   RealType location( dist.location() );
+
+   RealType exponent = x - location;
+   if (exponent>0) exponent = -exponent;
+   exponent /= scale;
+
+   result = exp(exponent);
+   result /= 2 * scale;
+
+   return result;
+} // pdf
+
+template 
+inline RealType cdf(const laplace_distribution& dist, const RealType& x)
+{
+   BOOST_MATH_STD_USING  // for ADL of std functions
+
+   // Checking function argument
+   RealType result;
+   const char* function = "boost::math::cdf(const laplace_distribution<%1%>&, %1%)";
+   if (false == dist.check_parameters(function, &result)) return result;
+   if (false == detail::check_x(function, x, &result, Policy())) return result;
+
+   // Special cdf values
+   if((boost::math::isinf)(x))
+   {
+     if(x < 0) return 0; // -infinity
+     return 1; // + infinity
+   }
+
+   // General cdf  values
+   RealType scale( dist.scale() );
+   RealType location( dist.location() );
+
+   if (x < location)
+      result = exp( (x-location)/scale )/2;
+   else
+      result = 1 - exp( (location-x)/scale )/2;
+
+   return result;
+} // cdf
+
+
+template 
+inline RealType quantile(const laplace_distribution& dist, const RealType& p)
+{
+   BOOST_MATH_STD_USING // for ADL of std functions
+
+   // Checking function argument
+   RealType result;
+   const char* function = "boost::math::quantile(const laplace_distribution<%1%>&, %1%)";
+   if (false == dist.check_parameters(function, &result)) return result;
+   if(false == detail::check_probability(function, p, &result, Policy())) return result;
+
+   // extreme values
+   if(p == 0) return -std::numeric_limits::infinity();
+   if(p == 1) return std::numeric_limits::infinity();
+
+   // Calculate Quantile
+   RealType scale( dist.scale() );
+   RealType location( dist.location() );
+
+   if (p - 0.5 < 0.0)
+      result = location + scale*log( static_cast(p*2) );
+   else
+      result = location - scale*log( static_cast(-p*2 + 2) );
+
+   return result;
+} // quantile
+
+
+template 
+inline RealType cdf(const complemented2_type, RealType>& c)
+{
+   BOOST_MATH_STD_USING // for ADL of std functions
+
+   RealType scale = c.dist.scale();
+   RealType location = c.dist.location();
+   RealType x = c.param;
+
+   // Checking function argument
+   RealType result;
+   const char* function = "boost::math::cdf(const complemented2_type, %1%>&)";
+   if(false == detail::check_x(function, x, &result, Policy()))return result;
+
+   // Calculate cdf
+
+   // Special cdf value
+   if((boost::math::isinf)(x))
+   {
+     if(x < 0) return 1; // cdf complement -infinity is unity.
+     return 0; // cdf complement +infinity is zero
+   }
+
+   // Cdf interval value
+   if (-x < location)
+      result = exp( (-x-location)/scale )/2;
+   else
+      result = 1 - exp( (location+x)/scale )/2;
+
+   return result;
+} // cdf complement
+
+
+template 
+inline RealType quantile(const complemented2_type, RealType>& c)
+{
+   BOOST_MATH_STD_USING // for ADL of std functions
+
+   // Calculate quantile
+   RealType scale = c.dist.scale();
+   RealType location = c.dist.location();
+   RealType q = c.param;
+
+   // Checking function argument
+   RealType result;
+   const char* function = "quantile(const complemented2_type, %1%>&)";
+   if(false == detail::check_probability(function, q, &result, Policy())) return result;
+
+
+   // extreme values
+   if(q == 0) return std::numeric_limits::infinity();
+   if(q == 1) return -std::numeric_limits::infinity();
+
+   if (0.5 - q < 0.0)
+      result = location + scale*log( static_cast(-q*2 + 2) );
+   else
+      result = location - scale*log( static_cast(q*2) );
+
+
+   return result;
+} // quantile
+
+template 
+inline RealType mean(const laplace_distribution& dist)
+{
+   return dist.location();
+}
+
+template 
+inline RealType standard_deviation(const laplace_distribution& dist)
+{
+   return constants::root_two() * dist.scale();
+}
+
+template 
+inline RealType mode(const laplace_distribution& dist)
+{
+   return dist.location();
+}
+
+template 
+inline RealType median(const laplace_distribution& dist)
+{
+   return dist.location();
+}
+
+template 
+inline RealType skewness(const laplace_distribution& /*dist*/)
+{
+   return 0;
+}
+
+template 
+inline RealType kurtosis(const laplace_distribution& /*dist*/)
+{
+   return 6;
+}
+
+template 
+inline RealType kurtosis_excess(const laplace_distribution& /*dist*/)
+{
+   return 3;
+}
+
+} // namespace math
+} // namespace boost
+
+// This include must be at the end, *after* the accessors
+// for this distribution have been defined, in order to
+// keep compilers that support two-phase lookup happy.
+#include 
+
+#endif // BOOST_STATS_LAPLACE_HPP
+
+
diff --git a/include/boost/math/distributions/logistic.hpp b/include/boost/math/distributions/logistic.hpp
new file mode 100644
index 000000000..76c6d841c
--- /dev/null
+++ b/include/boost/math/distributions/logistic.hpp
@@ -0,0 +1,287 @@
+// Copyright 2008 Gautam Sewani
+//
+// Use, modification and distribution are subject to the
+// Boost Software License, Version 1.0.
+// (See accompanying file LICENSE_1_0.txt
+// or copy at http://www.boost.org/LICENSE_1_0.txt)
+
+#include 
+#include 
+#include 
+#include 
+#include 
+#include 
+
+namespace boost { namespace math { 
+
+    template  >
+    class logistic_distribution
+    {
+    public:
+      typedef RealType value_type;
+      typedef Policy policy_type;
+      
+      logistic_distribution(RealType location=0, RealType scale=1) // Constructor.
+        : m_location(location), m_scale(scale) 
+      {
+        static const char* function = "boost::math::logistic_distribution<%1%>::logistic_distribution";
+        
+        RealType result;
+        detail::check_scale(function, scale, &result, Policy());
+        detail::check_location(function, location, &result, Policy());
+      }
+      // Accessor functions.
+      RealType scale()const
+      {
+        return m_scale;
+      }
+      
+      RealType location()const
+      {
+        return m_location;
+      }
+    private:
+      // Data members:
+      RealType m_location;  // distribution location aka mu.
+      RealType m_scale;  // distribution scale aka s.
+    }; // class logistic_distribution
+    
+    
+    typedef logistic_distribution logistic;
+    
+    template 
+    inline const std::pair range(const logistic_distribution& /* dist */)
+    { // Range of permissible values for random variable x.
+      using boost::math::tools::max_value;
+      return std::pair(-max_value(), max_value()); // - to + infinity
+    }
+    
+    template 
+    inline const std::pair support(const logistic_distribution& /* dist */)
+    { // Range of supported values for random variable x.
+      // This is range where cdf rises from 0 to 1, and outside it, the pdf is zero.
+      using boost::math::tools::max_value;
+      return std::pair(-max_value(), max_value()); // - to + infinity
+    }
+    
+    
+    template 
+    inline RealType pdf(const logistic_distribution& dist, const RealType& x)
+    {
+       RealType scale = dist.scale();
+       RealType location = dist.location();
+
+       static const char* function = "boost::math::pdf(const logistic_distribution<%1%>&, %1%)";
+       if((boost::math::isinf)(x))
+       {
+          return 0; // pdf + and - infinity is zero.
+       }
+
+       RealType result;
+       if(false == detail::check_scale(function, scale , &result, Policy()))
+       {
+          return result;
+       }
+       if(false == detail::check_location(function, location, &result, Policy()))
+       {
+          return result;
+       }
+       if(false == detail::check_x(function, x, &result, Policy()))
+       {
+          return result;
+       }
+
+       BOOST_MATH_STD_USING
+       RealType exp_term = (location - x) / scale;
+       if(fabs(exp_term) > tools::log_max_value())
+          return 0;
+       exp_term = exp(exp_term);
+       if((exp_term * scale > 1) && (exp_term > tools::max_value() / (scale * exp_term)))
+          return 1 / (scale * exp_term);
+       return (exp_term) / (scale * (1 + exp_term) * (1 + exp_term));
+    } 
+    
+    template 
+    inline RealType cdf(const logistic_distribution& dist, const RealType& x)
+    {
+       RealType scale = dist.scale();
+       RealType location = dist.location();
+       RealType result; // of checks.
+       static const char* function = "boost::math::cdf(const logistic_distribution<%1%>&, %1%)";
+       if(false == detail::check_scale(function, scale, &result, Policy()))
+       {
+          return result;
+       }
+       if(false == detail::check_location(function, location, &result, Policy()))
+       {
+          return result;
+       }
+
+       if((boost::math::isinf)(x))
+       {
+          if(x < 0) return 0; // -infinity
+          return 1; // + infinity
+       }
+
+       if(false == detail::check_x(function, x, &result, Policy()))
+       {
+          return result;
+       }
+       BOOST_MATH_STD_USING
+       RealType power = (location - x) / scale;
+       if(power > tools::log_max_value())
+          return 0;
+       if(power < -tools::log_max_value())
+          return 1;
+       return 1 / (1 + exp(power)); 
+    } 
+    
+    template 
+    inline RealType quantile(const logistic_distribution& dist, const RealType& p)
+    {
+       BOOST_MATH_STD_USING
+       RealType location = dist.location();
+       RealType scale = dist.scale();
+
+       static const char* function = "boost::math::quantile(const logistic_distribution<%1%>&, %1%)";
+
+       RealType result;
+       if(false == detail::check_scale(function, scale, &result, Policy()))
+          return result;
+       if(false == detail::check_location(function, location, &result, Policy()))
+          return result;
+       if(false == detail::check_probability(function, p, &result, Policy()))
+          return result;
+
+       if(p == 0)
+       {
+          return -policies::raise_overflow_error(function,"probability argument is 0, must be >0 and <1",Policy());
+       }
+       if(p == 1)
+       {
+          return policies::raise_overflow_error(function,"probability argument is 1, must be >0 and <1",Policy());
+       }
+       //Expressions to try
+       //return location+scale*log(p/(1-p));
+       //return location+scale*log1p((2*p-1)/(1-p));
+
+       //return location - scale*log( (1-p)/p);
+       //return location - scale*log1p((1-2*p)/p);
+
+       //return -scale*log(1/p-1) + location;
+       return location - scale * log((1 - p) / p);
+     } // RealType quantile(const logistic_distribution& dist, const RealType& p)
+    
+    template 
+    inline RealType cdf(const complemented2_type, RealType>& c)
+    {
+       BOOST_MATH_STD_USING
+       RealType location = c.dist.location();
+       RealType scale = c.dist.scale();
+       RealType x = c.param;
+       static const char* function = "boost::math::cdf(const complement(logistic_distribution<%1%>&), %1%)";
+
+       if((boost::math::isinf)(x))
+       {
+          if(x < 0) return 1; // cdf complement -infinity is unity.
+          return 0; // cdf complement +infinity is zero
+       }
+       RealType result;
+       if(false == detail::check_scale(function, scale, &result, Policy()))
+          return result;
+       if(false == detail::check_location(function, location, &result, Policy()))
+          return result;
+       if(false == detail::check_x(function, x, &result, Policy()))
+          return result;
+       RealType power = (x - location) / scale;
+       if(power > tools::log_max_value())
+          return 0;
+       if(power < -tools::log_max_value())
+          return 1;
+       return 1 / (1 + exp(power)); 
+    } 
+
+    template 
+    inline RealType quantile(const complemented2_type, RealType>& c)
+    {
+       BOOST_MATH_STD_USING
+       RealType scale = c.dist.scale();
+       RealType location = c.dist.location();
+       static const char* function = "boost::math::quantile(const complement(logistic_distribution<%1%>&), %1%)";
+       RealType result;
+       if(false == detail::check_scale(function, scale, &result, Policy()))
+          return result;
+       if(false == detail::check_location(function, location, &result, Policy()))
+          return result;
+       RealType q = c.param;
+       if(false == detail::check_probability(function, q, &result, Policy()))
+          return result;
+       using boost::math::tools::max_value;
+
+       if(q == 1)
+       {
+          return -policies::raise_overflow_error(function,"probability argument is 1, but must be >0 and <1",Policy());
+       }
+       if(q == 0)
+       {
+          return policies::raise_overflow_error(function,"probability argument is 0, but must be >0 and <1",Policy());
+       }
+       //Expressions to try 
+       //return location+scale*log((1-q)/q);
+       return location + scale * log((1 - q) / q);
+
+       //return location-scale*log(q/(1-q));
+       //return location-scale*log1p((2*q-1)/(1-q));
+
+       //return location+scale*log(1/q-1);
+       //return location+scale*log1p(1/q-2);
+    } 
+    
+    template 
+    inline RealType mean(const logistic_distribution& dist)
+    {
+      return dist.location();
+    } // RealType mean(const logistic_distribution& dist)
+    
+    template 
+    inline RealType variance(const logistic_distribution& dist)
+    {
+      BOOST_MATH_STD_USING
+      RealType scale = dist.scale();
+      return boost::math::constants::pi()*boost::math::constants::pi()*scale*scale/3;
+    } // RealType variance(const logistic_distribution& dist)
+    
+    template 
+    inline RealType mode(const logistic_distribution& dist)
+    {
+      return dist.location();
+    }
+    
+    template 
+    inline RealType median(const logistic_distribution& dist)
+    {
+      return dist.location();
+    }
+    template 
+    inline RealType skewness(const logistic_distribution& /*dist*/)
+    {
+      return 0;
+    } // RealType skewness(const logistic_distribution& dist)
+    
+    template 
+    inline RealType kurtosis_excess(const logistic_distribution& /*dist*/)
+    {
+      return static_cast(6)/5; 
+    } // RealType kurtosis_excess(const logistic_distribution& dist)
+
+    template 
+    inline RealType kurtosis(const logistic_distribution& dist)
+    {
+      return kurtosis_excess(dist) + 3;
+    } // RealType kurtosis_excess(const logistic_distribution& dist)
+  }}
+
+
+// Must come at the end:
+#include 
+
diff --git a/include/boost/math/distributions/negative_binomial.hpp b/include/boost/math/distributions/negative_binomial.hpp
index ccc8127b1..f9a24e824 100644
--- a/include/boost/math/distributions/negative_binomial.hpp
+++ b/include/boost/math/distributions/negative_binomial.hpp
@@ -468,14 +468,14 @@ namespace boost
       RealType guess = 0;
       RealType factor = 5;
       if(r * r * r * P * p > 0.005)
-         guess = detail::inverse_negative_binomial_cornish_fisher(r, p, 1-p, P, 1-P, Policy());
+         guess = detail::inverse_negative_binomial_cornish_fisher(r, p, RealType(1-p), P, RealType(1-P), Policy());
 
       if(guess < 10)
       {
          //
          // Cornish-Fisher Negative binomial approximation not accurate in this area:
          //
-         guess = (std::min)(r * 2, RealType(10));
+         guess = (std::min)(RealType(r * 2), RealType(10));
       }
       else
          factor = (1-P < sqrt(tools::epsilon())) ? 2 : (guess < 20 ? 1.2f : 1.1f);
@@ -545,14 +545,14 @@ namespace boost
        RealType guess = 0;
        RealType factor = 5;
        if(r * r * r * (1-Q) * p > 0.005)
-          guess = detail::inverse_negative_binomial_cornish_fisher(r, p, 1-p, 1-Q, Q, Policy());
+          guess = detail::inverse_negative_binomial_cornish_fisher(r, p, RealType(1-p), RealType(1-Q), Q, Policy());
 
        if(guess < 10)
        {
           //
           // Cornish-Fisher Negative binomial approximation not accurate in this area:
           //
-          guess = (std::min)(r * 2, RealType(10));
+          guess = (std::min)(RealType(r * 2), RealType(10));
        }
        else
           factor = (Q < sqrt(tools::epsilon())) ? 2 : (guess < 20 ? 1.2f : 1.1f);
diff --git a/include/boost/math/distributions/non_central_beta.hpp b/include/boost/math/distributions/non_central_beta.hpp
index 5e9eef2fe..da3f37f30 100644
--- a/include/boost/math/distributions/non_central_beta.hpp
+++ b/include/boost/math/distributions/non_central_beta.hpp
@@ -51,14 +51,13 @@ namespace boost
             T pois = gamma_p_derivative(T(k+1), l2, pol);
             if(pois == 0)
                return init_val;
+            // recurance term:
+            T xterm;
             // Starting beta term:
             T beta = x < y 
-               ? ibeta(a + k, b, x, pol)
-               : ibetac(b, a + k, y, pol);
-            // recurance term:
-            T xterm = x < y
-               ? ibeta_derivative(a + k, b, x, pol)
-               : ibeta_derivative(b, a + k, y, pol);
+               ? detail::ibeta_imp(T(a + k), b, x, pol, false, true, &xterm)
+               : detail::ibeta_imp(b, T(a + k), y, pol, true, true, &xterm);
+
             xterm *= y / (a + b + k - 1);
             T poisf(pois), betaf(beta), xtermf(xterm);
             T sum = init_val;
@@ -130,14 +129,13 @@ namespace boost
             T pois = gamma_p_derivative(T(k+1), l2, pol);
             if(pois == 0)
                return init_val;
+            // recurance term:
+            T xterm;
             // Starting beta term:
             T beta = x < y
-               ? ibetac(a + k, b, x, pol)
-               : ibeta(b, a + k, y, pol);
-            // recurance term:
-            T xterm = x < y 
-               ? ibeta_derivative(a + k, b, x, pol)
-               : ibeta_derivative(b, a + k, y, pol);
+               ? detail::ibeta_imp(T(a + k), b, x, pol, true, true, &xterm)
+               : detail::ibeta_imp(b, T(a + k), y, pol, false, true, &xterm);
+
             xterm *= y / (a + b + k - 1);
             T poisf(pois), betaf(beta), xtermf(xterm);
             T sum = init_val;
@@ -597,7 +595,7 @@ namespace boost
             if(l == 0)
                return pdf(boost::math::beta_distribution(dist.alpha(), dist.beta()), x);
             return policies::checked_narrowing_cast(
-               non_central_beta_pdf(a, b, l, static_cast(x), 1 - static_cast(x), forwarding_policy()),
+               non_central_beta_pdf(a, b, l, static_cast(x), value_type(1 - static_cast(x)), forwarding_policy()),
                "function");
          }
 
@@ -781,7 +779,7 @@ namespace boost
          if(l == 0)
             return cdf(beta_distribution(a, b), x);
 
-         return detail::non_central_beta_cdf(x, 1 - x, a, b, l, false, Policy());
+         return detail::non_central_beta_cdf(x, RealType(1 - x), a, b, l, false, Policy());
       } // cdf
 
       template 
@@ -818,7 +816,7 @@ namespace boost
          if(l == 0)
             return cdf(complement(beta_distribution(a, b), x));
 
-         return detail::non_central_beta_cdf(x, 1 - x, a, b, l, true, Policy());
+         return detail::non_central_beta_cdf(x, RealType(1 - x), a, b, l, true, Policy());
       } // ccdf
 
       template 
diff --git a/include/boost/math/distributions/non_central_t.hpp b/include/boost/math/distributions/non_central_t.hpp
index f68efe6ce..2cc3df89d 100644
--- a/include/boost/math/distributions/non_central_t.hpp
+++ b/include/boost/math/distributions/non_central_t.hpp
@@ -47,14 +47,13 @@ namespace boost
                * delta / constants::root_two();
             if(pois == 0)
                return init_val;
+            // Recurance term:
+            T xterm;
             // Starting beta term:
             T beta = x < y
-               ? ibeta(T(k + 1), n / 2, x, pol)
-               : ibetac(n / 2, T(k + 1), y, pol);
-            // Recurance term:
-            T xterm = x < y
-               ? ibeta_derivative(T(k + 1), n / 2, x, pol)
-               : ibeta_derivative(n / 2, T(k + 1), y, pol);
+               ? detail::ibeta_imp(T(k + 1), T(n / 2), x, pol, false, true, &xterm)
+               : detail::ibeta_imp(T(n / 2), T(k + 1), y, pol, true, true, &xterm);
+
             xterm *= y / (n / 2 + k);
             T poisf(pois), betaf(beta), xtermf(xterm);
             T sum = init_val;
@@ -118,14 +117,13 @@ namespace boost
                * delta / constants::root_two();
             if(pois == 0)
                return init_val;
+            // Recurance term:
+            T xterm;
             // Starting beta term:
             T beta = x < y 
-               ? ibetac(T(k + 1), n / 2, x, pol)
-               : ibeta(n / 2, T(k + 1), y, pol);
-            // Recurance term:
-            T xterm = x < y
-               ? ibeta_derivative(T(k + 1), n / 2, x, pol)
-               : ibeta_derivative(n / 2, T(k + 1), y, pol);
+               ? detail::ibeta_imp(T(k + 1), T(n / 2), x, pol, true, true, &xterm) 
+               : detail::ibeta_imp(T(n / 2), T(k + 1), y, pol, false, true, &xterm);
+
             xterm *= y / (n / 2 + k);
             T poisf(pois), betaf(beta), xtermf(xterm);
             T sum = init_val;
@@ -1042,7 +1040,7 @@ namespace boost
       { // Quantile (or Percent Point) function.
          RealType v = dist.degrees_of_freedom();
          RealType l = dist.non_centrality();
-         return detail::non_central_t_quantile(v, l, p, 1-p, Policy());
+         return detail::non_central_t_quantile(v, l, p, RealType(1-p), Policy());
       } // quantile
 
       template 
@@ -1052,7 +1050,7 @@ namespace boost
          RealType q = c.param;
          RealType v = dist.degrees_of_freedom();
          RealType l = dist.non_centrality();
-         return detail::non_central_t_quantile(v, l, 1-q, q, Policy());
+         return detail::non_central_t_quantile(v, l, RealType(1-q), q, Policy());
       } // quantile complement.
 
    } // namespace math
diff --git a/include/boost/math/distributions/pareto.hpp b/include/boost/math/distributions/pareto.hpp
index d568a5af9..7673b96cf 100644
--- a/include/boost/math/distributions/pareto.hpp
+++ b/include/boost/math/distributions/pareto.hpp
@@ -1,5 +1,5 @@
 //  Copyright John Maddock 2007.
-//  Copyright Paul A. Bristow 2007
+//  Copyright Paul A. Bristow 2007, 2009
 //  Use, modification and distribution are subject to the
 //  Boost Software License, Version 1.0. (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
@@ -13,6 +13,8 @@
 // Weisstein, Eric W. "Pareto Distribution."
 // From MathWorld--A Wolfram Web Resource.
 // http://mathworld.wolfram.com/ParetoDistribution.html
+// Handbook of Statistical Distributions with Applications, K Krishnamoorthy, ISBN 1-58488-635-8, Chapter 23, pp 257 - 267.
+// Caution KK's a and b are the reverse of Mathworld!
 
 #include 
 #include 
@@ -28,14 +30,14 @@ namespace boost
     namespace detail
     { // Parameter checking.
       template 
-      inline bool check_pareto_location(
+      inline bool check_pareto_scale(
         const char* function,
-        RealType location,
+        RealType scale,
         RealType* result, const Policy& pol)
       {
-        if((boost::math::isfinite)(location))
+        if((boost::math::isfinite)(scale))
         { // any > 0 finite value is OK.
-          if (location > 0)
+          if (scale > 0)
           {
             return true;
           }
@@ -43,7 +45,7 @@ namespace boost
           {
             *result = policies::raise_domain_error(
               function,
-              "Location parameter is %1%, but must be > 0!", location, pol);
+              "Scale parameter is %1%, but must be > 0!", scale, pol);
             return false;
           }
         }
@@ -51,10 +53,10 @@ namespace boost
         { // Not finite.
           *result = policies::raise_domain_error(
             function,
-            "Location parameter is %1%, but must be finite!", location, pol);
+            "Scale parameter is %1%, but must be finite!", scale, pol);
           return false;
         }
-      } // bool check_pareto_location
+      } // bool check_pareto_scale
 
       template 
       inline bool check_pareto_shape(
@@ -92,7 +94,7 @@ namespace boost
         RealType* result, const Policy& pol)
       {
         if((boost::math::isfinite)(x))
-        { // 
+        { //
           if (x > 0)
           {
             return true;
@@ -117,11 +119,11 @@ namespace boost
       template 
       inline bool check_pareto( // distribution parameters.
         const char* function,
-        RealType location,
+        RealType scale,
         RealType shape,
         RealType* result, const Policy& pol)
       {
-        return check_pareto_location(function, location, result, pol) 
+        return check_pareto_scale(function, scale, result, pol)
            && check_pareto_shape(function, shape, result, pol);
       } // bool check_pareto(
 
@@ -134,26 +136,26 @@ namespace boost
       typedef RealType value_type;
       typedef Policy policy_type;
 
-      pareto_distribution(RealType location = 1, RealType shape = 1)
-        : m_location(location), m_shape(shape)
+      pareto_distribution(RealType scale = 1, RealType shape = 1)
+        : m_scale(scale), m_shape(shape)
       { // Constructor.
         RealType result;
-        detail::check_pareto("boost::math::pareto_distribution<%1%>::pareto_distribution", location, shape, &result, Policy());
+        detail::check_pareto("boost::math::pareto_distribution<%1%>::pareto_distribution", scale, shape, &result, Policy());
       }
 
-      RealType location()const
-      { // AKA Xm and b
-        return m_location;
+      RealType scale()const
+      { // AKA Xm and Wolfram b and beta
+        return m_scale;
       }
 
       RealType shape()const
-      { // AKA k and a
+      { // AKA k and Wolfram a and alpha
         return m_shape;
       }
     private:
       // Data members:
-      RealType m_location;  // distribution location (xm)
-      RealType m_shape;  // distribution shape (k)
+      RealType m_scale;  // distribution scale (xm) or beta
+      RealType m_shape;  // distribution shape (k) or alpha
     };
 
     typedef pareto_distribution pareto; // Convenience to allow pareto(2., 3.);
@@ -162,7 +164,7 @@ namespace boost
     inline const std::pair range(const pareto_distribution& /*dist*/)
     { // Range of permissible values for random variable x.
       using boost::math::tools::max_value;
-      return std::pair(0, max_value()); // location zero to + infinity.
+      return std::pair(0, max_value()); // scale zero to + infinity.
     } // range
 
     template 
@@ -170,7 +172,7 @@ namespace boost
     { // Range of supported values for random variable x.
       // This is range where cdf rises from 0 to 1, and outside it, the pdf is zero.
       using boost::math::tools::max_value;
-      return std::pair(dist.location(), max_value() ); // location to + infinity.
+      return std::pair(dist.scale(), max_value() ); // scale to + infinity.
     } // support
 
     template 
@@ -178,18 +180,17 @@ namespace boost
     {
       BOOST_MATH_STD_USING  // for ADL of std function pow.
       static const char* function = "boost::math::pdf(const pareto_distribution<%1%>&, %1%)";
-      RealType location = dist.location();
+      RealType scale = dist.scale();
       RealType shape = dist.shape();
       RealType result;
       if(false == (detail::check_pareto_x(function, x, &result, Policy())
-         && detail::check_pareto(function, location, shape, &result, Policy())))
+         && detail::check_pareto(function, scale, shape, &result, Policy())))
          return result;
-      if (x < location)
-      { // regardless of shape, pdf is zero.
-        return 0; 
+      if (x < scale)
+      { // regardless of shape, pdf is zero (or should be disallow x < scale and throw an exception?).
+        return 0;
       }
-
-      result = shape * pow(location, shape) / pow(x, shape+1);
+      result = shape * pow(scale, shape) / pow(x, shape+1);
       return result;
     } // pdf
 
@@ -198,21 +199,21 @@ namespace boost
     {
       BOOST_MATH_STD_USING  // for ADL of std function pow.
       static const char* function = "boost::math::cdf(const pareto_distribution<%1%>&, %1%)";
-      RealType location = dist.location();
+      RealType scale = dist.scale();
       RealType shape = dist.shape();
       RealType result;
 
       if(false == (detail::check_pareto_x(function, x, &result, Policy())
-         && detail::check_pareto(function, location, shape, &result, Policy())))
+         && detail::check_pareto(function, scale, shape, &result, Policy())))
          return result;
 
-      if (x <= location)
+      if (x <= scale)
       { // regardless of shape, cdf is zero.
-        return 0; 
+        return 0;
       }
 
-      // result = RealType(1) - pow((location / x), shape);
-      result = -boost::math::powm1(location/x, shape, Policy()); // should be more accurate.
+      // result = RealType(1) - pow((scale / x), shape);
+      result = -boost::math::powm1(scale/x, shape, Policy()); // should be more accurate.
       return result;
     } // cdf
 
@@ -222,22 +223,22 @@ namespace boost
       BOOST_MATH_STD_USING  // for ADL of std function pow.
       static const char* function = "boost::math::quantile(const pareto_distribution<%1%>&, %1%)";
       RealType result;
-      RealType location = dist.location();
+      RealType scale = dist.scale();
       RealType shape = dist.shape();
       if(false == (detail::check_probability(function, p, &result, Policy())
-           && detail::check_pareto(function, location, shape, &result, Policy())))
+           && detail::check_pareto(function, scale, shape, &result, Policy())))
       {
         return result;
       }
       if (p == 0)
       {
-        return location; // x must be location (or less).
+        return scale; // x must be scale (or less).
       }
       if (p == 1)
       {
         return tools::max_value(); // x = + infinity.
       }
-      result = location /
+      result = scale /
         (pow((1 - p), 1 / shape));
       // K. Krishnamoorthy,  ISBN 1-58488-635-8 eq 23.1.3
       return result;
@@ -250,21 +251,21 @@ namespace boost
        static const char* function = "boost::math::cdf(const pareto_distribution<%1%>&, %1%)";
        RealType result;
        RealType x = c.param;
-       RealType location = c.dist.location();
+       RealType scale = c.dist.scale();
        RealType shape = c.dist.shape();
        if(false == (detail::check_pareto_x(function, x, &result, Policy())
-           && detail::check_pareto(function, location, shape, &result, Policy())))
+           && detail::check_pareto(function, scale, shape, &result, Policy())))
          return result;
 
-       if (x <= location)
+       if (x <= scale)
        { // regardless of shape, cdf is zero, and complement is unity.
-         return 1; 
+         return 1;
        }
-       result = pow((location/x), shape);
-   
+       result = pow((scale/x), shape);
+
        return result;
     } // cdf complement
-    
+
     template 
     inline RealType quantile(const complemented2_type, RealType>& c)
     {
@@ -272,22 +273,22 @@ namespace boost
       static const char* function = "boost::math::quantile(const pareto_distribution<%1%>&, %1%)";
       RealType result;
       RealType q = c.param;
-      RealType location = c.dist.location();
+      RealType scale = c.dist.scale();
       RealType shape = c.dist.shape();
       if(false == (detail::check_probability(function, q, &result, Policy())
-           && detail::check_pareto(function, location, shape, &result, Policy())))
+           && detail::check_pareto(function, scale, shape, &result, Policy())))
       {
         return result;
       }
       if (q == 1)
       {
-        return location; // x must be location (or less).
+        return scale; // x must be scale (or less).
       }
       if (q == 0)
       {
         return tools::max_value(); // x = + infinity.
       }
-      result = location / (pow(q, 1 / shape));
+      result = scale / (pow(q, 1 / shape));
       // K. Krishnamoorthy,  ISBN 1-58488-635-8 eq 23.1.3
       return result;
     } // quantile complement
@@ -297,13 +298,13 @@ namespace boost
     {
       RealType result;
       static const char* function = "boost::math::mean(const pareto_distribution<%1%>&, %1%)";
-      if(false == detail::check_pareto(function, dist.location(), dist.shape(), &result, Policy()))
+      if(false == detail::check_pareto(function, dist.scale(), dist.shape(), &result, Policy()))
       {
         return result;
       }
       if (dist.shape() > RealType(1))
       {
-        return dist.shape() * dist.location() / (dist.shape() - 1);
+        return dist.shape() * dist.scale() / (dist.shape() - 1);
       }
       else
       {
@@ -315,7 +316,7 @@ namespace boost
     template 
     inline RealType mode(const pareto_distribution& dist)
     {
-      return dist.location();
+      return dist.scale();
     } // mode
 
     template 
@@ -323,28 +324,28 @@ namespace boost
     {
       RealType result;
       static const char* function = "boost::math::median(const pareto_distribution<%1%>&, %1%)";
-      if(false == detail::check_pareto(function, dist.location(), dist.shape(), &result, Policy()))
+      if(false == detail::check_pareto(function, dist.scale(), dist.shape(), &result, Policy()))
       {
         return result;
       }
       BOOST_MATH_STD_USING
-      return dist.location() * pow(RealType(2), (1/dist.shape()));
+      return dist.scale() * pow(RealType(2), (1/dist.shape()));
     } // median
 
     template 
     inline RealType variance(const pareto_distribution& dist)
     {
       RealType result;
-      RealType location = dist.location();
+      RealType scale = dist.scale();
       RealType shape = dist.shape();
       static const char* function = "boost::math::variance(const pareto_distribution<%1%>&, %1%)";
-      if(false == detail::check_pareto(function, location, shape, &result, Policy()))
+      if(false == detail::check_pareto(function, scale, shape, &result, Policy()))
       {
         return result;
       }
       if (shape > 2)
       {
-        result = (location * location * shape) /
+        result = (scale * scale * shape) /
          ((shape - 1) *  (shape - 1) * (shape - 2));
       }
       else
@@ -358,12 +359,12 @@ namespace boost
 
     template 
     inline RealType skewness(const pareto_distribution& dist)
-    {  
+    {
       BOOST_MATH_STD_USING
       RealType result;
       RealType shape = dist.shape();
       static const char* function = "boost::math::pdf(const pareto_distribution<%1%>&, %1%)";
-      if(false == detail::check_pareto(function, dist.location(), shape, &result, Policy()))
+      if(false == detail::check_pareto(function, dist.scale(), shape, &result, Policy()))
       {
         return result;
       }
@@ -388,7 +389,7 @@ namespace boost
       RealType result;
       RealType shape = dist.shape();
       static const char* function = "boost::math::pdf(const pareto_distribution<%1%>&, %1%)";
-      if(false == detail::check_pareto(function, dist.location(), shape, &result, Policy()))
+      if(false == detail::check_pareto(function, dist.scale(), shape, &result, Policy()))
       {
         return result;
       }
@@ -412,7 +413,7 @@ namespace boost
       RealType result;
       RealType shape = dist.shape();
       static const char* function = "boost::math::pdf(const pareto_distribution<%1%>&, %1%)";
-      if(false == detail::check_pareto(function, dist.location(), shape, &result, Policy()))
+      if(false == detail::check_pareto(function, dist.scale(), shape, &result, Policy()))
       {
         return result;
       }
diff --git a/include/boost/math/distributions/poisson.hpp b/include/boost/math/distributions/poisson.hpp
index b57ba6fbc..3b215d0e2 100644
--- a/include/boost/math/distributions/poisson.hpp
+++ b/include/boost/math/distributions/poisson.hpp
@@ -479,7 +479,7 @@ namespace boost
       if(z < 1)
          guess = z;
       else
-         guess = boost::math::detail::inverse_poisson_cornish_fisher(z, p, 1-p, Policy());
+         guess = boost::math::detail::inverse_poisson_cornish_fisher(z, p, RealType(1-p), Policy());
       if(z > 5)
       {
          if(z > 1000)
@@ -547,7 +547,7 @@ namespace boost
       if(z < 1)
          guess = z;
       else
-         guess = boost::math::detail::inverse_poisson_cornish_fisher(z, 1-q, q, Policy());
+         guess = boost::math::detail::inverse_poisson_cornish_fisher(z, RealType(1-q), q, Policy());
       if(z > 5)
       {
          if(z > 1000)
diff --git a/include/boost/math/distributions/triangular.hpp b/include/boost/math/distributions/triangular.hpp
index 520a350a9..5030081db 100644
--- a/include/boost/math/distributions/triangular.hpp
+++ b/include/boost/math/distributions/triangular.hpp
@@ -214,11 +214,11 @@ namespace boost{ namespace math
     }
     if (x == lower)
     { // (mode - lower) == 0 which would lead to divide by zero!
-      return (mode == lower) ? 2 / (upper - lower) : 0;
+      return (mode == lower) ? 2 / (upper - lower) : RealType(0);
     }
     else if (x == upper)
     {
-      return (mode == upper) ? 2 / (upper - lower) : 0;
+      return (mode == upper) ? 2 / (upper - lower) : RealType(0);
     }
     else if (x <= mode)
     {
diff --git a/include/boost/math/policies/policy.hpp b/include/boost/math/policies/policy.hpp
index 1ed35a4db..99295898b 100644
--- a/include/boost/math/policies/policy.hpp
+++ b/include/boost/math/policies/policy.hpp
@@ -285,13 +285,13 @@ char test_is_default_arg(const default_policy*);
 template 
 struct is_valid_policy_imp 
 {
-   BOOST_STATIC_CONSTANT(bool, value = sizeof(test_is_valid_arg(static_cast(0))) == 1);
+   BOOST_STATIC_CONSTANT(bool, value = sizeof(::boost::math::policies::detail::test_is_valid_arg(static_cast(0))) == 1);
 };
 
 template 
 struct is_default_policy_imp
 {
-   BOOST_STATIC_CONSTANT(bool, value = sizeof(test_is_default_arg(static_cast(0))) == 1);
+   BOOST_STATIC_CONSTANT(bool, value = sizeof(::boost::math::policies::detail::test_is_default_arg(static_cast(0))) == 1);
 };
 
 template  struct is_valid_policy 
@@ -604,6 +604,23 @@ struct normalise,
    typedef policy type;
 };
 
+template <>
+struct normalise,
+          promote_float,
+          promote_double,
+          discrete_quantile<>,
+          assert_undefined<>,
+          default_policy,
+          default_policy,
+          default_policy,
+          default_policy,
+          default_policy,
+          default_policy,
+          default_policy>
+{
+   typedef policy type;
+};
+
 inline policy<> make_policy()
 { return policy<>(); }
 
@@ -815,7 +832,7 @@ inline int digits_imp(mpl::false_ const&)
 } // namespace detail
 
 template 
-inline int digits()
+inline int digits(BOOST_MATH_EXPLICIT_TEMPLATE_TYPE(T))
 {
    typedef mpl::bool_< std::numeric_limits::is_specialized > tag_type;
    return detail::digits_imp(tag_type());
@@ -854,7 +871,7 @@ double test_is_policy(...);
 template 
 struct is_policy_imp
 {
-   BOOST_STATIC_CONSTANT(bool, value = (sizeof(test_is_policy(static_cast(0))) == 1));
+   BOOST_STATIC_CONSTANT(bool, value = (sizeof(::boost::math::policies::detail::test_is_policy(static_cast(0))) == 1));
 };
 
 }
diff --git a/include/boost/math/special_functions.hpp b/include/boost/math/special_functions.hpp
index 20babc65b..f31a0694c 100644
--- a/include/boost/math/special_functions.hpp
+++ b/include/boost/math/special_functions.hpp
@@ -41,6 +41,7 @@
 #include 
 #include 
 #include 
+#include 
 #include 
 #include 
 #include 
diff --git a/include/boost/math/special_functions/bessel.hpp b/include/boost/math/special_functions/bessel.hpp
index 99ab2d479..36e7f6d0e 100644
--- a/include/boost/math/special_functions/bessel.hpp
+++ b/include/boost/math/special_functions/bessel.hpp
@@ -128,7 +128,7 @@ T cyl_bessel_j_imp(T v, T x, const bessel_no_int_tag& t, const Policy& pol)
       // better have integer v:
       if(floor(v) == v)
       {
-         T r = cyl_bessel_j_imp(v, -x, t, pol);
+         T r = cyl_bessel_j_imp(v, T(-x), t, pol);
          if(iround(v, pol) & 1)
             r = -r;
          return r;
@@ -209,7 +209,7 @@ inline T sph_bessel_j_imp(unsigned n, T x, const Policy& pol)
    // Default case is just a naive evaluation of the definition:
    //
    return sqrt(constants::pi() / (2 * x)) 
-      * cyl_bessel_j_imp(T(n)+T(0.5f), x, bessel_no_int_tag(), pol);
+      * cyl_bessel_j_imp(T(T(n)+T(0.5f)), x, bessel_no_int_tag(), pol);
 }
 
 template 
@@ -227,7 +227,7 @@ T cyl_bessel_i_imp(T v, T x, const Policy& pol)
       // better have integer v:
       if(floor(v) == v)
       {
-         T r = cyl_bessel_i_imp(v, -x, pol);
+         T r = cyl_bessel_i_imp(v, T(-x), pol);
          if(iround(v, pol) & 1)
             r = -r;
          return r;
@@ -244,8 +244,12 @@ T cyl_bessel_i_imp(T v, T x, const Policy& pol)
    if(v == 0.5f)
    {
       // common special case, note try and avoid overflow in exp(x):
-      T e = exp(x / 2);
-      return e * (e / sqrt(2 * x * constants::pi()));
+      if(x >= tools::log_max_value())
+      {
+         T e = exp(x / 2);
+         return e * (e / sqrt(2 * x * constants::pi()));
+      }
+      return sqrt(2 / (x * constants::pi())) * sinh(x);
    }
    if(policies::digits() <= 64)
    {
@@ -399,7 +403,7 @@ inline T sph_neumann_imp(unsigned v, T x, const Policy& pol)
    if(x < 2 * tools::min_value())
       return -policies::raise_overflow_error(function, 0, pol);
 
-   T result = cyl_neumann_imp(T(v)+0.5f, x, bessel_no_int_tag(), pol);
+   T result = cyl_neumann_imp(T(T(v)+0.5f), x, bessel_no_int_tag(), pol);
    T tx = sqrt(constants::pi() / (2 * x));
 
    if((tx > 1) && (tools::max_value() / tx < result))
diff --git a/include/boost/math/special_functions/beta.hpp b/include/boost/math/special_functions/beta.hpp
index ffd88ed45..b99fac79f 100644
--- a/include/boost/math/special_functions/beta.hpp
+++ b/include/boost/math/special_functions/beta.hpp
@@ -846,7 +846,7 @@ inline T binomial_ccdf(T n, T k, T x, T y)
    BOOST_MATH_STD_USING // ADL of std names
    T result = pow(x, n);
    T term = result;
-   for(unsigned i = itrunc(n - 1); i > k; --i)
+   for(unsigned i = itrunc(T(n - 1)); i > k; --i)
    {
       term *= ((i + 1) * y) / ((n - i) * x) ;
       result += term;
@@ -904,15 +904,15 @@ T ibeta_imp(T a, T b, T x, const Policy& pol, bool inv, bool normalised, T* p_de
    {
       if(p_derivative)
       {
-         *p_derivative = (a == 1) ? 1 : (a < 1) ? tools::max_value() / 2 : tools::min_value() * 2;
+         *p_derivative = (a == 1) ? (T)1 : (a < 1) ? T(tools::max_value() / 2) : T(tools::min_value() * 2);
       }
-      return (invert ? (normalised ? 1 : boost::math::beta(a, b, pol)) : 0);
+      return (invert ? (normalised ? T(1) : boost::math::beta(a, b, pol)) : T(0));
    }
    if(x == 1)
    {
       if(p_derivative)
       {
-         *p_derivative = (b == 1) ? 1 : (b < 1) ? tools::max_value() / 2 : tools::min_value() * 2;
+         *p_derivative = (b == 1) ? T(1) : (b < 1) ? T(tools::max_value() / 2) : T(tools::min_value() * 2);
       }
       return (invert == 0 ? (normalised ? 1 : boost::math::beta(a, b, pol)) : 0);
    }
@@ -970,7 +970,7 @@ T ibeta_imp(T a, T b, T x, const Policy& pol, bool inv, bool normalised, T* p_de
                T prefix;
                if(!normalised)
                {
-                  prefix = rising_factorial_ratio(a+b, a, 20);
+                  prefix = rising_factorial_ratio(T(a+b), a, 20);
                }
                else
                {
@@ -979,14 +979,14 @@ T ibeta_imp(T a, T b, T x, const Policy& pol, bool inv, bool normalised, T* p_de
                fract = ibeta_a_step(a, b, x, y, 20, pol, normalised, p_derivative);
                if(!invert)
                {
-                  fract = beta_small_b_large_a_series(a + 20, b, x, y, fract, prefix, pol, normalised);
+                  fract = beta_small_b_large_a_series(T(a + 20), b, x, y, fract, prefix, pol, normalised);
                   BOOST_MATH_INSTRUMENT_VARIABLE(fract);
                }
                else
                {
                   fract -= (normalised ? 1 : boost::math::beta(a, b, pol));
                   invert = false;
-                  fract = -beta_small_b_large_a_series(a + 20, b, x, y, fract, prefix, pol, normalised);
+                  fract = -beta_small_b_large_a_series(T(a + 20), b, x, y, fract, prefix, pol, normalised);
                   BOOST_MATH_INSTRUMENT_VARIABLE(fract);
                }
             }
@@ -1052,7 +1052,7 @@ T ibeta_imp(T a, T b, T x, const Policy& pol, bool inv, bool normalised, T* p_de
                T prefix;
                if(!normalised)
                {
-                  prefix = rising_factorial_ratio(a+b, a, 20);
+                  prefix = rising_factorial_ratio(T(a+b), a, 20);
                }
                else
                {
@@ -1062,14 +1062,14 @@ T ibeta_imp(T a, T b, T x, const Policy& pol, bool inv, bool normalised, T* p_de
                BOOST_MATH_INSTRUMENT_VARIABLE(fract);
                if(!invert)
                {
-                  fract = beta_small_b_large_a_series(a + 20, b, x, y, fract, prefix, pol, normalised);
+                  fract = beta_small_b_large_a_series(T(a + 20), b, x, y, fract, prefix, pol, normalised);
                   BOOST_MATH_INSTRUMENT_VARIABLE(fract);
                }
                else
                {
                   fract -= (normalised ? 1 : boost::math::beta(a, b, pol));
                   invert = false;
-                  fract = -beta_small_b_large_a_series(a + 20, b, x, y, fract, prefix, pol, normalised);
+                  fract = -beta_small_b_large_a_series(T(a + 20), b, x, y, fract, prefix, pol, normalised);
                   BOOST_MATH_INSTRUMENT_VARIABLE(fract);
                }
             }
@@ -1126,14 +1126,14 @@ T ibeta_imp(T a, T b, T x, const Policy& pol, bool inv, bool normalised, T* p_de
          else if(a > 15)
          {
             // sidestep so we can use the series representation:
-            int n = itrunc(floor(b), pol);
+            int n = itrunc(T(floor(b)), pol);
             if(n == b)
                --n;
             T bbar = b - n;
             T prefix;
             if(!normalised)
             {
-               prefix = rising_factorial_ratio(a+bbar, bbar, n);
+               prefix = rising_factorial_ratio(T(a+bbar), bbar, n);
             }
             else
             {
@@ -1149,7 +1149,7 @@ T ibeta_imp(T a, T b, T x, const Policy& pol, bool inv, bool normalised, T* p_de
             // the formula here for the non-normalised case is tricky to figure
             // out (for me!!), and requires two pochhammer calculations rather
             // than one, so leave it for now....
-            int n = itrunc(floor(b), pol);
+            int n = itrunc(T(floor(b)), pol);
             T bbar = b - n;
             if(bbar <= 0)
             {
@@ -1161,7 +1161,7 @@ T ibeta_imp(T a, T b, T x, const Policy& pol, bool inv, bool normalised, T* p_de
             if(invert)
                fract -= (normalised ? 1 : boost::math::beta(a, b, pol));
             //fract = ibeta_series(a+20, bbar, x, fract, l, normalised, p_derivative, y);
-            fract = beta_small_b_large_a_series(a+20,  bbar, x, y, fract, T(1), pol, normalised);
+            fract = beta_small_b_large_a_series(T(a+20),  bbar, x, y, fract, T(1), pol, normalised);
             if(invert)
             {
                fract = -fract;
@@ -1241,7 +1241,7 @@ T ibeta_derivative_imp(T a, T b, T x, const Policy& pol)
    // Now the regular cases:
    //
    typedef typename lanczos::lanczos::type lanczos_type;
-   T f1 = ibeta_power_terms(a, b, x, 1 - x, lanczos_type(), true, pol);
+   T f1 = ibeta_power_terms(a, b, x, 1 - x, lanczos_type(), true, pol);
    T y = (1 - x) * x;
 
    if(f1 == 0)
diff --git a/include/boost/math/special_functions/cos_pi.hpp b/include/boost/math/special_functions/cos_pi.hpp
index 3a83ed525..489c2b81a 100644
--- a/include/boost/math/special_functions/cos_pi.hpp
+++ b/include/boost/math/special_functions/cos_pi.hpp
@@ -44,7 +44,7 @@ T cos_pi_imp(T x, const Policy& pol)
       return 0;
    
    rem = cos(constants::pi() * rem);
-   return invert ? -rem : rem;
+   return invert ? T(-rem) : rem;
 }
 
 } // namespace detail
diff --git a/include/boost/math/special_functions/detail/bessel_ik.hpp b/include/boost/math/special_functions/detail/bessel_ik.hpp
index 5d771d88e..94b5314d3 100644
--- a/include/boost/math/special_functions/detail/bessel_ik.hpp
+++ b/include/boost/math/special_functions/detail/bessel_ik.hpp
@@ -49,11 +49,11 @@ int temme_ik(T v, T x, T* K, T* K1, const Policy& pol)
     b = exp(v * a);
     sigma = -a * v;
     c = abs(v) < tools::epsilon() ?
-       1 : boost::math::sin_pi(v) / (v * pi());
+       T(1) : T(boost::math::sin_pi(v) / (v * pi()));
     d = abs(sigma) < tools::epsilon() ?
-        1 : sinh(sigma) / sigma;
+        T(1) : T(sinh(sigma) / sigma);
     gamma1 = abs(v) < tools::epsilon() ?
-        -euler() : (0.5f / v) * (gp - gm) * c;
+        T(-euler()) : T((0.5f / v) * (gp - gm) * c);
     gamma2 = (2 + gp + gm) * c / 2;
 
     // initial values
diff --git a/include/boost/math/special_functions/detail/bessel_jn.hpp b/include/boost/math/special_functions/detail/bessel_jn.hpp
index b1f1a0246..d6ba8d81b 100644
--- a/include/boost/math/special_functions/detail/bessel_jn.hpp
+++ b/include/boost/math/special_functions/detail/bessel_jn.hpp
@@ -28,14 +28,9 @@ T bessel_jn(int n, T x, const Policy& pol)
 
     BOOST_MATH_STD_USING
 
-    if (n == 0)
-    {
-        return bessel_j0(x);
-    }
-    if (n == 1)
-    {
-        return bessel_j1(x);
-    }
+    //
+    // Reflection has to come first:
+    //
     if (n < 0)
     {
         factor = (n & 0x1) ? -1 : 1;  // J_{-n}(z) = (-1)^n J_n(z)
@@ -45,12 +40,24 @@ T bessel_jn(int n, T x, const Policy& pol)
     {
         factor = 1;
     }
+    //
+    // Special cases:
+    //
+    if (n == 0)
+    {
+        return factor * bessel_j0(x);
+    }
+    if (n == 1)
+    {
+        return factor * bessel_j1(x);
+    }
 
     if (x == 0)                             // n >= 2
     {
         return static_cast(0);
     }
 
+    BOOST_ASSERT(n > 1);
     if (n < abs(x))                         // forward recurrence
     {
         prev = bessel_j0(x);
diff --git a/include/boost/math/special_functions/detail/bessel_jy.hpp b/include/boost/math/special_functions/detail/bessel_jy.hpp
index 4ef0deeea..a13b99852 100644
--- a/include/boost/math/special_functions/detail/bessel_jy.hpp
+++ b/include/boost/math/special_functions/detail/bessel_jy.hpp
@@ -55,12 +55,12 @@ int temme_jy(T v, T x, T* Y, T* Y1, const Policy& pol)
     sigma = -a * v;
     d = abs(sigma) < tools::epsilon() ?
         T(1) : sinh(sigma) / sigma;
-    e = abs(v) < tools::epsilon() ? v*pi()*pi() / 2
-        : 2 * spv2 * spv2 / v;
+    e = abs(v) < tools::epsilon() ? T(v*pi()*pi() / 2)
+        : T(2 * spv2 * spv2 / v);
 
-    T g1 = (v == 0) ? -euler() : (gp - gm) / ((1 + gp) * (1 + gm) * 2 * v);
+    T g1 = (v == 0) ? T(-euler()) : T((gp - gm) / ((1 + gp) * (1 + gm) * 2 * v));
     T g2 = (2 + gp + gm) / ((1 + gp) * (1 + gm) * 2);
-    T vspv = (fabs(v) < tools::epsilon()) ? 1/constants::pi() : v / spv;
+    T vspv = (fabs(v) < tools::epsilon()) ? T(1/constants::pi()) : T(v / spv);
     f = (g1 * cosh(sigma) - g2 * a * d) * 2 * vspv;
 
     p = vspv / (xp * (1 + gm));
@@ -118,7 +118,7 @@ int CF1_jy(T v, T x, T* fv, int* sign, const Policy& pol)
     tolerance = 2 * tools::epsilon();
     tiny = sqrt(tools::min_value());
     C = f = tiny;                           // b0 = 0, replace with tiny
-    D = 0.0L;
+    D = 0;
     for (k = 1; k < policies::get_max_series_iterations() * 100; k++)
     {
         a = -1;
@@ -131,7 +131,7 @@ int CF1_jy(T v, T x, T* fv, int* sign, const Policy& pol)
         delta = C * D;
         f *= delta;
         if (D < 0) { s = -s; }
-        if (abs(delta - 1.0L) < tolerance) 
+        if (abs(delta - 1) < tolerance) 
         { break; }
     }
     policies::check_series_iterations("boost::math::bessel_jy<%1%>(%1%,%1%) in CF1_jy", k / 100, pol);
@@ -158,7 +158,7 @@ int CF2_jy(T v, T x, T* p, T* q, const Policy& pol)
     typedef typename complex_trait::type complex_type;
 
     complex_type C, D, f, a, b, delta, one(1);
-    T tiny, zero(0.0L);
+    T tiny, zero(0);
     unsigned long k;
 
     // |x| >= |v|, CF2_jy converges rapidly
@@ -169,7 +169,7 @@ int CF2_jy(T v, T x, T* p, T* q, const Policy& pol)
     // Lentz, Applied Optics, vol 15, 668 (1976)
     T tolerance = 2 * tools::epsilon();
     tiny = sqrt(tools::min_value());
-    C = f = complex_type(-0.5f/x, 1.0L);
+    C = f = complex_type(-0.5f/x, 1);
     D = 0;
     for (k = 1; k < policies::get_max_series_iterations(); k++)
     {
@@ -289,7 +289,7 @@ int bessel_jy(T v, T x, T* J, T* Y, int kind, const Policy& pol)
            if(kind&need_y)
            {
               Yu = asymptotic_bessel_y_large_x_2(u, x);
-              Yu1 = asymptotic_bessel_y_large_x_2(u + 1, x);
+              Yu1 = asymptotic_bessel_y_large_x_2(T(u + 1), x);
            }
            else
               Yu = std::numeric_limits::quiet_NaN(); // any value will do, we're not using it.
diff --git a/include/boost/math/special_functions/detail/bessel_jy_asym.hpp b/include/boost/math/special_functions/detail/bessel_jy_asym.hpp
index 098cb8b14..be4cfcc44 100644
--- a/include/boost/math/special_functions/detail/bessel_jy_asym.hpp
+++ b/include/boost/math/special_functions/detail/bessel_jy_asym.hpp
@@ -208,7 +208,7 @@ inline T asymptotic_bessel_j_limit(const T& v, const mpl::int_<0>&)
 {
    // default case:
    BOOST_MATH_STD_USING
-   T v2 = (std::max)(T(3), v * v);
+   T v2 = (std::max)(T(3), T(v * v));
    return v2 / pow(100 * tools::epsilon() / T(2e-5f), T(0.17f));
 }
 template 
diff --git a/include/boost/math/special_functions/detail/fp_traits.hpp b/include/boost/math/special_functions/detail/fp_traits.hpp
index f353e6069..162193dc2 100644
--- a/include/boost/math/special_functions/detail/fp_traits.hpp
+++ b/include/boost/math/special_functions/detail/fp_traits.hpp
@@ -49,9 +49,13 @@ With these techniques, the code could be simplified.
          && defined(_GLIBCXX_USE_C99_MATH) \
          && !(defined(_GLIBCXX_USE_C99_FP_MACROS_DYNAMIC) \
          && (_GLIBCXX_USE_C99_FP_MACROS_DYNAMIC != 0))
-#     ifdef _STLP_VENDOR_CSTD 
-#        define BOOST_FPCLASSIFY_PREFIX ::_STLP_VENDOR_CSTD:: 
-#     else 
+#     ifdef _STLP_VENDOR_CSTD
+#        if _STLPORT_VERSION >= 0x520
+#           define BOOST_FPCLASSIFY_PREFIX ::__std_alias:: 
+#        else
+#           define BOOST_FPCLASSIFY_PREFIX ::_STLP_VENDOR_CSTD:: 
+#        endif
+#     else
 #        define BOOST_FPCLASSIFY_PREFIX ::std::
 #     endif
 #  else
@@ -540,13 +544,14 @@ struct select_native
 #if (defined(BOOST_MATH_USE_C99) && !(defined(__GNUC__) && (__GNUC__ < 4))) \
    && !defined(__hpux) \
    && !defined(__DECCXX)\
-   && !defined(__osf__)
+   && !defined(__osf__) \
+   && !defined(__SGI_STL_PORT) && !defined(_STLPORT_VERSION)
 #  define BOOST_MATH_USE_STD_FPCLASSIFY
 #endif
 
 template struct fp_traits
 {
-#ifdef BOOST_MATH_USE_STD_FPCLASSIFY
+#if defined(BOOST_MATH_USE_STD_FPCLASSIFY) && !defined(BOOST_MATH_DISABLE_STD_FPCLASSIFY)
     typedef typename select_native::type type;
 #else
     typedef BOOST_DEDUCED_TYPENAME size_to_precision::value>::type precision;
diff --git a/include/boost/math/special_functions/detail/gamma_inva.hpp b/include/boost/math/special_functions/detail/gamma_inva.hpp
index 62adac86e..549bc3d55 100644
--- a/include/boost/math/special_functions/detail/gamma_inva.hpp
+++ b/include/boost/math/special_functions/detail/gamma_inva.hpp
@@ -176,7 +176,7 @@ inline typename tools::promote_args::type
       detail::gamma_inva_imp(
          static_cast(x), 
          static_cast(p), 
-         1 - static_cast(p), 
+         static_cast(1 - static_cast(p)), 
          pol), "boost::math::gamma_p_inva<%1%>(%1%, %1%)");
 }
 
@@ -205,7 +205,7 @@ inline typename tools::promote_args::type
    return policies::checked_narrowing_cast(
       detail::gamma_inva_imp(
          static_cast(x), 
-         1 - static_cast(q), 
+         static_cast(1 - static_cast(q)), 
          static_cast(q), 
          pol), "boost::math::gamma_q_inva<%1%>(%1%, %1%)");
 }
diff --git a/include/boost/math/special_functions/detail/ibeta_inv_ab.hpp b/include/boost/math/special_functions/detail/ibeta_inv_ab.hpp
index 55e2c65b6..8318a2845 100644
--- a/include/boost/math/special_functions/detail/ibeta_inv_ab.hpp
+++ b/include/boost/math/special_functions/detail/ibeta_inv_ab.hpp
@@ -120,11 +120,11 @@ T ibeta_inv_ab_imp(const T& b, const T& z, const T& p, const T& q, bool swap_ab,
       //
       if((p < q) != swap_ab)
       {
-         guess = (std::min)(b * 2, T(1));
+         guess = (std::min)(T(b * 2), T(1));
       }
       else
       {
-         guess = (std::min)(b / 2, T(1));
+         guess = (std::min)(T(b / 2), T(1));
       }
    }
    if(n * n * n * u * sf > 0.005)
@@ -137,11 +137,11 @@ T ibeta_inv_ab_imp(const T& b, const T& z, const T& p, const T& q, bool swap_ab,
       //
       if((p < q) != swap_ab)
       {
-         guess = (std::min)(b * 2, T(10));
+         guess = (std::min)(T(b * 2), T(10));
       }
       else
       {
-         guess = (std::min)(b / 2, T(10));
+         guess = (std::min)(T(b / 2), T(10));
       }
    }
    else
@@ -186,7 +186,7 @@ typename tools::promote_args::type
          static_cast(b), 
          static_cast(x), 
          static_cast(p), 
-         1 - static_cast(p), 
+         static_cast(1 - static_cast(p)), 
          false, pol), 
       "boost::math::ibeta_inva<%1%>(%1%,%1%,%1%)");
 }
@@ -217,7 +217,7 @@ typename tools::promote_args::type
       detail::ibeta_inv_ab_imp(
          static_cast(b), 
          static_cast(x), 
-         1 - static_cast(q), 
+         static_cast(1 - static_cast(q)), 
          static_cast(q), 
          false, pol),
       "boost::math::ibetac_inva<%1%>(%1%,%1%,%1%)");
@@ -250,7 +250,7 @@ typename tools::promote_args::type
          static_cast(a), 
          static_cast(x), 
          static_cast(p), 
-         1 - static_cast(p), 
+         static_cast(1 - static_cast(p)), 
          true, pol),
       "boost::math::ibeta_invb<%1%>(%1%,%1%,%1%)");
 }
@@ -281,7 +281,7 @@ typename tools::promote_args::type
       detail::ibeta_inv_ab_imp(
          static_cast(a), 
          static_cast(x), 
-         1 - static_cast(q), 
+         static_cast(1 - static_cast(q)), 
          static_cast(q), 
          true, pol),
          "boost::math::ibetac_invb<%1%>(%1%,%1%,%1%)");
diff --git a/include/boost/math/special_functions/detail/ibeta_inverse.hpp b/include/boost/math/special_functions/detail/ibeta_inverse.hpp
index 0c1ae76f2..1486d9cdc 100644
--- a/include/boost/math/special_functions/detail/ibeta_inverse.hpp
+++ b/include/boost/math/special_functions/detail/ibeta_inverse.hpp
@@ -106,7 +106,7 @@ T temme_method_1_ibeta_inverse(T a, T b, T z, const Policy& pol)
    //
    // Bring them together to get a final estimate for eta:
    //
-   T eta = tools::evaluate_polynomial(terms, 1/a, 4);
+   T eta = tools::evaluate_polynomial(terms, T(1/a), 4);
    //
    // now we need to convert eta to x, by solving the appropriate
    // quadratic equation:
@@ -207,7 +207,7 @@ T temme_method_2_ibeta_inverse(T /*a*/, T /*b*/, T z, T r, T theta, const Policy
    // Bring the correction terms together to evaluate eta,
    // this is the last equation on page 151:
    //
-   T eta = tools::evaluate_polynomial(terms, 1/r, 4);
+   T eta = tools::evaluate_polynomial(terms, T(1/r), 4);
    //
    // Now that we have eta we need to back solve for x,
    // we seek the value of x that gives eta in Eq 3.2.
@@ -660,7 +660,7 @@ T ibeta_inv_imp(T a, T b, T p, T q, const Policy& pol, T* py)
       //
       T lx = log(p * a * boost::math::beta(a, b, pol)) / a;
       x = exp(lx);
-      y = x < 0.9 ? 1 - x : -boost::math::expm1(lx, pol);
+      y = x < 0.9 ? T(1 - x) : (T)(-boost::math::expm1(lx, pol));
 
       if((b < a) && (x < 0.2))
       {
diff --git a/include/boost/math/special_functions/detail/igamma_inverse.hpp b/include/boost/math/special_functions/detail/igamma_inverse.hpp
index 7d3220066..7c76c7935 100644
--- a/include/boost/math/special_functions/detail/igamma_inverse.hpp
+++ b/include/boost/math/special_functions/detail/igamma_inverse.hpp
@@ -229,7 +229,7 @@ T find_inverse_gamma(T a, T p, T q, const Policy& pol)
          }
          else
          {
-            T D = (std::max)(T(2), a * (a - 1));
+            T D = (std::max)(T(2), T(a * (a - 1)));
             T lg = boost::math::lgamma(a, pol);
             T lb = log(q) + lg;
             if(lb < -D * 2.3)
@@ -386,7 +386,7 @@ T gamma_p_inv_imp(T a, T p, const Policy& pol)
       return tools::max_value();
    if(p == 0)
       return 0;
-   T guess = detail::find_inverse_gamma(a, p, 1 - p, pol);
+   T guess = detail::find_inverse_gamma(a, p, 1 - p, pol);
    T lower = tools::min_value();
    if(guess <= lower)
       guess = tools::min_value();
@@ -430,7 +430,7 @@ T gamma_q_inv_imp(T a, T q, const Policy& pol)
       return tools::max_value();
    if(q == 1)
       return 0;
-   T guess = detail::find_inverse_gamma(a, 1 - q, q, pol);
+   T guess = detail::find_inverse_gamma(a, 1 - q, q, pol);
    T lower = tools::min_value();
    if(guess <= lower)
       guess = tools::min_value();
diff --git a/include/boost/math/special_functions/ellint_1.hpp b/include/boost/math/special_functions/ellint_1.hpp
index bac987cd4..469f4bd01 100644
--- a/include/boost/math/special_functions/ellint_1.hpp
+++ b/include/boost/math/special_functions/ellint_1.hpp
@@ -88,7 +88,7 @@ T ellint_f_imp(T phi, T k, const Policy& pol)
        // so rewritten to use fmod instead:
        //
        BOOST_MATH_INSTRUMENT_CODE("pi/2 = " << constants::pi() / 2);
-       T rphi = boost::math::tools::fmod_workaround(phi, constants::pi() / 2);
+       T rphi = boost::math::tools::fmod_workaround(phi, T(constants::pi() / 2));
        BOOST_MATH_INSTRUMENT_VARIABLE(rphi);
        T m = floor((2 * phi) / constants::pi());
        BOOST_MATH_INSTRUMENT_VARIABLE(m);
@@ -104,7 +104,7 @@ T ellint_f_imp(T phi, T k, const Policy& pol)
        T cosp = cos(rphi);
        BOOST_MATH_INSTRUMENT_VARIABLE(sinp);
        BOOST_MATH_INSTRUMENT_VARIABLE(cosp);
-       result = s * sinp * ellint_rf_imp(cosp * cosp, 1 - k * k * sinp * sinp, T(1), pol);
+       result = s * sinp * ellint_rf_imp(T(cosp * cosp), T(1 - k * k * sinp * sinp), T(1), pol);
        BOOST_MATH_INSTRUMENT_VARIABLE(result);
        if(m != 0)
        {
@@ -112,7 +112,7 @@ T ellint_f_imp(T phi, T k, const Policy& pol)
           BOOST_MATH_INSTRUMENT_VARIABLE(result);
        }
     }
-    return invert ? -result : result;
+    return invert ? T(-result) : result;
 }
 
 // Complete elliptic integral (Legendre form) of the first kind
diff --git a/include/boost/math/special_functions/ellint_2.hpp b/include/boost/math/special_functions/ellint_2.hpp
index 0c6f574c2..85eca6cde 100644
--- a/include/boost/math/special_functions/ellint_2.hpp
+++ b/include/boost/math/special_functions/ellint_2.hpp
@@ -74,7 +74,7 @@ T ellint_e_imp(T phi, T k, const Policy& pol)
        // but that fails if T has more digits than a long long,
        // so rewritten to use fmod instead:
        //
-       T rphi = boost::math::tools::fmod_workaround(phi, constants::pi() / 2);
+       T rphi = boost::math::tools::fmod_workaround(phi, T(constants::pi() / 2));
        T m = floor((2 * phi) / constants::pi());
        int s = 1;
        if(boost::math::tools::fmod_workaround(m, T(2)) > 0.5)
@@ -93,7 +93,7 @@ T ellint_e_imp(T phi, T k, const Policy& pol)
        if(m != 0)
           result += m * ellint_e_imp(k, pol);
     }
-    return invert ? -result : result;
+    return invert ? T(-result) : result;
 }
 
 // Complete elliptic integral (Legendre form) of the second kind
diff --git a/include/boost/math/special_functions/ellint_3.hpp b/include/boost/math/special_functions/ellint_3.hpp
index f6189e353..d4af1a7fc 100644
--- a/include/boost/math/special_functions/ellint_3.hpp
+++ b/include/boost/math/special_functions/ellint_3.hpp
@@ -182,7 +182,7 @@ T ellint_pi_imp(T v, T phi, T k, T vc, const Policy& pol)
     }
     else
     {
-       T rphi = boost::math::tools::fmod_workaround(fabs(phi), constants::pi() / 2);
+       T rphi = boost::math::tools::fmod_workaround(fabs(phi), T(constants::pi() / 2));
        T m = floor((2 * fabs(phi)) / constants::pi());
        int sign = 1;
        if(boost::math::tools::fmod_workaround(m, T(2)) > 0.5)
@@ -191,7 +191,10 @@ T ellint_pi_imp(T v, T phi, T k, T vc, const Policy& pol)
           sign = -1;
           rphi = constants::pi() / 2 - rphi;
        }
-
+#if 0
+       //
+       // This wasn't supported but is now... probably!
+       //
        if((m > 0) && (v > 1))
        {
           //
@@ -202,6 +205,7 @@ T ellint_pi_imp(T v, T phi, T k, T vc, const Policy& pol)
             function,
             "Got v = %1%, but this is only supported for 0 <= phi <= pi/2", v, pol);
        }  
+#endif
        T sinp = sin(rphi);
        T cosp = cos(rphi);
        x = cosp * cosp;
@@ -213,7 +217,7 @@ T ellint_pi_imp(T v, T phi, T k, T vc, const Policy& pol)
        else
            p = x + vc * t;
        value = sign * sinp * (ellint_rf_imp(x, y, z, pol) + v * t * ellint_rj_imp(x, y, z, p, pol) / 3);
-       if(m > 0)
+       if((m > 0) && (vc > 0))
          value += m * ellint_pi_imp(v, k, vc, pol);
     }
 
diff --git a/include/boost/math/special_functions/ellint_rj.hpp b/include/boost/math/special_functions/ellint_rj.hpp
index 48a0fc61a..f0e08fb6b 100644
--- a/include/boost/math/special_functions/ellint_rj.hpp
+++ b/include/boost/math/special_functions/ellint_rj.hpp
@@ -21,6 +21,7 @@
 #include 
 #include 
 #include 
+#include 
 
 // Carlson's elliptic integral of the third kind
 // R_J(x, y, z, p) = 1.5 * \int_{0}^{\infty} (t+p)^{-1} [(t+x)(t+y)(t+z)]^{-1/2} dt
diff --git a/include/boost/math/special_functions/erf.hpp b/include/boost/math/special_functions/erf.hpp
index 2f3455b1c..62492597f 100644
--- a/include/boost/math/special_functions/erf.hpp
+++ b/include/boost/math/special_functions/erf.hpp
@@ -122,9 +122,9 @@ T erf_imp(T z, bool invert, const Policy& pol, const Tag& t)
    if(z < 0)
    {
       if(!invert)
-         return -erf_imp(-z, invert, pol, t);
+         return -erf_imp(T(-z), invert, pol, t);
       else
-         return 1 + erf_imp(-z, false, pol, t);
+         return 1 + erf_imp(T(-z), false, pol, t);
    }
 
    T result;
diff --git a/include/boost/math/special_functions/expint.hpp b/include/boost/math/special_functions/expint.hpp
index 9d95d2b08..250ee0814 100644
--- a/include/boost/math/special_functions/expint.hpp
+++ b/include/boost/math/special_functions/expint.hpp
@@ -437,7 +437,7 @@ T expint_imp(unsigned n, T z, const Policy& pol, const Tag& tag)
    if(z < 0)
       return policies::raise_domain_error(function, "Function requires z >= 0 but got %1%.", z, pol);
    if(z == 0)
-      return n == 1 ? policies::raise_overflow_error(function, 0, pol) : 1 / (static_cast(n - 1));
+      return n == 1 ? policies::raise_overflow_error(function, 0, pol) : T(1 / (static_cast(n - 1)));
 
    T result;
 
@@ -505,7 +505,7 @@ T expint_i_imp(T z, const Policy& pol, const Tag& tag)
 {
    static const char* function = "boost::math::expint<%1%>(%1%)";
    if(z < 0)
-      return -expint_imp(1, -z, pol, tag);
+      return -expint_imp(1, T(-z), pol, tag);
    if(z == 0)
       return -policies::raise_overflow_error(function, 0, pol);
    return expint_i_as_series(z, pol);
diff --git a/include/boost/math/special_functions/expm1.hpp b/include/boost/math/special_functions/expm1.hpp
index b8ebed604..be29a545d 100644
--- a/include/boost/math/special_functions/expm1.hpp
+++ b/include/boost/math/special_functions/expm1.hpp
@@ -75,7 +75,7 @@ T expm1_imp(T x, const mpl::int_<0>&, const Policy& pol)
    BOOST_MATH_STD_USING
 
    T a = fabs(x);
-   if(a > T(0.5L))
+   if(a > T(0.5f))
    {
       if(a >= tools::log_max_value())
       {
@@ -267,10 +267,12 @@ inline typename tools::promote_args::type expm1(T x, const Policy& /* pol */)
 #if defined(BOOST_HAS_EXPM1) && !(defined(__osf__) && defined(__DECCXX_VER))
 #  ifdef BOOST_MATH_USE_C99
 inline float expm1(float x, const policies::policy<>&){ return ::expm1f(x); }
+#     ifndef BOOST_MATH_NO_LONG_DOUBLE_MATH_FUNCTIONS
 inline long double expm1(long double x, const policies::policy<>&){ return ::expm1l(x); }
-#else
+#     endif
+#  else
 inline float expm1(float x, const policies::policy<>&){ return ::expm1(x); }
-#endif
+#  endif
 inline double expm1(double x, const policies::policy<>&){ return ::expm1(x); }
 #endif
 
diff --git a/include/boost/math/special_functions/factorials.hpp b/include/boost/math/special_functions/factorials.hpp
index 4b484a7cb..718230c1d 100644
--- a/include/boost/math/special_functions/factorials.hpp
+++ b/include/boost/math/special_functions/factorials.hpp
@@ -163,7 +163,7 @@ inline T falling_factorial_imp(T x, unsigned n, const Policy& pol)
       // handle it, split the product up into three parts:
       //
       T xp1 = x + 1;
-      unsigned n2 = itrunc(floor(xp1), pol);
+      unsigned n2 = itrunc((T)floor(xp1), pol);
       if(n2 == xp1)
          return 0;
       T result = boost::math::tgamma_delta_ratio(xp1, -static_cast(n2), pol);
diff --git a/include/boost/math/special_functions/fpclassify.hpp b/include/boost/math/special_functions/fpclassify.hpp
index 1111a2c79..0ecc576bf 100644
--- a/include/boost/math/special_functions/fpclassify.hpp
+++ b/include/boost/math/special_functions/fpclassify.hpp
@@ -18,6 +18,12 @@
 #include 
 #include 
 #include 
+/*!
+  \file fpclassify.hpp
+  \brief Classify floating-point value as normal, subnormal, zero, infinite, or NaN.
+  \version 1.0
+  \author John Maddock
+ */
 
 /*
 
@@ -303,7 +309,7 @@ inline bool isfinite_impl BOOST_NO_MACRO_EXPAND(long double t, cons
 
 template 
 inline bool (isfinite)(T x)
-{
+{ //!< \brief return true if floating-point type t is finite.
    typedef typename detail::fp_traits::type traits;
    typedef typename traits::method method;
    typedef typename boost::is_floating_point::type fp_tag;
@@ -507,7 +513,7 @@ namespace detail {
 }   // namespace detail
 
 template bool (isnan)(T x)
-{
+{ //!< \brief return true if floating-point type t is NaN (Not A Number).
    typedef typename detail::fp_traits::type traits;
    typedef typename traits::method method;
    typedef typename boost::is_floating_point::type fp_tag;
diff --git a/include/boost/math/special_functions/gamma.hpp b/include/boost/math/special_functions/gamma.hpp
index 04126bb62..44232936d 100644
--- a/include/boost/math/special_functions/gamma.hpp
+++ b/include/boost/math/special_functions/gamma.hpp
@@ -44,6 +44,7 @@
 #include 
 #include 
 #include 
+#include 
 
 #include 
 #include 
@@ -148,7 +149,7 @@ T gamma_imp(T z, const Policy& pol, const L& l)
          return policies::raise_pole_error(function, "Evaluation of tgamma at a negative integer %1%.", z, pol);
       if(z <= -20)
       {
-         result = gamma_imp(-z, pol, l) * sinpx(z);
+         result = gamma_imp(T(-z), pol, l) * sinpx(z);
          if((fabs(result) < 1) && (tools::max_value() * fabs(result) < boost::math::constants::pi()))
             return policies::raise_overflow_error(function, "Result of tgamma is too large to represent.", pol);
          result = -boost::math::constants::pi() / result;
@@ -236,13 +237,19 @@ T lgamma_imp(T z, const Policy& pol, const L& l, int* sign = 0)
    {
       typedef typename policies::precision::type precision_type;
       typedef typename mpl::if_<
-         mpl::less_equal >,
+         mpl::and_<
+            mpl::less_equal >, 
+            mpl::greater > 
+         >,
          mpl::int_<64>,
          typename mpl::if_<
-            mpl::less_equal >,
+            mpl::and_<
+               mpl::less_equal >,
+               mpl::greater > 
+            >,
             mpl::int_<113>, mpl::int_<0> >::type
           >::type tag_type;
-      result = lgamma_small_imp(z, z - 1, z - 2, tag_type(), pol, l);
+      result = lgamma_small_imp(z, z - 1, z - 2, tag_type(), pol, l);
    }
    else if((z >= 3) && (z < 100))
    {
@@ -465,7 +472,7 @@ T tgammap1m1_imp(T dz, Policy const& pol, const L& l)
       {
          // Use expm1 on lgamma:
          result = boost::math::expm1(-boost::math::log1p(dz, pol) 
-            + lgamma_small_imp(dz+2, dz + 1, dz, tag_type(), pol, l));
+            + lgamma_small_imp(dz+2, dz + 1, dz, tag_type(), pol, l));
          BOOST_MATH_INSTRUMENT_CODE(result);
       }
    }
@@ -474,7 +481,7 @@ T tgammap1m1_imp(T dz, Policy const& pol, const L& l)
       if(dz < 2)
       {
          // Use expm1 on lgamma:
-         result = boost::math::expm1(lgamma_small_imp(dz+1, dz, dz-1, tag_type(), pol, l), pol);
+         result = boost::math::expm1(lgamma_small_imp(dz+1, dz, dz-1, tag_type(), pol, l), pol);
          BOOST_MATH_INSTRUMENT_CODE(result);
       }
       else
@@ -1097,7 +1104,7 @@ T tgamma_delta_ratio_imp(T z, T delta, const Policy& pol)
          //
          if((z <= max_factorial::value) && (z + delta <= max_factorial::value))
          {
-            return unchecked_factorial((unsigned)itrunc(z, pol) - 1) / unchecked_factorial((unsigned)itrunc(z + delta) - 1);
+            return unchecked_factorial((unsigned)itrunc(z, pol) - 1) / unchecked_factorial((unsigned)itrunc(T(z + delta)) - 1);
          }
       }
       if(fabs(delta) < 20)
@@ -1187,7 +1194,7 @@ inline typename tools::promote_args::type
 
 template 
 inline typename tools::promote_args::type
-   tgamma(T1 a, T2 z, const Policy& pol, const mpl::false_)
+   tgamma(T1 a, T2 z, const Policy&, const mpl::false_)
 {
    BOOST_FPU_EXCEPTION_GUARD
    typedef typename tools::promote_args::type result_type;
@@ -1223,7 +1230,7 @@ inline typename tools::promote_args::type
 
 template 
 inline typename tools::promote_args::type 
-   lgamma(T z, int* sign, const Policy& pol)
+   lgamma(T z, int* sign, const Policy&)
 {
    BOOST_FPU_EXCEPTION_GUARD
    typedef typename tools::promote_args::type result_type;
@@ -1309,7 +1316,7 @@ inline typename tools::promote_args::type
 //
 template 
 inline typename tools::promote_args::type
-   tgamma_lower(T1 a, T2 z, const Policy& pol)
+   tgamma_lower(T1 a, T2 z, const Policy&)
 {
    BOOST_FPU_EXCEPTION_GUARD
    typedef typename tools::promote_args::type result_type;
@@ -1367,7 +1374,7 @@ inline typename tools::promote_args::type
 //
 template 
 inline typename tools::promote_args::type
-   gamma_p(T1 a, T2 z, const Policy& pol)
+   gamma_p(T1 a, T2 z, const Policy&)
 {
    BOOST_FPU_EXCEPTION_GUARD
    typedef typename tools::promote_args::type result_type;
@@ -1417,7 +1424,7 @@ inline typename tools::promote_args::type
 }
 template 
 inline typename tools::promote_args::type 
-   tgamma_ratio(T1 a, T2 b, const Policy& pol)
+   tgamma_ratio(T1 a, T2 b, const Policy&)
 {
    typedef typename tools::promote_args::type result_type;
    typedef typename policies::evaluation::type value_type;
@@ -1428,7 +1435,7 @@ inline typename tools::promote_args::type
       policies::discrete_quantile<>,
       policies::assert_undefined<> >::type forwarding_policy;
 
-   return policies::checked_narrowing_cast(detail::tgamma_delta_ratio_imp(static_cast(a), static_cast(b) - static_cast(a), forwarding_policy()), "boost::math::tgamma_delta_ratio<%1%>(%1%, %1%)");
+   return policies::checked_narrowing_cast(detail::tgamma_delta_ratio_imp(static_cast(a), static_cast(static_cast(b) - static_cast(a)), forwarding_policy()), "boost::math::tgamma_delta_ratio<%1%>(%1%, %1%)");
 }
 template 
 inline typename tools::promote_args::type 
@@ -1439,7 +1446,7 @@ inline typename tools::promote_args::type
 
 template 
 inline typename tools::promote_args::type 
-   gamma_p_derivative(T1 a, T2 x, const Policy& pol)
+   gamma_p_derivative(T1 a, T2 x, const Policy&)
 {
    BOOST_FPU_EXCEPTION_GUARD
    typedef typename tools::promote_args::type result_type;
diff --git a/include/boost/math/special_functions/log1p.hpp b/include/boost/math/special_functions/log1p.hpp
index 2487e4eb0..0bc968dfd 100644
--- a/include/boost/math/special_functions/log1p.hpp
+++ b/include/boost/math/special_functions/log1p.hpp
@@ -86,7 +86,7 @@ T log1p_imp(T const & x, const Policy& pol, const mpl::int_<0>&)
          function, 0, pol);
 
    result_type a = abs(result_type(x));
-   if(a > result_type(0.5L))
+   if(a > result_type(0.5f))
       return log(1 + result_type(x));
    // Note that without numeric_limits specialisation support, 
    // epsilon just returns zero, and our "optimisation" will always fail:
@@ -432,7 +432,7 @@ inline typename tools::promote_args::type
          function, 0, pol);
 
    result_type a = abs(result_type(x));
-   if(a > result_type(0.95L))
+   if(a > result_type(0.95f))
       return log(1 + result_type(x)) - result_type(x);
    // Note that without numeric_limits specialisation support, 
    // epsilon just returns zero, and our "optimisation" will always fail:
diff --git a/include/boost/math/special_functions/math_fwd.hpp b/include/boost/math/special_functions/math_fwd.hpp
index 1af0992ca..d25181eb2 100644
--- a/include/boost/math/special_functions/math_fwd.hpp
+++ b/include/boost/math/special_functions/math_fwd.hpp
@@ -1049,6 +1049,7 @@ namespace boost
    template  T float_prior(const T& a){ return boost::math::float_prior(a, Policy()); }\
    template  T float_distance(const T& a, const T& b){ return boost::math::float_distance(a, b, Policy()); }\
 
+
 #endif // BOOST_MATH_SPECIAL_MATH_FWD_HPP
 
 
diff --git a/include/boost/math/special_functions/next.hpp b/include/boost/math/special_functions/next.hpp
index a79b05fa0..dd44e5139 100644
--- a/include/boost/math/special_functions/next.hpp
+++ b/include/boost/math/special_functions/next.hpp
@@ -13,6 +13,7 @@
 #include 
 #include 
 #include 
+#include 
 
 #ifdef BOOST_MSVC
 #include 
@@ -183,18 +184,18 @@ T float_distance(const T& a, const T& b, const Policy& pol)
    if(a == b)
       return 0;
    if(a == 0)
-      return 1 + fabs(float_distance(boost::math::sign(b) * detail::get_smallest_value(), b, pol));
+      return 1 + fabs(float_distance(static_cast(boost::math::sign(b) * detail::get_smallest_value()), b, pol));
    if(b == 0)
-      return 1 + fabs(float_distance(boost::math::sign(a) * detail::get_smallest_value(), a, pol));
+      return 1 + fabs(float_distance(static_cast(boost::math::sign(a) * detail::get_smallest_value()), a, pol));
    if(boost::math::sign(a) != boost::math::sign(b))
-      return 2 + fabs(float_distance(boost::math::sign(b) * detail::get_smallest_value(), b, pol))
-         + fabs(float_distance(boost::math::sign(a) * detail::get_smallest_value(), a, pol));
+      return 2 + fabs(float_distance(static_cast(boost::math::sign(b) * detail::get_smallest_value()), b, pol))
+         + fabs(float_distance(static_cast(boost::math::sign(a) * detail::get_smallest_value()), a, pol));
    //
    // By the time we get here, both a and b must have the same sign, we want
    // b > a and both postive for the following logic:
    //
    if(a < 0)
-      return float_distance(-b, -a);
+      return float_distance(static_cast(-b), static_cast(-a));
 
    BOOST_ASSERT(a >= 0);
    BOOST_ASSERT(b >= a);
diff --git a/include/boost/math/special_functions/prime.hpp b/include/boost/math/special_functions/prime.hpp
new file mode 100644
index 000000000..5f10aa384
--- /dev/null
+++ b/include/boost/math/special_functions/prime.hpp
@@ -0,0 +1,1214 @@
+// Copyright 2008 John Maddock
+//
+// Use, modification and distribution are subject to the
+// Boost Software License, Version 1.0.
+// (See accompanying file LICENSE_1_0.txt
+// or copy at http://www.boost.org/LICENSE_1_0.txt)
+
+#include 
+#include 
+#include 
+
+namespace boost{ namespace math{
+
+   template 
+   boost::uint32_t prime(unsigned n, const Policy& pol)
+   {
+      //
+      // This is basically three big tables which together
+      // occupy 19946 bytes, we use the smallest type which
+      // will handle each value, and store the final set of 
+      // values in a uint16_t with the values offset by 0xffff.
+      // That gives us the first 10000 primes with the largest
+      // being 104729:
+      //
+      static const unsigned b1 = 53;
+      static const unsigned b2 = 6541;
+      static const unsigned b3 = 10000;
+      static const boost::array a1 = {
+         2u, 3u, 5u, 7u, 11u, 13u, 17u, 19u, 23u, 29u, 31u, 
+         37u, 41u, 43u, 47u, 53u, 59u, 61u, 67u, 71u, 73u, 
+         79u, 83u, 89u, 97u, 101u, 103u, 107u, 109u, 113u, 
+         127u, 131u, 137u, 139u, 149u, 151u, 157u, 163u, 
+         167u, 173u, 179u, 181u, 191u, 193u, 197u, 199u, 
+         211u, 223u, 227u, 229u, 233u, 239u, 241u, 251u
+      };
+      static const boost::array a2 = {
+         257u, 263u, 269u, 271u, 277u, 281u, 283u, 293u, 
+         307u, 311u, 313u, 317u, 331u, 337u, 347u, 349u, 353u, 
+         359u, 367u, 373u, 379u, 383u, 389u, 397u, 401u, 409u, 
+         419u, 421u, 431u, 433u, 439u, 443u, 449u, 457u, 461u, 
+         463u, 467u, 479u, 487u, 491u, 499u, 503u, 509u, 521u, 
+         523u, 541u, 547u, 557u, 563u, 569u, 571u, 577u, 587u, 
+         593u, 599u, 601u, 607u, 613u, 617u, 619u, 631u, 641u, 
+         643u, 647u, 653u, 659u, 661u, 673u, 677u, 683u, 691u, 
+         701u, 709u, 719u, 727u, 733u, 739u, 743u, 751u, 757u, 
+         761u, 769u, 773u, 787u, 797u, 809u, 811u, 821u, 823u, 
+         827u, 829u, 839u, 853u, 857u, 859u, 863u, 877u, 881u, 
+         883u, 887u, 907u, 911u, 919u, 929u, 937u, 941u, 947u, 
+         953u, 967u, 971u, 977u, 983u, 991u, 997u, 1009u, 1013u, 
+         1019u, 1021u, 1031u, 1033u, 1039u, 1049u, 1051u, 1061u, 1063u, 
+         1069u, 1087u, 1091u, 1093u, 1097u, 1103u, 1109u, 1117u, 1123u, 
+         1129u, 1151u, 1153u, 1163u, 1171u, 1181u, 1187u, 1193u, 1201u, 
+         1213u, 1217u, 1223u, 1229u, 1231u, 1237u, 1249u, 1259u, 1277u, 
+         1279u, 1283u, 1289u, 1291u, 1297u, 1301u, 1303u, 1307u, 1319u, 
+         1321u, 1327u, 1361u, 1367u, 1373u, 1381u, 1399u, 1409u, 1423u, 
+         1427u, 1429u, 1433u, 1439u, 1447u, 1451u, 1453u, 1459u, 1471u, 
+         1481u, 1483u, 1487u, 1489u, 1493u, 1499u, 1511u, 1523u, 1531u, 
+         1543u, 1549u, 1553u, 1559u, 1567u, 1571u, 1579u, 1583u, 1597u, 
+         1601u, 1607u, 1609u, 1613u, 1619u, 1621u, 1627u, 1637u, 1657u, 
+         1663u, 1667u, 1669u, 1693u, 1697u, 1699u, 1709u, 1721u, 1723u, 
+         1733u, 1741u, 1747u, 1753u, 1759u, 1777u, 1783u, 1787u, 1789u, 
+         1801u, 1811u, 1823u, 1831u, 1847u, 1861u, 1867u, 1871u, 1873u, 
+         1877u, 1879u, 1889u, 1901u, 1907u, 1913u, 1931u, 1933u, 1949u, 
+         1951u, 1973u, 1979u, 1987u, 1993u, 1997u, 1999u, 2003u, 2011u, 
+         2017u, 2027u, 2029u, 2039u, 2053u, 2063u, 2069u, 2081u, 2083u, 
+         2087u, 2089u, 2099u, 2111u, 2113u, 2129u, 2131u, 2137u, 2141u, 
+         2143u, 2153u, 2161u, 2179u, 2203u, 2207u, 2213u, 2221u, 2237u, 
+         2239u, 2243u, 2251u, 2267u, 2269u, 2273u, 2281u, 2287u, 2293u, 
+         2297u, 2309u, 2311u, 2333u, 2339u, 2341u, 2347u, 2351u, 2357u, 
+         2371u, 2377u, 2381u, 2383u, 2389u, 2393u, 2399u, 2411u, 2417u, 
+         2423u, 2437u, 2441u, 2447u, 2459u, 2467u, 2473u, 2477u, 2503u, 
+         2521u, 2531u, 2539u, 2543u, 2549u, 2551u, 2557u, 2579u, 2591u, 
+         2593u, 2609u, 2617u, 2621u, 2633u, 2647u, 2657u, 2659u, 2663u, 
+         2671u, 2677u, 2683u, 2687u, 2689u, 2693u, 2699u, 2707u, 2711u, 
+         2713u, 2719u, 2729u, 2731u, 2741u, 2749u, 2753u, 2767u, 2777u, 
+         2789u, 2791u, 2797u, 2801u, 2803u, 2819u, 2833u, 2837u, 2843u, 
+         2851u, 2857u, 2861u, 2879u, 2887u, 2897u, 2903u, 2909u, 2917u, 
+         2927u, 2939u, 2953u, 2957u, 2963u, 2969u, 2971u, 2999u, 3001u, 
+         3011u, 3019u, 3023u, 3037u, 3041u, 3049u, 3061u, 3067u, 3079u, 
+         3083u, 3089u, 3109u, 3119u, 3121u, 3137u, 3163u, 3167u, 3169u, 
+         3181u, 3187u, 3191u, 3203u, 3209u, 3217u, 3221u, 3229u, 3251u, 
+         3253u, 3257u, 3259u, 3271u, 3299u, 3301u, 3307u, 3313u, 3319u, 
+         3323u, 3329u, 3331u, 3343u, 3347u, 3359u, 3361u, 3371u, 3373u, 
+         3389u, 3391u, 3407u, 3413u, 3433u, 3449u, 3457u, 3461u, 3463u, 
+         3467u, 3469u, 3491u, 3499u, 3511u, 3517u, 3527u, 3529u, 3533u, 
+         3539u, 3541u, 3547u, 3557u, 3559u, 3571u, 3581u, 3583u, 3593u, 
+         3607u, 3613u, 3617u, 3623u, 3631u, 3637u, 3643u, 3659u, 3671u, 
+         3673u, 3677u, 3691u, 3697u, 3701u, 3709u, 3719u, 3727u, 3733u, 
+         3739u, 3761u, 3767u, 3769u, 3779u, 3793u, 3797u, 3803u, 3821u, 
+         3823u, 3833u, 3847u, 3851u, 3853u, 3863u, 3877u, 3881u, 3889u, 
+         3907u, 3911u, 3917u, 3919u, 3923u, 3929u, 3931u, 3943u, 3947u, 
+         3967u, 3989u, 4001u, 4003u, 4007u, 4013u, 4019u, 4021u, 4027u, 
+         4049u, 4051u, 4057u, 4073u, 4079u, 4091u, 4093u, 4099u, 4111u, 
+         4127u, 4129u, 4133u, 4139u, 4153u, 4157u, 4159u, 4177u, 4201u, 
+         4211u, 4217u, 4219u, 4229u, 4231u, 4241u, 4243u, 4253u, 4259u, 
+         4261u, 4271u, 4273u, 4283u, 4289u, 4297u, 4327u, 4337u, 4339u, 
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+         59561u, 59567u, 59581u, 59611u, 59617u, 59621u, 59627u, 59629u, 59651u, 
+         59659u, 59663u, 59669u, 59671u, 59693u, 59699u, 59707u, 59723u, 59729u, 
+         59743u, 59747u, 59753u, 59771u, 59779u, 59791u, 59797u, 59809u, 59833u, 
+         59863u, 59879u, 59887u, 59921u, 59929u, 59951u, 59957u, 59971u, 59981u, 
+         59999u, 60013u, 60017u, 60029u, 60037u, 60041u, 60077u, 60083u, 60089u, 
+         60091u, 60101u, 60103u, 60107u, 60127u, 60133u, 60139u, 60149u, 60161u, 
+         60167u, 60169u, 60209u, 60217u, 60223u, 60251u, 60257u, 60259u, 60271u, 
+         60289u, 60293u, 60317u, 60331u, 60337u, 60343u, 60353u, 60373u, 60383u, 
+         60397u, 60413u, 60427u, 60443u, 60449u, 60457u, 60493u, 60497u, 60509u, 
+         60521u, 60527u, 60539u, 60589u, 60601u, 60607u, 60611u, 60617u, 60623u, 
+         60631u, 60637u, 60647u, 60649u, 60659u, 60661u, 60679u, 60689u, 60703u, 
+         60719u, 60727u, 60733u, 60737u, 60757u, 60761u, 60763u, 60773u, 60779u, 
+         60793u, 60811u, 60821u, 60859u, 60869u, 60887u, 60889u, 60899u, 60901u, 
+         60913u, 60917u, 60919u, 60923u, 60937u, 60943u, 60953u, 60961u, 61001u, 
+         61007u, 61027u, 61031u, 61043u, 61051u, 61057u, 61091u, 61099u, 61121u, 
+         61129u, 61141u, 61151u, 61153u, 61169u, 61211u, 61223u, 61231u, 61253u, 
+         61261u, 61283u, 61291u, 61297u, 61331u, 61333u, 61339u, 61343u, 61357u, 
+         61363u, 61379u, 61381u, 61403u, 61409u, 61417u, 61441u, 61463u, 61469u, 
+         61471u, 61483u, 61487u, 61493u, 61507u, 61511u, 61519u, 61543u, 61547u, 
+         61553u, 61559u, 61561u, 61583u, 61603u, 61609u, 61613u, 61627u, 61631u, 
+         61637u, 61643u, 61651u, 61657u, 61667u, 61673u, 61681u, 61687u, 61703u, 
+         61717u, 61723u, 61729u, 61751u, 61757u, 61781u, 61813u, 61819u, 61837u, 
+         61843u, 61861u, 61871u, 61879u, 61909u, 61927u, 61933u, 61949u, 61961u, 
+         61967u, 61979u, 61981u, 61987u, 61991u, 62003u, 62011u, 62017u, 62039u, 
+         62047u, 62053u, 62057u, 62071u, 62081u, 62099u, 62119u, 62129u, 62131u, 
+         62137u, 62141u, 62143u, 62171u, 62189u, 62191u, 62201u, 62207u, 62213u, 
+         62219u, 62233u, 62273u, 62297u, 62299u, 62303u, 62311u, 62323u, 62327u, 
+         62347u, 62351u, 62383u, 62401u, 62417u, 62423u, 62459u, 62467u, 62473u, 
+         62477u, 62483u, 62497u, 62501u, 62507u, 62533u, 62539u, 62549u, 62563u, 
+         62581u, 62591u, 62597u, 62603u, 62617u, 62627u, 62633u, 62639u, 62653u, 
+         62659u, 62683u, 62687u, 62701u, 62723u, 62731u, 62743u, 62753u, 62761u, 
+         62773u, 62791u, 62801u, 62819u, 62827u, 62851u, 62861u, 62869u, 62873u, 
+         62897u, 62903u, 62921u, 62927u, 62929u, 62939u, 62969u, 62971u, 62981u, 
+         62983u, 62987u, 62989u, 63029u, 63031u, 63059u, 63067u, 63073u, 63079u, 
+         63097u, 63103u, 63113u, 63127u, 63131u, 63149u, 63179u, 63197u, 63199u, 
+         63211u, 63241u, 63247u, 63277u, 63281u, 63299u, 63311u, 63313u, 63317u, 
+         63331u, 63337u, 63347u, 63353u, 63361u, 63367u, 63377u, 63389u, 63391u, 
+         63397u, 63409u, 63419u, 63421u, 63439u, 63443u, 63463u, 63467u, 63473u, 
+         63487u, 63493u, 63499u, 63521u, 63527u, 63533u, 63541u, 63559u, 63577u, 
+         63587u, 63589u, 63599u, 63601u, 63607u, 63611u, 63617u, 63629u, 63647u, 
+         63649u, 63659u, 63667u, 63671u, 63689u, 63691u, 63697u, 63703u, 63709u, 
+         63719u, 63727u, 63737u, 63743u, 63761u, 63773u, 63781u, 63793u, 63799u, 
+         63803u, 63809u, 63823u, 63839u, 63841u, 63853u, 63857u, 63863u, 63901u, 
+         63907u, 63913u, 63929u, 63949u, 63977u, 63997u, 64007u, 64013u, 64019u, 
+         64033u, 64037u, 64063u, 64067u, 64081u, 64091u, 64109u, 64123u, 64151u, 
+         64153u, 64157u, 64171u, 64187u, 64189u, 64217u, 64223u, 64231u, 64237u, 
+         64271u, 64279u, 64283u, 64301u, 64303u, 64319u, 64327u, 64333u, 64373u, 
+         64381u, 64399u, 64403u, 64433u, 64439u, 64451u, 64453u, 64483u, 64489u, 
+         64499u, 64513u, 64553u, 64567u, 64577u, 64579u, 64591u, 64601u, 64609u, 
+         64613u, 64621u, 64627u, 64633u, 64661u, 64663u, 64667u, 64679u, 64693u, 
+         64709u, 64717u, 64747u, 64763u, 64781u, 64783u, 64793u, 64811u, 64817u, 
+         64849u, 64853u, 64871u, 64877u, 64879u, 64891u, 64901u, 64919u, 64921u, 
+         64927u, 64937u, 64951u, 64969u, 64997u, 65003u, 65011u, 65027u, 65029u, 
+         65033u, 65053u, 65063u, 65071u, 65089u, 65099u, 65101u, 65111u, 65119u, 
+         65123u, 65129u, 65141u, 65147u, 65167u, 65171u, 65173u, 65179u, 65183u, 
+         65203u, 65213u, 65239u, 65257u, 65267u, 65269u, 65287u, 65293u, 65309u, 
+         65323u, 65327u, 65353u, 65357u, 65371u, 65381u, 65393u, 65407u, 65413u, 
+         65419u, 65423u, 65437u, 65447u, 65449u, 65479u, 65497u, 65519u, 65521u
+      };
+      static const boost::array a3 = {
+         2u, 4u, 8u, 16u, 22u, 28u, 44u, 
+         46u, 52u, 64u, 74u, 82u, 94u, 98u, 112u, 
+         116u, 122u, 142u, 152u, 164u, 166u, 172u, 178u, 
+         182u, 184u, 194u, 196u, 226u, 242u, 254u, 274u, 
+         292u, 296u, 302u, 304u, 308u, 316u, 332u, 346u, 
+         364u, 386u, 392u, 394u, 416u, 422u, 428u, 446u, 
+         448u, 458u, 494u, 502u, 506u, 512u, 532u, 536u, 
+         548u, 554u, 568u, 572u, 574u, 602u, 626u, 634u, 
+         638u, 644u, 656u, 686u, 704u, 736u, 758u, 766u, 
+         802u, 808u, 812u, 824u, 826u, 838u, 842u, 848u, 
+         868u, 878u, 896u, 914u, 922u, 928u, 932u, 956u, 
+         964u, 974u, 988u, 994u, 998u, 1006u, 1018u, 1034u, 
+         1036u, 1052u, 1058u, 1066u, 1082u, 1094u, 1108u, 1118u, 
+         1148u, 1162u, 1166u, 1178u, 1186u, 1198u, 1204u, 1214u, 
+         1216u, 1228u, 1256u, 1262u, 1274u, 1286u, 1306u, 1316u, 
+         1318u, 1328u, 1342u, 1348u, 1354u, 1384u, 1388u, 1396u, 
+         1408u, 1412u, 1414u, 1424u, 1438u, 1442u, 1468u, 1486u, 
+         1498u, 1508u, 1514u, 1522u, 1526u, 1538u, 1544u, 1568u, 
+         1586u, 1594u, 1604u, 1606u, 1618u, 1622u, 1634u, 1646u, 
+         1652u, 1654u, 1676u, 1678u, 1682u, 1684u, 1696u, 1712u, 
+         1726u, 1736u, 1738u, 1754u, 1772u, 1804u, 1808u, 1814u, 
+         1834u, 1856u, 1864u, 1874u, 1876u, 1886u, 1892u, 1894u, 
+         1898u, 1912u, 1918u, 1942u, 1946u, 1954u, 1958u, 1964u, 
+         1976u, 1988u, 1996u, 2002u, 2012u, 2024u, 2032u, 2042u, 
+         2044u, 2054u, 2066u, 2072u, 2084u, 2096u, 2116u, 2144u, 
+         2164u, 2174u, 2188u, 2198u, 2206u, 2216u, 2222u, 2224u, 
+         2228u, 2242u, 2248u, 2254u, 2266u, 2272u, 2284u, 2294u, 
+         2308u, 2318u, 2332u, 2348u, 2356u, 2366u, 2392u, 2396u, 
+         2398u, 2404u, 2408u, 2422u, 2426u, 2432u, 2444u, 2452u, 
+         2458u, 2488u, 2506u, 2518u, 2524u, 2536u, 2552u, 2564u, 
+         2576u, 2578u, 2606u, 2612u, 2626u, 2636u, 2672u, 2674u, 
+         2678u, 2684u, 2692u, 2704u, 2726u, 2744u, 2746u, 2776u, 
+         2794u, 2816u, 2836u, 2854u, 2864u, 2902u, 2908u, 2912u, 
+         2914u, 2938u, 2942u, 2948u, 2954u, 2956u, 2966u, 2972u, 
+         2986u, 2996u, 3004u, 3008u, 3032u, 3046u, 3062u, 3076u, 
+         3098u, 3104u, 3124u, 3134u, 3148u, 3152u, 3164u, 3176u, 
+         3178u, 3194u, 3202u, 3208u, 3214u, 3232u, 3236u, 3242u, 
+         3256u, 3278u, 3284u, 3286u, 3328u, 3344u, 3346u, 3356u, 
+         3362u, 3364u, 3368u, 3374u, 3382u, 3392u, 3412u, 3428u, 
+         3458u, 3466u, 3476u, 3484u, 3494u, 3496u, 3526u, 3532u, 
+         3538u, 3574u, 3584u, 3592u, 3608u, 3614u, 3616u, 3628u, 
+         3656u, 3658u, 3662u, 3668u, 3686u, 3698u, 3704u, 3712u, 
+         3722u, 3724u, 3728u, 3778u, 3782u, 3802u, 3806u, 3836u, 
+         3844u, 3848u, 3854u, 3866u, 3868u, 3892u, 3896u, 3904u, 
+         3922u, 3928u, 3932u, 3938u, 3946u, 3956u, 3958u, 3962u, 
+         3964u, 4004u, 4022u, 4058u, 4088u, 4118u, 4126u, 4142u, 
+         4156u, 4162u, 4174u, 4202u, 4204u, 4226u, 4228u, 4232u, 
+         4244u, 4274u, 4286u, 4292u, 4294u, 4298u, 4312u, 4322u, 
+         4324u, 4342u, 4364u, 4376u, 4394u, 4396u, 4406u, 4424u, 
+         4456u, 4462u, 4466u, 4468u, 4474u, 4484u, 4504u, 4516u, 
+         4526u, 4532u, 4544u, 4564u, 4576u, 4582u, 4586u, 4588u, 
+         4604u, 4606u, 4622u, 4628u, 4642u, 4646u, 4648u, 4664u, 
+         4666u, 4672u, 4688u, 4694u, 4702u, 4706u, 4714u, 4736u, 
+         4754u, 4762u, 4774u, 4778u, 4786u, 4792u, 4816u, 4838u, 
+         4844u, 4846u, 4858u, 4888u, 4894u, 4904u, 4916u, 4922u, 
+         4924u, 4946u, 4952u, 4954u, 4966u, 4972u, 4994u, 5002u, 
+         5014u, 5036u, 5038u, 5048u, 5054u, 5072u, 5084u, 5086u, 
+         5092u, 5104u, 5122u, 5128u, 5132u, 5152u, 5174u, 5182u, 
+         5194u, 5218u, 5234u, 5248u, 5258u, 5288u, 5306u, 5308u, 
+         5314u, 5318u, 5332u, 5342u, 5344u, 5356u, 5366u, 5378u, 
+         5384u, 5386u, 5402u, 5414u, 5416u, 5422u, 5434u, 5444u, 
+         5446u, 5456u, 5462u, 5464u, 5476u, 5488u, 5504u, 5524u, 
+         5534u, 5546u, 5554u, 5584u, 5594u, 5608u, 5612u, 5618u, 
+         5626u, 5632u, 5636u, 5656u, 5674u, 5698u, 5702u, 5714u, 
+         5722u, 5726u, 5728u, 5752u, 5758u, 5782u, 5792u, 5794u, 
+         5798u, 5804u, 5806u, 5812u, 5818u, 5824u, 5828u, 5852u, 
+         5854u, 5864u, 5876u, 5878u, 5884u, 5894u, 5902u, 5908u, 
+         5918u, 5936u, 5938u, 5944u, 5948u, 5968u, 5992u, 6002u, 
+         6014u, 6016u, 6028u, 6034u, 6058u, 6062u, 6098u, 6112u, 
+         6128u, 6136u, 6158u, 6164u, 6172u, 6176u, 6178u, 6184u, 
+         6206u, 6226u, 6242u, 6254u, 6272u, 6274u, 6286u, 6302u, 
+         6308u, 6314u, 6326u, 6332u, 6344u, 6346u, 6352u, 6364u, 
+         6374u, 6382u, 6398u, 6406u, 6412u, 6428u, 6436u, 6448u, 
+         6452u, 6458u, 6464u, 6484u, 6496u, 6508u, 6512u, 6518u, 
+         6538u, 6542u, 6554u, 6556u, 6566u, 6568u, 6574u, 6604u, 
+         6626u, 6632u, 6634u, 6638u, 6676u, 6686u, 6688u, 6692u, 
+         6694u, 6716u, 6718u, 6734u, 6736u, 6742u, 6752u, 6772u, 
+         6778u, 6802u, 6806u, 6818u, 6832u, 6844u, 6848u, 6886u, 
+         6896u, 6926u, 6932u, 6934u, 6946u, 6958u, 6962u, 6968u, 
+         6998u, 7012u, 7016u, 7024u, 7042u, 7078u, 7082u, 7088u, 
+         7108u, 7112u, 7114u, 7126u, 7136u, 7138u, 7144u, 7154u, 
+         7166u, 7172u, 7184u, 7192u, 7198u, 7204u, 7228u, 7232u, 
+         7262u, 7282u, 7288u, 7324u, 7334u, 7336u, 7348u, 7354u, 
+         7358u, 7366u, 7372u, 7376u, 7388u, 7396u, 7402u, 7414u, 
+         7418u, 7424u, 7438u, 7442u, 7462u, 7474u, 7478u, 7484u, 
+         7502u, 7504u, 7508u, 7526u, 7528u, 7544u, 7556u, 7586u, 
+         7592u, 7598u, 7606u, 7646u, 7654u, 7702u, 7708u, 7724u, 
+         7742u, 7756u, 7768u, 7774u, 7792u, 7796u, 7816u, 7826u, 
+         7828u, 7834u, 7844u, 7852u, 7882u, 7886u, 7898u, 7918u, 
+         7924u, 7936u, 7942u, 7948u, 7982u, 7988u, 7994u, 8012u, 
+         8018u, 8026u, 8036u, 8048u, 8054u, 8062u, 8072u, 8074u, 
+         8078u, 8102u, 8108u, 8116u, 8138u, 8144u, 8146u, 8158u, 
+         8164u, 8174u, 8186u, 8192u, 8216u, 8222u, 8236u, 8248u, 
+         8284u, 8288u, 8312u, 8314u, 8324u, 8332u, 8342u, 8348u, 
+         8362u, 8372u, 8404u, 8408u, 8416u, 8426u, 8438u, 8464u, 
+         8482u, 8486u, 8492u, 8512u, 8516u, 8536u, 8542u, 8558u, 
+         8564u, 8566u, 8596u, 8608u, 8614u, 8624u, 8626u, 8632u, 
+         8642u, 8654u, 8662u, 8666u, 8668u, 8674u, 8684u, 8696u, 
+         8722u, 8744u, 8752u, 8758u, 8762u, 8776u, 8782u, 8788u, 
+         8818u, 8822u, 8828u, 8842u, 8846u, 8848u, 8876u, 8878u, 
+         8884u, 8906u, 8914u, 8918u, 8936u, 8954u, 8972u, 8974u, 
+         8986u, 8992u, 8996u, 9016u, 9026u, 9032u, 9038u, 9052u, 
+         9062u, 9074u, 9076u, 9088u, 9118u, 9152u, 9164u, 9172u, 
+         9178u, 9182u, 9184u, 9194u, 9196u, 9212u, 9224u, 9226u, 
+         9236u, 9244u, 9262u, 9286u, 9292u, 9296u, 9308u, 9322u, 
+         9326u, 9334u, 9338u, 9352u, 9356u, 9362u, 9368u, 9388u, 
+         9394u, 9398u, 9406u, 9424u, 9476u, 9478u, 9482u, 9494u, 
+         9502u, 9506u, 9544u, 9548u, 9574u, 9598u, 9614u, 9626u, 
+         9632u, 9634u, 9646u, 9658u, 9674u, 9676u, 9682u, 9688u, 
+         9692u, 9704u, 9718u, 9734u, 9742u, 9754u, 9772u, 9788u, 
+         9794u, 9802u, 9812u, 9818u, 9832u, 9842u, 9854u, 9856u, 
+         9866u, 9868u, 9872u, 9896u, 9902u, 9944u, 9968u, 9976u, 
+         9986u, 9992u, 9998u, 10004u, 10006u, 10018u, 10022u, 10036u, 
+         10042u, 10048u, 10076u, 10082u, 10084u, 10094u, 10106u, 10118u, 
+         10124u, 10144u, 10148u, 10154u, 10168u, 10172u, 10174u, 10186u, 
+         10196u, 10208u, 10232u, 10238u, 10246u, 10252u, 10258u, 10262u, 
+         10286u, 10298u, 10318u, 10334u, 10348u, 10378u, 10396u, 10402u, 
+         10406u, 10432u, 10444u, 10448u, 10454u, 10456u, 10462u, 10466u, 
+         10468u, 10496u, 10504u, 10544u, 10546u, 10556u, 10564u, 10568u, 
+         10588u, 10594u, 10612u, 10622u, 10624u, 10628u, 10672u, 10678u, 
+         10696u, 10708u, 10714u, 10718u, 10724u, 10726u, 10748u, 10754u, 
+         10768u, 10798u, 10808u, 10832u, 10834u, 10844u, 10852u, 10868u, 
+         10886u, 10888u, 10906u, 10928u, 10936u, 10946u, 10952u, 10958u, 
+         10972u, 10976u, 10984u, 11002u, 11006u, 11008u, 11026u, 11044u, 
+         11062u, 11068u, 11072u, 11096u, 11114u, 11116u, 11132u, 11138u, 
+         11144u, 11162u, 11182u, 11198u, 11218u, 11222u, 11236u, 11242u, 
+         11246u, 11266u, 11284u, 11294u, 11296u, 11302u, 11312u, 11336u, 
+         11338u, 11348u, 11372u, 11378u, 11384u, 11408u, 11414u, 11426u, 
+         11428u, 11456u, 11468u, 11482u, 11488u, 11494u, 11506u, 11512u, 
+         11534u, 11546u, 11558u, 11566u, 11602u, 11606u, 11618u, 11632u, 
+         11636u, 11656u, 11666u, 11678u, 11702u, 11704u, 11708u, 11714u, 
+         11726u, 11728u, 11732u, 11734u, 11744u, 11756u, 11782u, 11788u, 
+         11804u, 11812u, 11816u, 11824u, 11834u, 11842u, 11848u, 11882u, 
+         11884u, 11896u, 11912u, 11936u, 11942u, 11944u, 11954u, 11956u, 
+         11974u, 11978u, 11986u, 11992u, 12008u, 12014u, 12016u, 12022u, 
+         12028u, 12034u, 12038u, 12052u, 12056u, 12076u, 12082u, 12086u, 
+         12106u, 12112u, 12124u, 12146u, 12152u, 12154u, 12164u, 12176u, 
+         12178u, 12184u, 12188u, 12196u, 12208u, 12212u, 12226u, 12238u, 
+         12248u, 12262u, 12266u, 12278u, 12304u, 12314u, 12328u, 12332u, 
+         12358u, 12364u, 12394u, 12398u, 12416u, 12434u, 12442u, 12448u, 
+         12464u, 12472u, 12482u, 12496u, 12506u, 12514u, 12524u, 12544u, 
+         12566u, 12586u, 12602u, 12604u, 12622u, 12628u, 12632u, 12638u, 
+         12644u, 12656u, 12658u, 12668u, 12694u, 12698u, 12706u, 12724u, 
+         12742u, 12748u, 12766u, 12772u, 12776u, 12782u, 12806u, 12812u, 
+         12832u, 12866u, 12892u, 12902u, 12904u, 12932u, 12944u, 12952u, 
+         12962u, 12974u, 12976u, 12982u, 13004u, 13006u, 13018u, 13034u, 
+         13036u, 13042u, 13048u, 13058u, 13072u, 13088u, 13108u, 13114u, 
+         13118u, 13156u, 13162u, 13172u, 13178u, 13186u, 13202u, 13244u, 
+         13246u, 13252u, 13256u, 13262u, 13268u, 13274u, 13288u, 13304u, 
+         13318u, 13322u, 13342u, 13352u, 13354u, 13358u, 13366u, 13384u, 
+         13394u, 13406u, 13442u, 13444u, 13454u, 13496u, 13504u, 13508u, 
+         13528u, 13552u, 13568u, 13576u, 13598u, 13604u, 13612u, 13616u, 
+         13618u, 13624u, 13646u, 13652u, 13658u, 13666u, 13694u, 13696u, 
+         13706u, 13724u, 13738u, 13744u, 13748u, 13766u, 13774u, 13784u, 
+         13798u, 13802u, 13814u, 13822u, 13832u, 13844u, 13858u, 13862u, 
+         13864u, 13876u, 13888u, 13892u, 13898u, 13916u, 13946u, 13958u, 
+         13996u, 14002u, 14014u, 14024u, 14026u, 14044u, 14054u, 14066u, 
+         14074u, 14078u, 14086u, 14092u, 14096u, 14098u, 14122u, 14134u, 
+         14152u, 14156u, 14158u, 14162u, 14164u, 14222u, 14234u, 14242u, 
+         14266u, 14276u, 14278u, 14282u, 14288u, 14294u, 14306u, 14308u, 
+         14312u, 14326u, 14332u, 14338u, 14354u, 14366u, 14368u, 14372u, 
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+         34756u, 34762u, 34778u, 34798u, 34808u, 34822u, 34826u, 34828u, 
+         34844u, 34856u, 34858u, 34868u, 34876u, 34882u, 34912u, 34924u, 
+         34934u, 34948u, 34958u, 34966u, 34976u, 34982u, 34984u, 34988u, 
+         35002u, 35012u, 35014u, 35024u, 35056u, 35074u, 35078u, 35086u, 
+         35114u, 35134u, 35138u, 35158u, 35164u, 35168u, 35198u, 35206u, 
+         35212u, 35234u, 35252u, 35264u, 35266u, 35276u, 35288u, 35294u, 
+         35312u, 35318u, 35372u, 35378u, 35392u, 35396u, 35402u, 35408u, 
+         35422u, 35446u, 35452u, 35464u, 35474u, 35486u, 35492u, 35516u, 
+         35528u, 35546u, 35554u, 35572u, 35576u, 35578u, 35582u, 35584u, 
+         35606u, 35614u, 35624u, 35626u, 35638u, 35648u, 35662u, 35668u, 
+         35672u, 35674u, 35686u, 35732u, 35738u, 35744u, 35746u, 35752u, 
+         35758u, 35788u, 35798u, 35806u, 35812u, 35824u, 35828u, 35842u, 
+         35848u, 35864u, 35876u, 35884u, 35894u, 35914u, 35932u, 35942u, 
+         35948u, 35954u, 35966u, 35968u, 35978u, 35992u, 35996u, 35998u, 
+         36002u, 36026u, 36038u, 36046u, 36064u, 36068u, 36076u, 36092u, 
+         36106u, 36118u, 36128u, 36146u, 36158u, 36166u, 36184u, 36188u, 
+         36202u, 36206u, 36212u, 36214u, 36236u, 36254u, 36262u, 36272u, 
+         36298u, 36302u, 36304u, 36328u, 36334u, 36338u, 36344u, 36356u, 
+         36382u, 36386u, 36394u, 36404u, 36422u, 36428u, 36442u, 36452u, 
+         36464u, 36466u, 36478u, 36484u, 36488u, 36496u, 36508u, 36524u, 
+         36526u, 36536u, 36542u, 36544u, 36566u, 36568u, 36572u, 36586u, 
+         36604u, 36614u, 36626u, 36646u, 36656u, 36662u, 36664u, 36668u, 
+         36682u, 36694u, 36698u, 36706u, 36716u, 36718u, 36724u, 36758u, 
+         36764u, 36766u, 36782u, 36794u, 36802u, 36824u, 36832u, 36862u, 
+         36872u, 36874u, 36898u, 36902u, 36916u, 36926u, 36946u, 36962u, 
+         36964u, 36968u, 36988u, 36998u, 37004u, 37012u, 37016u, 37024u, 
+         37028u, 37052u, 37058u, 37072u, 37076u, 37108u, 37112u, 37118u, 
+         37132u, 37138u, 37142u, 37144u, 37166u, 37226u, 37228u, 37234u, 
+         37258u, 37262u, 37276u, 37294u, 37306u, 37324u, 37336u, 37342u, 
+         37346u, 37376u, 37378u, 37394u, 37396u, 37418u, 37432u, 37448u, 
+         37466u, 37472u, 37508u, 37514u, 37532u, 37534u, 37544u, 37552u, 
+         37556u, 37558u, 37564u, 37588u, 37606u, 37636u, 37642u, 37648u, 
+         37682u, 37696u, 37702u, 37754u, 37756u, 37772u, 37784u, 37798u, 
+         37814u, 37822u, 37852u, 37856u, 37858u, 37864u, 37874u, 37886u, 
+         37888u, 37916u, 37922u, 37936u, 37948u, 37976u, 37994u, 38014u, 
+         38018u, 38026u, 38032u, 38038u, 38042u, 38048u, 38056u, 38078u, 
+         38084u, 38108u, 38116u, 38122u, 38134u, 38146u, 38152u, 38164u, 
+         38168u, 38188u, 38234u, 38252u, 38266u, 38276u, 38278u, 38302u, 
+         38306u, 38308u, 38332u, 38354u, 38368u, 38378u, 38384u, 38416u, 
+         38428u, 38432u, 38434u, 38444u, 38446u, 38456u, 38458u, 38462u, 
+         38468u, 38474u, 38486u, 38498u, 38512u, 38518u, 38524u, 38552u, 
+         38554u, 38572u, 38578u, 38584u, 38588u, 38612u, 38614u, 38626u, 
+         38638u, 38644u, 38648u, 38672u, 38696u, 38698u, 38704u, 38708u, 
+         38746u, 38752u, 38762u, 38774u, 38776u, 38788u, 38792u, 38812u, 
+         38834u, 38846u, 38848u, 38858u, 38864u, 38882u, 38924u, 38936u, 
+         38938u, 38944u, 38956u, 38978u, 38992u, 39002u, 39008u, 39014u, 
+         39016u, 39026u, 39044u, 39058u, 39062u, 39088u, 39104u, 39116u, 
+         39124u, 39142u, 39146u, 39148u, 39158u, 39166u, 39172u, 39176u, 
+         39182u, 39188u, 39194u
+      };
+
+      if(n <= b1)
+         return a1[n];
+      if(n <= b2)
+         return a2[n - b1 - 1];
+      if(n >= b3)
+      {
+         return boost::math::policies::raise_domain_error(
+            "boost::math::prime<%1%>", "Argument n out of range: got %1%", n, pol);
+      }
+      return static_cast(a3[n - b2 - 1]) + 0xFFFFu;
+   }
+
+   inline boost::uint32_t prime(unsigned n)
+   {
+      return boost::math::prime(n, boost::math::policies::policy<>());
+   }
+
+   static const unsigned max_prime = 10000;
+
+}} // namespace boost and math
diff --git a/include/boost/math/special_functions/sign.hpp b/include/boost/math/special_functions/sign.hpp
index 7ff450422..88db77729 100644
--- a/include/boost/math/special_functions/sign.hpp
+++ b/include/boost/math/special_functions/sign.hpp
@@ -12,26 +12,73 @@
 
 #include 
 #include 
+#include 
 
 namespace boost{ namespace math{ 
 
+namespace detail {
+
+#ifdef BOOST_MATH_USE_STD_FPCLASSIFY
+    template 
+    inline int signbit_impl(T x, native_tag const&)
+    {
+        return (std::signbit)(x);
+    }
+#endif
+
+    template 
+    inline int signbit_impl(T x, generic_tag const&)
+    {
+        return x < 0;
+    }
+
+    template 
+    inline int signbit_impl(T x, generic_tag const&)
+    {
+        return x < 0;
+    }
+
+    template 
+    inline int signbit_impl(T x, ieee_copy_all_bits_tag const&)
+    {
+        typedef BOOST_DEDUCED_TYPENAME fp_traits::type traits;
+
+        BOOST_DEDUCED_TYPENAME traits::bits a;
+        traits::get_bits(x,a);
+        return a & traits::sign ? 1 : 0;
+    }
+
+    template 
+    inline int signbit_impl(T x, ieee_copy_leading_bits_tag const&)
+    {
+        typedef BOOST_DEDUCED_TYPENAME fp_traits::type traits;
+
+        BOOST_DEDUCED_TYPENAME traits::bits a;
+        traits::get_bits(x,a);
+
+        return a & traits::sign ? 1 : 0;
+    }
+}   // namespace detail
+
+template int (signbit)(T x)
+{ //!< \brief return true if floating-point type t is NaN (Not A Number).
+   typedef typename detail::fp_traits::type traits;
+   typedef typename traits::method method;
+   typedef typename boost::is_floating_point::type fp_tag;
+   return detail::signbit_impl(x, method());
+}
+
 template 
 inline int sign BOOST_NO_MACRO_EXPAND(const T& z)
 {
-   return (z == 0) ? 0 : (z < 0) ? -1 : 1;
-}
-
-template 
-inline int signbit BOOST_NO_MACRO_EXPAND(const T& z)
-{
-   return (z < 0) ? 1 : 0;
+   return (z == 0) ? 0 : (boost::math::signbit)(z) ? -1 : 1;
 }
 
 template 
 inline T copysign BOOST_NO_MACRO_EXPAND(const T& x, const T& y)
 {
    BOOST_MATH_STD_USING
-   return fabs(x) * boost::math::sign(y);
+      return fabs(x) * ((boost::math::signbit)(y) ? -1 : 1);
 }
 
 } // namespace math
diff --git a/include/boost/math/special_functions/sin_pi.hpp b/include/boost/math/special_functions/sin_pi.hpp
index 8a706a1d7..38c02bc99 100644
--- a/include/boost/math/special_functions/sin_pi.hpp
+++ b/include/boost/math/special_functions/sin_pi.hpp
@@ -46,7 +46,7 @@ T sin_pi_imp(T x, const Policy& pol)
       return static_cast(invert ? -1 : 1);
    
    rem = sin(constants::pi() * rem);
-   return invert ? -rem : rem;
+   return invert ? T(-rem) : rem;
 }
 
 } // namespace detail
diff --git a/include/boost/math/special_functions/spherical_harmonic.hpp b/include/boost/math/special_functions/spherical_harmonic.hpp
index bd0c7eef0..37968eadc 100644
--- a/include/boost/math/special_functions/spherical_harmonic.hpp
+++ b/include/boost/math/special_functions/spherical_harmonic.hpp
@@ -61,7 +61,7 @@ T spherical_harmonic_r(unsigned n, int m, T theta, T phi, const Policy& pol)
    if(m&1)
    {
       // Check phase if theta is outside [0, PI]:
-      T mod = boost::math::tools::fmod_workaround(theta, 2 * constants::pi());
+      T mod = boost::math::tools::fmod_workaround(theta, T(2 * constants::pi()));
       if(mod < 0)
          mod += 2 * constants::pi();
       if(mod > constants::pi())
@@ -70,7 +70,7 @@ T spherical_harmonic_r(unsigned n, int m, T theta, T phi, const Policy& pol)
    // Get the value and adjust sign as required:
    T prefix = spherical_harmonic_prefix(n, m, theta, pol);
    prefix *= cos(m * phi);
-   return sign ? -prefix : prefix;
+   return sign ? T(-prefix) : prefix;
 }
 
 template 
@@ -88,7 +88,7 @@ T spherical_harmonic_i(unsigned n, int m, T theta, T phi, const Policy& pol)
    if(m&1)
    {
       // Check phase if theta is outside [0, PI]:
-      T mod = boost::math::tools::fmod_workaround(theta, 2 * constants::pi());
+      T mod = boost::math::tools::fmod_workaround(theta, T(2 * constants::pi()));
       if(mod < 0)
          mod += 2 * constants::pi();
       if(mod > constants::pi())
@@ -97,7 +97,7 @@ T spherical_harmonic_i(unsigned n, int m, T theta, T phi, const Policy& pol)
    // Get the value and adjust sign as required:
    T prefix = spherical_harmonic_prefix(n, m, theta, pol);
    prefix *= sin(m * phi);
-   return sign ? -prefix : prefix;
+   return sign ? T(-prefix) : prefix;
 }
 
 template 
diff --git a/include/boost/math/special_functions/trunc.hpp b/include/boost/math/special_functions/trunc.hpp
index 47ca0b16e..49f933b34 100644
--- a/include/boost/math/special_functions/trunc.hpp
+++ b/include/boost/math/special_functions/trunc.hpp
@@ -22,7 +22,7 @@ inline T trunc(const T& v, const Policy& pol)
    BOOST_MATH_STD_USING
    if(!(boost::math::isfinite)(v))
       return policies::raise_rounding_error("boost::math::trunc<%1%>(%1%)", 0, v, pol);
-   return (v >= 0) ? floor(v) : ceil(v);
+   return (v >= 0) ? static_cast(floor(v)) : static_cast(ceil(v));
 }
 template 
 inline T trunc(const T& v)
diff --git a/include/boost/math/special_functions/zeta.hpp b/include/boost/math/special_functions/zeta.hpp
index 7e2ac109d..c04194325 100644
--- a/include/boost/math/special_functions/zeta.hpp
+++ b/include/boost/math/special_functions/zeta.hpp
@@ -884,7 +884,7 @@ inline typename tools::promote_args::type zeta(T s, const Policy&)
 
    return policies::checked_narrowing_cast(detail::zeta_imp(
       static_cast(s),
-      1 - static_cast(s),
+      static_cast(1 - static_cast(s)),
       forwarding_policy(),
       tag_type()), "boost::math::zeta<%1%>(%1%)");
 }
diff --git a/include/boost/math/tools/config.hpp b/include/boost/math/tools/config.hpp
index 6aab1c0f2..487d18e71 100644
--- a/include/boost/math/tools/config.hpp
+++ b/include/boost/math/tools/config.hpp
@@ -60,6 +60,14 @@
 //
 #  define BOOST_MATH_NO_LONG_DOUBLE_MATH_FUNCTIONS
 #endif
+#if defined(unix) && defined(__INTEL_COMPILER)
+//
+// Intel compiler has sporadic issues compiling std::fpclassify depending on
+// the exact OS version used.  Use our own code for this as we know it works
+// well on Intel processors:
+//
+#define BOOST_MATH_DISABLE_STD_FPCLASSIFY
+#endif
 
 #if defined(BOOST_MSVC) && !defined(_WIN32_WCE)
    // Better safe than sorry, our tests don't support hardware exceptions:
@@ -124,9 +132,9 @@
 
 #endif // defined BOOST_NO_EXPLICIT_FUNCTION_TEMPLATE_ARGUMENTS
 
-#if BOOST_WORKAROUND(__SUNPRO_CC, <= 0x590) || defined(__hppa)
+#if BOOST_WORKAROUND(__SUNPRO_CC, <= 0x590) || defined(__hppa) || defined(__GNUC__)
 // Sun's compiler emits a hard error if a constant underflows,
-// as does aCC on PA-RISC:
+// as does aCC on PA-RISC, while gcc issues a large number of warnings:
 #  define BOOST_MATH_SMALL_CONSTANT(x) 0
 #else
 #  define BOOST_MATH_SMALL_CONSTANT(x) x
@@ -272,9 +280,11 @@ inline T max BOOST_PREVENT_MACRO_SUBSTITUTION(T a, T b, T c, T d)
    } // namespace detail
    }} // namespaces
 
-   #define BOOST_FPU_EXCEPTION_GUARD boost::math::detail::fpu_guard local_guard_object;
+#  define BOOST_FPU_EXCEPTION_GUARD boost::math::detail::fpu_guard local_guard_object;
+#  define BOOST_MATH_INSTRUMENT_FPU do{ fexcept_t cpu_flags; fegetexceptflag(&cpu_flags, FE_ALL_EXCEPT); BOOST_MATH_INSTRUMENT_VARIABLE(cpu_flags); } while(0); 
 #else // All other platforms.
-  #define BOOST_FPU_EXCEPTION_GUARD
+#  define BOOST_FPU_EXCEPTION_GUARD
+#  define BOOST_MATH_INSTRUMENT_FPU
 #endif
 
 #ifdef BOOST_MATH_INSTRUMENT
diff --git a/include/boost/math/tools/minima.hpp b/include/boost/math/tools/minima.hpp
index 625368c52..3dc5356f3 100644
--- a/include/boost/math/tools/minima.hpp
+++ b/include/boost/math/tools/minima.hpp
@@ -77,7 +77,7 @@ std::pair brent_find_minima(F f, T min, T max, int bits, boost::uintmax_t&
             delta = p / q;
             u = x + delta;
             if(((u - min) < fract2) || ((max- u) < fract2))
-               delta = (mid - x) < 0 ? -fabs(fract1) : fabs(fract1);
+               delta = (mid - x) < 0 ? (T)-fabs(fract1) : (T)fabs(fract1);
          }
       }
       else
@@ -87,7 +87,7 @@ std::pair brent_find_minima(F f, T min, T max, int bits, boost::uintmax_t&
          delta = golden * delta2;
       }
       // update current position:
-      u = (fabs(delta) >= fract1) ? x + delta : (delta > 0 ? x + fabs(fract1) : x - fabs(fract1));
+      u = (fabs(delta) >= fract1) ? T(x + delta) : (delta > 0 ? T(x + fabs(fract1)) : T(x - fabs(fract1)));
       fu = f(u);
       if(fu <= fx)
       {
diff --git a/include/boost/math/tools/promotion.hpp b/include/boost/math/tools/promotion.hpp
index e2e6fd1cc..83772f52e 100644
--- a/include/boost/math/tools/promotion.hpp
+++ b/include/boost/math/tools/promotion.hpp
@@ -69,6 +69,12 @@ namespace boost
       { // If T is integral type, then promote to double.
         typedef typename mpl::if_, double, T>::type type;
       };
+      // These full specialisations reduce mpl::if_ usage and speed up
+      // compilation:
+      template <> struct promote_arg { typedef float type; };
+      template <> struct promote_arg{ typedef double type; };
+      template <> struct promote_arg { typedef long double type; };
+      template <> struct promote_arg {  typedef double type; };
 
       template 
       struct promote_args_2
@@ -89,6 +95,24 @@ namespace boost
           // else one or the other is a user-defined type:
           typename mpl::if_< ::boost::is_convertible, T2P, T1P>::type>::type type;
       }; // promote_arg2
+      // These full specialisations reduce mpl::if_ usage and speed up
+      // compilation:
+      template <> struct promote_args_2 { typedef float type; };
+      template <> struct promote_args_2{ typedef double type; };
+      template <> struct promote_args_2 { typedef long double type; };
+      template <> struct promote_args_2 {  typedef double type; };
+      template <> struct promote_args_2 {  typedef double type; };
+      template <> struct promote_args_2 {  typedef double type; };
+      template <> struct promote_args_2 {  typedef double type; };
+      template <> struct promote_args_2 {  typedef double type; };
+      template <> struct promote_args_2 {  typedef long double type; };
+      template <> struct promote_args_2 {  typedef long double type; };
+      template <> struct promote_args_2 {  typedef double type; };
+      template <> struct promote_args_2 {  typedef double type; };
+      template <> struct promote_args_2 {  typedef long double type; };
+      template <> struct promote_args_2 {  typedef long double type; };
+      template <> struct promote_args_2 {  typedef long double type; };
+      template <> struct promote_args_2 {  typedef long double type; };
 
       template 
       struct promote_args
diff --git a/include/boost/math/tools/rational.hpp b/include/boost/math/tools/rational.hpp
index b49d5c815..accffeaf2 100644
--- a/include/boost/math/tools/rational.hpp
+++ b/include/boost/math/tools/rational.hpp
@@ -220,19 +220,19 @@ inline V evaluate_polynomial(const boost::array& a, const V& val)
 template 
 inline U evaluate_even_polynomial(const T* poly, U z, std::size_t count)
 {
-   return evaluate_polynomial(poly, z*z, count);
+   return evaluate_polynomial(poly, U(z*z), count);
 }
 
 template 
 inline V evaluate_even_polynomial(const T(&a)[N], const V& z)
 {
-   return evaluate_polynomial(a, z*z);
+   return evaluate_polynomial(a, V(z*z));
 }
 
 template 
 inline V evaluate_even_polynomial(const boost::array& a, const V& z)
 {
-   return evaluate_polynomial(a, z*z);
+   return evaluate_polynomial(a, V(z*z));
 }
 //
 // Odd polynomials come next:
@@ -240,21 +240,21 @@ inline V evaluate_even_polynomial(const boost::array& a, const V& z)
 template 
 inline U evaluate_odd_polynomial(const T* poly, U z, std::size_t count)
 {
-   return poly[0] + z * evaluate_polynomial(poly+1, z*z, count-1);
+   return poly[0] + z * evaluate_polynomial(poly+1, U(z*z), count-1);
 }
 
 template 
 inline V evaluate_odd_polynomial(const T(&a)[N], const V& z)
 {
    typedef mpl::int_ tag_type;
-   return a[0] + z * detail::evaluate_polynomial_c_imp(static_cast(a) + 1, z*z, static_cast(0));
+   return a[0] + z * detail::evaluate_polynomial_c_imp(static_cast(a) + 1, V(z*z), static_cast(0));
 }
 
 template 
 inline V evaluate_odd_polynomial(const boost::array& a, const V& z)
 {
    typedef mpl::int_ tag_type;
-   return a[0] + z * detail::evaluate_polynomial_c_imp(static_cast(a.data()) + 1, z*z, static_cast(0));
+   return a[0] + z * detail::evaluate_polynomial_c_imp(static_cast(a.data()) + 1, V(z*z), static_cast(0));
 }
 
 template 
diff --git a/include/boost/math/tools/roots.hpp b/include/boost/math/tools/roots.hpp
index 43c8091cc..d42b3c119 100644
--- a/include/boost/math/tools/roots.hpp
+++ b/include/boost/math/tools/roots.hpp
@@ -279,7 +279,7 @@ T halley_iterate(F f, T guess, T min, T max, int digits, boost::uintmax_t& max_i
    T result = guess;
 
    T factor = static_cast(ldexp(1.0, 1 - digits));
-   T delta = (std::max)(10000000 * guess, T(10000000));  // arbitarily large delta
+   T delta = (std::max)(T(10000000 * guess), T(10000000));  // arbitarily large delta
    T last_f0 = 0;
    T delta1 = delta;
    T delta2 = delta;
@@ -358,7 +358,7 @@ T halley_iterate(F f, T guess, T min, T max, int digits, boost::uintmax_t& max_i
       // check for out of bounds step:
       if(result < min)
       {
-         T diff = ((fabs(min) < 1) && (fabs(result) > 1) && (tools::max_value() / fabs(result) < fabs(min))) ? 1000  : result / min;
+         T diff = ((fabs(min) < 1) && (fabs(result) > 1) && (tools::max_value() / fabs(result) < fabs(min))) ? T(1000)  : T(result / min);
          if(fabs(diff) < 1)
             diff = 1 / diff;
          if(!out_of_bounds_sentry && (diff > 0) && (diff < 3))
@@ -379,7 +379,7 @@ T halley_iterate(F f, T guess, T min, T max, int digits, boost::uintmax_t& max_i
       }
       else if(result > max)
       {
-         T diff = ((fabs(max) < 1) && (fabs(result) > 1) && (tools::max_value() / fabs(result) < fabs(max))) ? 1000  : result / max;
+         T diff = ((fabs(max) < 1) && (fabs(result) > 1) && (tools::max_value() / fabs(result) < fabs(max))) ? T(1000) : T(result / max);
          if(fabs(diff) < 1)
             diff = 1 / diff;
          if(!out_of_bounds_sentry && (diff > 0) && (diff < 3))
diff --git a/include/boost/math/tools/toms748_solve.hpp b/include/boost/math/tools/toms748_solve.hpp
index 1ab96d5f6..e7ada1743 100644
--- a/include/boost/math/tools/toms748_solve.hpp
+++ b/include/boost/math/tools/toms748_solve.hpp
@@ -26,7 +26,7 @@ public:
    eps_tolerance(unsigned bits)
    {
       BOOST_MATH_STD_USING
-      eps = (std::max)(T(ldexp(1.0F, 1-bits)), 2 * tools::epsilon());
+      eps = (std::max)(T(ldexp(1.0F, 1-bits)), T(2 * tools::epsilon()));
    }
    bool operator()(const T& a, const T& b)
    {
@@ -193,9 +193,9 @@ T quadratic_interpolate(const T& a, const T& b, T const& d,
    //
    // Start by obtaining the coefficients of the quadratic polynomial:
    //
-   T B = safe_div(fb - fa, b - a, tools::max_value());
-   T A = safe_div(fd - fb, d - b, tools::max_value());
-   A = safe_div(A - B, d - a, T(0));
+   T B = safe_div(T(fb - fa), T(b - a), tools::max_value());
+   T A = safe_div(T(fd - fb), T(d - b), tools::max_value());
+   A = safe_div(T(A - B), T(d - a), T(0));
 
    if(a == 0)
    {
@@ -220,7 +220,7 @@ T quadratic_interpolate(const T& a, const T& b, T const& d,
    for(unsigned i = 1; i <= count; ++i)
    {
       //c -= safe_div(B * c, (B + A * (2 * c - a - b)), 1 + c - a);
-      c -= safe_div(fa+(B+A*(c-b))*(c-a), (B + A * (2 * c - a - b)), 1 + c - a);
+      c -= safe_div(T(fa+(B+A*(c-b))*(c-a)), T(B + A * (2 * c - a - b)), T(1 + c - a));
    }
    if((c <= a) || (c >= b))
    {
@@ -436,7 +436,7 @@ std::pair toms748_solve(F f, const T& ax, const T& bx, const T& fax, const
       //
       e = d;
       fe = fd;
-      detail::bracket(f, a, b, a + (b - a) / 2, fa, fb, d, fd);
+      detail::bracket(f, a, b, T(a + (b - a) / 2), fa, fb, d, fd);
       --count;
       BOOST_MATH_INSTRUMENT_CODE("Not converging: Taking a bisection!!!!");
       BOOST_MATH_INSTRUMENT_CODE(" a = " << a << " b = " << b);
diff --git a/performance/Jamfile.v2 b/performance/Jamfile.v2
index b20c97be2..f3b5a4350 100644
--- a/performance/Jamfile.v2
+++ b/performance/Jamfile.v2
@@ -12,7 +12,12 @@ test_gamma.cpp
 test_ibeta.cpp
 test_igamma.cpp
 test_polynomial.cpp
-test_reference.cpp ;
+test_reference.cpp 
+test_lanczos.cpp  /boost/regex//boost_regex
+: 
+    BOOST_ALL_NO_LIB
+    static
+;
 
 install dist-bin
     :
diff --git a/performance/distributions.cpp b/performance/distributions.cpp
index 810d24de7..e3e22ba8e 100644
--- a/performance/distributions.cpp
+++ b/performance/distributions.cpp
@@ -274,6 +274,8 @@ BOOST_MATH_DISTRIBUTION1_TEST(chi_squared, int_values, real_values, probabilitie
 BOOST_MATH_DISTRIBUTION1_TEST(exponential, real_values, real_values, probabilities)
 BOOST_MATH_DISTRIBUTION2_TEST(fisher_f, int_values, int_values, real_values, probabilities)
 BOOST_MATH_DISTRIBUTION2_TEST(gamma, real_values, real_values, real_values, probabilities)
+BOOST_MATH_DISTRIBUTION3_TEST(hypergeometric, small_int_values, small_int_values, small_int_values, small_int_values, probabilities)
+BOOST_MATH_DISTRIBUTION2_TEST(logistic, real_values, real_values, real_values, probabilities)
 BOOST_MATH_DISTRIBUTION2_TEST(lognormal, real_values, real_values, real_values, probabilities)
 BOOST_MATH_DISTRIBUTION2_TEST(negative_binomial, int_values, probabilities, int_values, probabilities)
 BOOST_MATH_DISTRIBUTION2_TEST(normal, real_values, real_values, real_values, probabilities)
@@ -494,6 +496,33 @@ double qnchisq(double, double, double, int, int)
       set_call_count(a_size * c_size);\
    }
 
+double qhypergeo(double r, double n, double N, double p, int i, int j)
+{
+   if(r > N)
+      return std::numeric_limits::quiet_NaN();
+   double nr = r;
+   double nb = N - r;
+   return qhyper(nr, nb, n, p, i, j);
+}
+
+double phypergeo(double r, double n, double N, double k, int i, int j)
+{
+   if((r > N) || (k > n) || (k > r))
+      return std::numeric_limits::quiet_NaN();
+   double nr = r;
+   double nb = N - r;
+   return phyper(nr, nb, n, k, i, j);
+}
+
+double dhypergeo(double r, double n, double N, double k, int i)
+{
+   if((r > N) || (k > n) || (k > r))
+      return std::numeric_limits::quiet_NaN();
+   double nr = r;
+   double nb = N - r;
+   return dhyper(nr, nb, n, k, i);
+}
+
 BOOST_MATH_R_DISTRIBUTION2_TEST(beta, probabilities, probabilities, probabilities, probabilities)
 BOOST_MATH_R_DISTRIBUTION2_TEST(binom, int_values, probabilities, int_values, probabilities)
 BOOST_MATH_R_DISTRIBUTION2_TEST(cauchy, int_values, real_values, int_values, probabilities)
@@ -501,6 +530,8 @@ BOOST_MATH_R_DISTRIBUTION1_TEST(chisq, int_values, real_values, probabilities)
 BOOST_MATH_R_DISTRIBUTION1_TEST(exp, real_values, real_values, probabilities)
 BOOST_MATH_R_DISTRIBUTION2_TEST(f, int_values, int_values, real_values, probabilities)
 BOOST_MATH_R_DISTRIBUTION2_TEST(gamma, real_values, real_values, real_values, probabilities)
+BOOST_MATH_R_DISTRIBUTION3_TEST(hypergeo, small_int_values, small_int_values, small_int_values, small_int_values, probabilities)
+BOOST_MATH_R_DISTRIBUTION2_TEST(logis, real_values, real_values, real_values, probabilities)
 BOOST_MATH_R_DISTRIBUTION2_TEST(lnorm, real_values, real_values, real_values, probabilities)
 BOOST_MATH_R_DISTRIBUTION2_TEST(nbinom, int_values, probabilities, int_values, probabilities)
 BOOST_MATH_R_DISTRIBUTION2_TEST(norm, real_values, real_values, real_values, probabilities)
diff --git a/performance/gcc-4.3.2-linux.log b/performance/gcc-4.3.2-linux.log
new file mode 100644
index 000000000..d9e137cb2
--- /dev/null
+++ b/performance/gcc-4.3.2-linux.log
@@ -0,0 +1,115 @@
+Testing gcc-4_3_2-dist-beta-R-cdf                               1.435e-06
+Testing gcc-4_3_2-dist-beta-R-pdf                               1.059e-06
+Testing gcc-4_3_2-dist-beta-R-quantile                          3.455e-04
+Testing gcc-4_3_2-dist-beta-cdf                                 3.371e-06
+Testing gcc-4_3_2-dist-beta-pdf                                 1.754e-06
+Testing gcc-4_3_2-dist-beta-quantile                            1.093e-05
+Testing gcc-4_3_2-dist-binom-R-cdf                              6.626e-07
+Testing gcc-4_3_2-dist-binom-R-pdf                              4.333e-07
+Testing gcc-4_3_2-dist-binom-R-quantile                         3.777e-06
+Testing gcc-4_3_2-dist-binomial-cdf                             8.835e-07
+Testing gcc-4_3_2-dist-binomial-pdf                             1.274e-06
+Testing gcc-4_3_2-dist-binomial-quantile                        6.532e-06
+Testing gcc-4_3_2-dist-cauchy-R-cdf                             1.513e-07
+Testing gcc-4_3_2-dist-cauchy-R-pdf                             6.456e-08
+Testing gcc-4_3_2-dist-cauchy-R-quantile                        1.378e-07
+Testing gcc-4_3_2-dist-cauchy-cdf                               1.856e-07
+Testing gcc-4_3_2-dist-cauchy-pdf                               7.364e-08
+Testing gcc-4_3_2-dist-cauchy-quantile                          2.009e-07
+Testing gcc-4_3_2-dist-chi_squared-cdf                          1.354e-06
+Testing gcc-4_3_2-dist-chi_squared-pdf                          1.332e-06
+Testing gcc-4_3_2-dist-chi_squared-quantile                     9.906e-06
+Testing gcc-4_3_2-dist-chisq-R-cdf                              1.087e-06
+Testing gcc-4_3_2-dist-chisq-R-pdf                              3.827e-07
+Testing gcc-4_3_2-dist-chisq-R-quantile                         5.514e-06
+Testing gcc-4_3_2-dist-exp-R-cdf                                1.616e-07
+Testing gcc-4_3_2-dist-exp-R-pdf                                1.830e-07
+Testing gcc-4_3_2-dist-exp-R-quantile                           9.149e-08
+Testing gcc-4_3_2-dist-exponential-cdf                          1.250e-07
+Testing gcc-4_3_2-dist-exponential-pdf                          1.433e-07
+Testing gcc-4_3_2-dist-exponential-quantile                     9.310e-08
+Testing gcc-4_3_2-dist-f-R-cdf                                  1.388e-06
+Testing gcc-4_3_2-dist-f-R-pdf                                  6.618e-07
+Testing gcc-4_3_2-dist-f-R-quantile                             9.787e-06
+Testing gcc-4_3_2-dist-fisher_f-cdf                             2.292e-06
+Testing gcc-4_3_2-dist-fisher_f-pdf                             1.485e-06
+Testing gcc-4_3_2-dist-fisher_f-quantile                        1.740e-05
+Testing gcc-4_3_2-dist-gamma-R-cdf                              1.230e-06
+Testing gcc-4_3_2-dist-gamma-R-pdf                              5.371e-07
+Testing gcc-4_3_2-dist-gamma-R-quantile                         1.382e-05
+Testing gcc-4_3_2-dist-gamma-cdf                                1.816e-06
+Testing gcc-4_3_2-dist-gamma-pdf                                1.387e-06
+Testing gcc-4_3_2-dist-gamma-quantile                           8.553e-06
+Testing gcc-4_3_2-dist-hypergeo-R-cdf                           1.467e-07
+Testing gcc-4_3_2-dist-hypergeo-R-pdf                           1.921e-07
+Testing gcc-4_3_2-dist-hypergeo-R-quantile                      2.002e-06
+Testing gcc-4_3_2-dist-hypergeometric-cdf                       3.308e-07
+Testing gcc-4_3_2-dist-hypergeometric-pdf                       2.935e-07
+Testing gcc-4_3_2-dist-hypergeometric-quantile                  6.179e-07
+Testing gcc-4_3_2-dist-lnorm-R-cdf                              2.392e-07
+Testing gcc-4_3_2-dist-lnorm-R-pdf                              2.637e-07
+Testing gcc-4_3_2-dist-lnorm-R-quantile                         4.626e-07
+Testing gcc-4_3_2-dist-logis-R-cdf                              2.441e-07
+Testing gcc-4_3_2-dist-logis-R-pdf                              1.953e-07
+Testing gcc-4_3_2-dist-logis-R-quantile                         1.182e-07
+Testing gcc-4_3_2-dist-logistic-cdf                             1.172e-07
+Testing gcc-4_3_2-dist-logistic-pdf                             1.465e-07
+Testing gcc-4_3_2-dist-logistic-quantile                        1.362e-07
+Testing gcc-4_3_2-dist-lognormal-cdf                            2.124e-07
+Testing gcc-4_3_2-dist-lognormal-pdf                            6.933e-07
+Testing gcc-4_3_2-dist-lognormal-quantile                       1.460e-06
+Testing gcc-4_3_2-dist-nbeta-R-cdf                              2.738e-06
+Testing gcc-4_3_2-dist-nbeta-R-pdf                              4.959e-06
+Testing gcc-4_3_2-dist-nbeta-R-quantile                         9.569e-04
+Testing gcc-4_3_2-dist-nbinom-R-cdf                             1.308e-06
+Testing gcc-4_3_2-dist-nbinom-R-pdf                             7.816e-07
+Testing gcc-4_3_2-dist-nbinom-R-quantile                        4.029e-04
+Testing gcc-4_3_2-dist-nchisq-R-cdf                             1.467e-04
+Testing gcc-4_3_2-dist-nchisq-R-pdf                             2.002e-06
+Testing gcc-4_3_2-dist-nchisq-R-quantile                        3.179e-02
+Testing gcc-4_3_2-dist-negative_binomial-cdf                    1.665e-06
+Testing gcc-4_3_2-dist-negative_binomial-pdf                    2.379e-06
+Testing gcc-4_3_2-dist-negative_binomial-quantile               1.794e-05
+Testing gcc-4_3_2-dist-nf-R-cdf                                 8.678e-06
+Testing gcc-4_3_2-dist-nf-R-pdf                                 1.426e-05
+Testing gcc-4_3_2-dist-nf-R-quantile                            9.622e-04
+Testing gcc-4_3_2-dist-non_central_beta-cdf                     3.461e-06
+Testing gcc-4_3_2-dist-non_central_beta-pdf                     4.236e-06
+Testing gcc-4_3_2-dist-non_central_beta-quantile                7.869e-04
+Testing gcc-4_3_2-dist-non_central_chi_squared-cdf              1.085e-05
+Testing gcc-4_3_2-dist-non_central_chi_squared-pdf              3.461e-05
+Testing gcc-4_3_2-dist-non_central_chi_squared-quantile         2.031e-03
+Testing gcc-4_3_2-dist-non_central_f-cdf                        6.198e-05
+Testing gcc-4_3_2-dist-non_central_f-pdf                        7.521e-05
+Testing gcc-4_3_2-dist-non_central_f-quantile                   7.947e-04
+Testing gcc-4_3_2-dist-non_central_t-cdf                        3.461e-05
+Testing gcc-4_3_2-dist-non_central_t-pdf                        3.461e-05
+Testing gcc-4_3_2-dist-non_central_t-quantile                   9.308e-04
+Testing gcc-4_3_2-dist-norm-R-cdf                               1.294e-07
+Testing gcc-4_3_2-dist-norm-R-pdf                               1.977e-07
+Testing gcc-4_3_2-dist-norm-R-quantile                          1.490e-07
+Testing gcc-4_3_2-dist-normal-cdf                               1.245e-07
+Testing gcc-4_3_2-dist-normal-pdf                               1.929e-07
+Testing gcc-4_3_2-dist-normal-quantile                          2.364e-07
+Testing gcc-4_3_2-dist-nt-R-cdf                                 6.069e-06
+Testing gcc-4_3_2-dist-nt-R-pdf                                 1.291e-05
+Testing gcc-4_3_2-dist-nt-R-quantile                            5.176e-04
+Testing gcc-4_3_2-dist-pois-R-cdf                               1.110e-06
+Testing gcc-4_3_2-dist-pois-R-pdf                               4.216e-07
+Testing gcc-4_3_2-dist-pois-R-quantile                          2.724e-06
+Testing gcc-4_3_2-dist-poisson-cdf                              1.354e-06
+Testing gcc-4_3_2-dist-poisson-pdf                              2.064e-06
+Testing gcc-4_3_2-dist-poisson-quantile                         3.752e-06
+Testing gcc-4_3_2-dist-students_t-cdf                           2.108e-06
+Testing gcc-4_3_2-dist-students_t-pdf                           1.820e-06
+Testing gcc-4_3_2-dist-students_t-quantile                      4.018e-06
+Testing gcc-4_3_2-dist-t-R-cdf                                  9.099e-07
+Testing gcc-4_3_2-dist-t-R-pdf                                  5.381e-07
+Testing gcc-4_3_2-dist-t-R-quantile                             3.317e-06
+Testing gcc-4_3_2-dist-weibull-R-cdf                            3.808e-07
+Testing gcc-4_3_2-dist-weibull-R-pdf                            5.469e-07
+Testing gcc-4_3_2-dist-weibull-R-quantile                       4.215e-07
+Testing gcc-4_3_2-dist-weibull-cdf                              3.955e-07
+Testing gcc-4_3_2-dist-weibull-pdf                              8.105e-07
+Testing gcc-4_3_2-dist-weibull-quantile                         4.472e-07
+
diff --git a/performance/main.cpp b/performance/main.cpp
index 6b78a05f5..6052c4e27 100644
--- a/performance/main.cpp
+++ b/performance/main.cpp
@@ -29,6 +29,7 @@ std::map times;
 std::set tests;
 double total = 0;
 int call_count = 0;
+bool compiler_prefix = false;
 
 std::set& all_tests()
 {
@@ -69,8 +70,24 @@ void run_tests()
    std::set::const_iterator i, j;
    for(i = tests.begin(), j = tests.end(); i != j; ++i)
    {
+      std::string name;
+      if(compiler_prefix)
+      {
+#if defined(BOOST_MSVC) && !defined(_DEBUG) && !defined(__ICL)
+         name = "msvc-";
+#elif defined(BOOST_MSVC) && defined(_DEBUG) && !defined(__ICL)
+         name = "msvc-debug-";
+#elif defined(__GNUC__)
+         name = "gcc-";
+#elif defined(__ICL)
+         name = "intel-";
+#elif defined(__ICC)
+         name = "intel-linux-";
+#endif
+      }
+      name += i->name;
       set_call_count(1);
-      std::cout << "Testing " << std::left << std::setw(40) << i->name << std::flush;
+      std::cout << "Testing " << std::left << std::setw(50) << name << std::flush;
       double time = performance_measure(i->proc) - reference_time;
       time /= call_count;
       std::cout << std::setprecision(3) << std::scientific << time << std::endl;
@@ -123,8 +140,11 @@ void print_current_config()
    std::cout << "BOOST_MATH_MAX_ROOT_ITERATION_POLICY    " << BOOST_STRINGIZE(BOOST_MATH_MAX_ROOT_ITERATION_POLICY) << std::endl;
 }
 
+extern void sanity_check();
+
 int main(int argc, const char** argv)
 {
+   //sanity_check();
    try{
 
 #ifdef TEST_GSL
@@ -169,6 +189,10 @@ int main(int argc, const char** argv)
                ++a;
             }
          }
+         else if(std::strcmp(argv[i], "--compiler-prefix") == 0)
+         {
+            compiler_prefix = true;
+         }
          else
          {
             bool found = false;
diff --git a/performance/msvc-9-dist.log b/performance/msvc-9-dist.log
new file mode 100644
index 000000000..86453678d
--- /dev/null
+++ b/performance/msvc-9-dist.log
@@ -0,0 +1,116 @@
+Testing msvc-dist-beta-R-cdf                    1.271e-006
+Testing msvc-dist-beta-R-pdf                    1.267e-006
+Testing msvc-dist-beta-R-quantile               3.347e-004
+Testing msvc-dist-beta-cdf                      1.683e-006
+Testing msvc-dist-beta-pdf                      7.005e-007
+Testing msvc-dist-beta-quantile                 5.695e-006
+Testing msvc-dist-binom-R-cdf                   7.714e-007
+Testing msvc-dist-binom-R-pdf                   6.465e-007
+Testing msvc-dist-binom-R-quantile              3.770e-006
+Testing msvc-dist-binomial-cdf                  5.276e-007
+Testing msvc-dist-binomial-pdf                  5.760e-007
+Testing msvc-dist-binomial-quantile             3.608e-006
+Testing msvc-dist-cauchy-R-cdf                  1.229e-007
+Testing msvc-dist-cauchy-R-pdf                  5.145e-008
+Testing msvc-dist-cauchy-R-quantile             1.213e-007
+Testing msvc-dist-cauchy-cdf                    1.878e-007
+Testing msvc-dist-cauchy-pdf                    1.320e-007
+Testing msvc-dist-cauchy-quantile               1.997e-007
+Testing msvc-dist-chi_squared-cdf               6.258e-007
+Testing msvc-dist-chi_squared-pdf               5.354e-007
+Testing msvc-dist-chi_squared-quantile          3.934e-006
+Testing msvc-dist-chisq-R-cdf                   1.196e-006
+Testing msvc-dist-chisq-R-pdf                   5.232e-007
+Testing msvc-dist-chisq-R-quantile              5.271e-006
+Testing msvc-dist-exp-R-cdf                     2.258e-007
+Testing msvc-dist-exp-R-pdf                     2.725e-007
+Testing msvc-dist-exp-R-quantile                6.398e-008
+Testing msvc-dist-exponential-cdf               1.017e-007
+Testing msvc-dist-exponential-pdf               1.028e-007
+Testing msvc-dist-exponential-quantile          1.079e-007
+Testing msvc-dist-f-R-cdf                       1.296e-006
+Testing msvc-dist-f-R-pdf                       8.458e-007
+Testing msvc-dist-f-R-quantile                  9.474e-006
+Testing msvc-dist-fisher_f-cdf                  1.114e-006
+Testing msvc-dist-fisher_f-pdf                  7.385e-007
+Testing msvc-dist-fisher_f-quantile             8.604e-006
+Testing msvc-dist-gamma-R-cdf                   1.303e-006
+Testing msvc-dist-gamma-R-pdf                   7.637e-007
+Testing msvc-dist-gamma-R-quantile              1.110e-005
+Testing msvc-dist-gamma-cdf                     8.750e-007
+Testing msvc-dist-gamma-pdf                     6.562e-007
+Testing msvc-dist-gamma-quantile                4.449e-006
+Testing msvc-dist-hypergeo-R-cdf                1.668e-007
+Testing msvc-dist-hypergeo-R-pdf                2.412e-007
+Testing msvc-dist-hypergeo-R-quantile           2.004e-006
+Testing msvc-dist-hypergeometric-cdf            2.583e-007
+Testing msvc-dist-hypergeometric-pdf            2.513e-007
+Testing msvc-dist-hypergeometric-quantile       2.369e-007
+Testing msvc-dist-lnorm-R-cdf                   2.180e-007
+Testing msvc-dist-lnorm-R-pdf                   3.315e-007
+Testing msvc-dist-lnorm-R-quantile              6.086e-007
+Testing msvc-dist-logis-R-cdf                   3.623e-007
+Testing msvc-dist-logis-R-pdf                   2.886e-007
+Testing msvc-dist-logis-R-quantile              8.211e-008
+Testing msvc-dist-logistic-cdf                  1.550e-007
+Testing msvc-dist-logistic-pdf                  1.667e-007
+Testing msvc-dist-logistic-quantile             1.534e-007
+Testing msvc-dist-lognormal-cdf                 2.754e-007
+Testing msvc-dist-lognormal-pdf                 2.686e-007
+Testing msvc-dist-lognormal-quantile            4.811e-007
+Testing msvc-dist-nbeta-R-cdf                   1.071e-006
+Testing msvc-dist-nbeta-R-pdf                   2.200e-006
+Testing msvc-dist-nbeta-R-quantile              7.591e-004
+Testing msvc-dist-nbinom-R-cdf                  1.398e-006
+Testing msvc-dist-nbinom-R-pdf                  1.023e-006
+Testing msvc-dist-nbinom-R-quantile             3.704e-004
+Testing msvc-dist-nchisq-R-cdf                  1.457e-004
+Testing msvc-dist-nchisq-R-pdf                  2.324e-006
+Testing msvc-dist-nchisq-R-quantile             2.671e-002
+Testing msvc-dist-negative_binomial-cdf         1.903e-006
+Testing msvc-dist-negative_binomial-pdf         2.019e-006
+Testing msvc-dist-negative_binomial-quantile    2.311e-005
+Testing msvc-dist-nf-R-cdf                      1.781e-005
+Testing msvc-dist-nf-R-pdf                      3.690e-005
+Testing msvc-dist-nf-R-quantile                 1.924e-003
+Testing msvc-dist-non_central_beta-cdf          2.862e-006
+Testing msvc-dist-non_central_beta-pdf          3.559e-006
+Testing msvc-dist-non_central_beta-quantile     4.800e-004
+Testing msvc-dist-non_central_chi_squared-cdf   4.274e-006
+Testing msvc-dist-non_central_chi_squared-pdf   2.732e-005
+Testing msvc-dist-non_central_chi_squared-quantile 3.528e-004
+Testing msvc-dist-non_central_f-cdf             1.182e-005
+Testing msvc-dist-non_central_f-pdf             1.120e-005
+Testing msvc-dist-non_central_f-quantile        4.822e-004
+Testing msvc-dist-non_central_t-cdf             1.937e-005
+Testing msvc-dist-non_central_t-pdf             1.705e-005
+Testing msvc-dist-non_central_t-quantile        5.933e-004
+Testing msvc-dist-norm-R-cdf                    1.372e-007
+Testing msvc-dist-norm-R-pdf                    3.223e-007
+Testing msvc-dist-norm-R-quantile               1.182e-007
+Testing msvc-dist-normal-cdf                    1.667e-007
+Testing msvc-dist-normal-pdf                    2.588e-007
+Testing msvc-dist-normal-quantile               2.323e-007
+Testing msvc-dist-nt-R-cdf                      5.411e-006
+Testing msvc-dist-nt-R-pdf                      1.216e-005
+Testing msvc-dist-nt-R-quantile                 4.432e-004
+Testing msvc-dist-pois-R-cdf                    1.325e-006
+Testing msvc-dist-pois-R-pdf                    7.679e-007
+Testing msvc-dist-pois-R-quantile               2.683e-006
+Testing msvc-dist-poisson-cdf                   6.680e-007
+Testing msvc-dist-poisson-pdf                   5.432e-007
+Testing msvc-dist-poisson-quantile              1.532e-006
+Testing msvc-dist-students_t-cdf                1.002e-006
+Testing msvc-dist-students_t-pdf                6.403e-007
+Testing msvc-dist-students_t-quantile           2.444e-006
+Testing msvc-dist-t-R-cdf                       9.277e-007
+Testing msvc-dist-t-R-pdf                       6.325e-007
+Testing msvc-dist-t-R-quantile                  3.159e-006
+Testing msvc-dist-weibull-R-cdf                 4.404e-007
+Testing msvc-dist-weibull-R-pdf                 5.869e-007
+Testing msvc-dist-weibull-R-quantile            1.114e-006
+Testing msvc-dist-weibull-cdf                   7.061e-007
+Testing msvc-dist-weibull-pdf                   9.844e-007
+Testing msvc-dist-weibull-quantile              1.133e-006
+
+
diff --git a/src/tr1/acosh.cpp b/src/tr1/acosh.cpp
index 934edb652..bceedeae1 100644
--- a/src/tr1/acosh.cpp
+++ b/src/tr1/acosh.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -12,3 +15,5 @@ extern "C" double BOOST_MATH_TR1_DECL acosh BOOST_PREVENT_MACRO_SUBSTITUTION(dou
 {
    return c_policies::acosh BOOST_PREVENT_MACRO_SUBSTITUTION(x);
 }
+
+
diff --git a/src/tr1/acoshf.cpp b/src/tr1/acoshf.cpp
index 11f8a2e2a..aa6e552e0 100644
--- a/src/tr1/acoshf.cpp
+++ b/src/tr1/acoshf.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -12,3 +15,5 @@ extern "C" float BOOST_MATH_TR1_DECL acoshf BOOST_PREVENT_MACRO_SUBSTITUTION(flo
 {
    return c_policies::acosh BOOST_PREVENT_MACRO_SUBSTITUTION(x);
 }
+
+
diff --git a/src/tr1/acoshl.cpp b/src/tr1/acoshl.cpp
index e0ba58b5d..eb93d60d7 100644
--- a/src/tr1/acoshl.cpp
+++ b/src/tr1/acoshl.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -12,3 +15,5 @@ extern "C" long double BOOST_MATH_TR1_DECL acoshl BOOST_PREVENT_MACRO_SUBSTITUTI
 {
    return c_policies::acosh BOOST_PREVENT_MACRO_SUBSTITUTION(x);
 }
+
+
diff --git a/src/tr1/asinh.cpp b/src/tr1/asinh.cpp
index 95b6d48db..efe2b8cd6 100644
--- a/src/tr1/asinh.cpp
+++ b/src/tr1/asinh.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -12,3 +15,5 @@ extern "C" double BOOST_MATH_TR1_DECL asinh BOOST_PREVENT_MACRO_SUBSTITUTION(dou
 {
    return c_policies::asinh BOOST_PREVENT_MACRO_SUBSTITUTION(x);
 }
+
+
diff --git a/src/tr1/asinhf.cpp b/src/tr1/asinhf.cpp
index b7f430daf..cdfe813c6 100644
--- a/src/tr1/asinhf.cpp
+++ b/src/tr1/asinhf.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -12,3 +15,5 @@ extern "C" float BOOST_MATH_TR1_DECL asinhf BOOST_PREVENT_MACRO_SUBSTITUTION(flo
 {
    return c_policies::asinh BOOST_PREVENT_MACRO_SUBSTITUTION(x);
 }
+
+
diff --git a/src/tr1/asinhl.cpp b/src/tr1/asinhl.cpp
index 3baf6d156..fac9d5a7f 100644
--- a/src/tr1/asinhl.cpp
+++ b/src/tr1/asinhl.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -12,3 +15,5 @@ extern "C" long double BOOST_MATH_TR1_DECL asinhl BOOST_PREVENT_MACRO_SUBSTITUTI
 {
    return c_policies::asinh BOOST_PREVENT_MACRO_SUBSTITUTION(x);
 }
+
+
diff --git a/src/tr1/assoc_laguerre.cpp b/src/tr1/assoc_laguerre.cpp
index 84626d443..d1589c394 100644
--- a/src/tr1/assoc_laguerre.cpp
+++ b/src/tr1/assoc_laguerre.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -12,3 +15,5 @@ extern "C" double BOOST_MATH_TR1_DECL assoc_laguerre BOOST_PREVENT_MACRO_SUBSTIT
 {
    return c_policies::laguerre BOOST_PREVENT_MACRO_SUBSTITUTION(n, m, x);
 }
+
+
diff --git a/src/tr1/assoc_laguerref.cpp b/src/tr1/assoc_laguerref.cpp
index 0d611431a..ac3a74e0c 100644
--- a/src/tr1/assoc_laguerref.cpp
+++ b/src/tr1/assoc_laguerref.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -12,3 +15,5 @@ extern "C" float BOOST_MATH_TR1_DECL assoc_laguerref BOOST_PREVENT_MACRO_SUBSTIT
 {
    return c_policies::laguerre BOOST_PREVENT_MACRO_SUBSTITUTION(n, m, x);
 }
+
+
diff --git a/src/tr1/assoc_laguerrel.cpp b/src/tr1/assoc_laguerrel.cpp
index a1078e2cf..c120332cd 100644
--- a/src/tr1/assoc_laguerrel.cpp
+++ b/src/tr1/assoc_laguerrel.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -12,3 +15,5 @@ extern "C" long double BOOST_MATH_TR1_DECL assoc_laguerrel BOOST_PREVENT_MACRO_S
 {
    return c_policies::laguerre BOOST_PREVENT_MACRO_SUBSTITUTION(n, m, x);
 }
+
+
diff --git a/src/tr1/assoc_legendre.cpp b/src/tr1/assoc_legendre.cpp
index 95318d5f9..73b948cfb 100644
--- a/src/tr1/assoc_legendre.cpp
+++ b/src/tr1/assoc_legendre.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -12,3 +15,5 @@ extern "C" double BOOST_MATH_TR1_DECL assoc_legendre BOOST_PREVENT_MACRO_SUBSTIT
 {
    return (m&1 ? -1 : 1) * c_policies::legendre_p BOOST_PREVENT_MACRO_SUBSTITUTION(l, m, x);
 }
+
+
diff --git a/src/tr1/assoc_legendref.cpp b/src/tr1/assoc_legendref.cpp
index 49745e1b7..aecd5b9e4 100644
--- a/src/tr1/assoc_legendref.cpp
+++ b/src/tr1/assoc_legendref.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -12,3 +15,5 @@ extern "C" float BOOST_MATH_TR1_DECL assoc_legendref BOOST_PREVENT_MACRO_SUBSTIT
 {
    return (m&1 ? -1 : 1) * c_policies::legendre_p BOOST_PREVENT_MACRO_SUBSTITUTION(l, m, x);
 }
+
+
diff --git a/src/tr1/assoc_legendrel.cpp b/src/tr1/assoc_legendrel.cpp
index 1ff5d1880..b2788d7f3 100644
--- a/src/tr1/assoc_legendrel.cpp
+++ b/src/tr1/assoc_legendrel.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0. (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -12,3 +15,5 @@ extern "C" long double BOOST_MATH_TR1_DECL assoc_legendrel BOOST_PREVENT_MACRO_S
 {
    return (m&1 ? -1 : 1) * c_policies::legendre_p BOOST_PREVENT_MACRO_SUBSTITUTION(l, m, x);
 }
+
+
diff --git a/src/tr1/atanh.cpp b/src/tr1/atanh.cpp
index 02bc18bcf..dc0546010 100644
--- a/src/tr1/atanh.cpp
+++ b/src/tr1/atanh.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -12,3 +15,5 @@ extern "C" double BOOST_MATH_TR1_DECL atanh BOOST_PREVENT_MACRO_SUBSTITUTION(dou
 {
    return c_policies::atanh BOOST_PREVENT_MACRO_SUBSTITUTION(x);
 }
+
+
diff --git a/src/tr1/atanhf.cpp b/src/tr1/atanhf.cpp
index 6628c7319..e7025ce2d 100644
--- a/src/tr1/atanhf.cpp
+++ b/src/tr1/atanhf.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -12,3 +15,5 @@ extern "C" float BOOST_MATH_TR1_DECL atanhf BOOST_PREVENT_MACRO_SUBSTITUTION(flo
 {
    return c_policies::atanh BOOST_PREVENT_MACRO_SUBSTITUTION(x);
 }
+
+
diff --git a/src/tr1/atanhl.cpp b/src/tr1/atanhl.cpp
index 7d3e3d856..7321b79f6 100644
--- a/src/tr1/atanhl.cpp
+++ b/src/tr1/atanhl.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -12,3 +15,5 @@ extern "C" long double BOOST_MATH_TR1_DECL atanhl BOOST_PREVENT_MACRO_SUBSTITUTI
 {
    return c_policies::atanh BOOST_PREVENT_MACRO_SUBSTITUTION(x);
 }
+
+
diff --git a/src/tr1/beta.cpp b/src/tr1/beta.cpp
index 096e627f8..235ef7bd6 100644
--- a/src/tr1/beta.cpp
+++ b/src/tr1/beta.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -12,3 +15,5 @@ extern "C" double BOOST_MATH_TR1_DECL beta BOOST_PREVENT_MACRO_SUBSTITUTION(doub
 {
    return c_policies::beta BOOST_PREVENT_MACRO_SUBSTITUTION(x, y);
 }
+
+
diff --git a/src/tr1/betaf.cpp b/src/tr1/betaf.cpp
index 9f9a412bb..eed8cea12 100644
--- a/src/tr1/betaf.cpp
+++ b/src/tr1/betaf.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -12,3 +15,5 @@ extern "C" float BOOST_MATH_TR1_DECL betaf BOOST_PREVENT_MACRO_SUBSTITUTION(floa
 {
    return c_policies::beta BOOST_PREVENT_MACRO_SUBSTITUTION(x, y);
 }
+
+
diff --git a/src/tr1/betal.cpp b/src/tr1/betal.cpp
index 75d848772..f1590ac1b 100644
--- a/src/tr1/betal.cpp
+++ b/src/tr1/betal.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -12,3 +15,5 @@ extern "C" long double BOOST_MATH_TR1_DECL betal BOOST_PREVENT_MACRO_SUBSTITUTIO
 {
    return c_policies::beta BOOST_PREVENT_MACRO_SUBSTITUTION(x, y);
 }
+
+
diff --git a/src/tr1/c_policy.hpp b/src/tr1/c_policy.hpp
index 0ab7eeeb8..cf1951334 100644
--- a/src/tr1/c_policy.hpp
+++ b/src/tr1/c_policy.hpp
@@ -6,6 +6,108 @@
 #include 
 #include 
 
+namespace boost{ namespace math{ namespace policies{
+
+template <>
+struct policy<
+   domain_error, 
+   pole_error, 
+   overflow_error, 
+   evaluation_error, 
+   rounding_error, 
+   default_policy, default_policy, default_policy, default_policy, default_policy, default_policy>
+{
+public:
+   typedef domain_error domain_error_type;
+   typedef pole_error pole_error_type;
+   typedef overflow_error overflow_error_type;
+   typedef underflow_error underflow_error_type;
+   typedef denorm_error denorm_error_type;
+   typedef evaluation_error evaluation_error_type;
+   typedef rounding_error rounding_error_type;
+   typedef indeterminate_result_error<> indeterminate_result_error_type;
+#if BOOST_MATH_DIGITS10_POLICY == 0
+   typedef digits2<> precision_type;
+#else
+   typedef detail::precision, digits2<> >::type precision_type;
+#endif
+   typedef promote_float<> promote_float_type;
+   typedef promote_double<> promote_double_type;
+   typedef discrete_quantile<> discrete_quantile_type;
+   typedef assert_undefined<> assert_undefined_type;
+   typedef max_series_iterations<> max_series_iterations_type;
+   typedef max_root_iterations<> max_root_iterations_type;
+};
+
+template <>
+struct policy<
+   domain_error, 
+   pole_error, 
+   overflow_error, 
+   evaluation_error, 
+   rounding_error, 
+   detail::forwarding_arg1, 
+   detail::forwarding_arg2, 
+   default_policy, default_policy, default_policy, default_policy, default_policy, default_policy>
+{
+public:
+   typedef domain_error domain_error_type;
+   typedef pole_error pole_error_type;
+   typedef overflow_error overflow_error_type;
+   typedef underflow_error underflow_error_type;
+   typedef denorm_error denorm_error_type;
+   typedef evaluation_error evaluation_error_type;
+   typedef rounding_error rounding_error_type;
+   typedef indeterminate_result_error<> indeterminate_result_error_type;
+#if BOOST_MATH_DIGITS10_POLICY == 0
+   typedef digits2<> precision_type;
+#else
+   typedef detail::precision, digits2<> >::type precision_type;
+#endif
+   typedef promote_float promote_float_type;
+   typedef promote_double promote_double_type;
+   typedef discrete_quantile<> discrete_quantile_type;
+   typedef assert_undefined<> assert_undefined_type;
+   typedef max_series_iterations<> max_series_iterations_type;
+   typedef max_root_iterations<> max_root_iterations_type;
+};
+
+template <>
+struct normalise, pole_error, overflow_error, evaluation_error, rounding_error >,
+          promote_float,
+          promote_double,
+          discrete_quantile<>,
+          assert_undefined<>,
+          default_policy,
+          default_policy,
+          default_policy,
+          default_policy,
+          default_policy,
+          default_policy,
+          default_policy>
+{
+   typedef policy, pole_error, overflow_error, evaluation_error, rounding_error, detail::forwarding_arg1, detail::forwarding_arg2> type;
+};
+
+template <>
+struct normalise, pole_error, overflow_error, evaluation_error, rounding_error, detail::forwarding_arg1, detail::forwarding_arg2 >,
+          promote_float,
+          promote_double,
+          discrete_quantile<>,
+          assert_undefined<>,
+          default_policy,
+          default_policy,
+          default_policy,
+          default_policy,
+          default_policy,
+          default_policy,
+          default_policy>
+{
+   typedef policy, pole_error, overflow_error, evaluation_error, rounding_error, detail::forwarding_arg1, detail::forwarding_arg2> type;
+};
+
+}}} // namespaces
+
 namespace c_policies{
 
 using boost::math::policies::policy;
@@ -20,8 +122,8 @@ typedef policy<
    domain_error,
    pole_error,
    overflow_error,
-   rounding_error,
-   evaluation_error
+   evaluation_error,
+   rounding_error
 > c_policy;
 
 BOOST_MATH_DECLARE_SPECIAL_FUNCTIONS(c_policy)
diff --git a/src/tr1/cbrt.cpp b/src/tr1/cbrt.cpp
index 47a2a1ffe..a236f7537 100644
--- a/src/tr1/cbrt.cpp
+++ b/src/tr1/cbrt.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -12,3 +15,5 @@ extern "C" double BOOST_MATH_TR1_DECL cbrt BOOST_PREVENT_MACRO_SUBSTITUTION(doub
 {
    return c_policies::cbrt BOOST_PREVENT_MACRO_SUBSTITUTION(x);
 }
+
+
diff --git a/src/tr1/cbrtf.cpp b/src/tr1/cbrtf.cpp
index f416cb16c..f5a16ccd6 100644
--- a/src/tr1/cbrtf.cpp
+++ b/src/tr1/cbrtf.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -12,3 +15,5 @@ extern "C" float BOOST_MATH_TR1_DECL cbrtf BOOST_PREVENT_MACRO_SUBSTITUTION(floa
 {
    return c_policies::cbrt BOOST_PREVENT_MACRO_SUBSTITUTION(x);
 }
+
+
diff --git a/src/tr1/cbrtl.cpp b/src/tr1/cbrtl.cpp
index 37ceb3db3..01107e74b 100644
--- a/src/tr1/cbrtl.cpp
+++ b/src/tr1/cbrtl.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -12,3 +15,5 @@ extern "C" long double BOOST_MATH_TR1_DECL cbrtl BOOST_PREVENT_MACRO_SUBSTITUTIO
 {
    return c_policies::cbrt BOOST_PREVENT_MACRO_SUBSTITUTION(x);
 }
+
+
diff --git a/src/tr1/comp_ellint_1.cpp b/src/tr1/comp_ellint_1.cpp
index bc0079bf1..f38cb2386 100644
--- a/src/tr1/comp_ellint_1.cpp
+++ b/src/tr1/comp_ellint_1.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -12,3 +15,5 @@ extern "C" double BOOST_MATH_TR1_DECL comp_ellint_1 BOOST_PREVENT_MACRO_SUBSTITU
 {
    return c_policies::ellint_1 BOOST_PREVENT_MACRO_SUBSTITUTION(x);
 }
+
+
diff --git a/src/tr1/comp_ellint_1f.cpp b/src/tr1/comp_ellint_1f.cpp
index 3942d223d..23d9c66cc 100644
--- a/src/tr1/comp_ellint_1f.cpp
+++ b/src/tr1/comp_ellint_1f.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -12,3 +15,5 @@ extern "C" float BOOST_MATH_TR1_DECL comp_ellint_1f BOOST_PREVENT_MACRO_SUBSTITU
 {
    return c_policies::ellint_1 BOOST_PREVENT_MACRO_SUBSTITUTION(x);
 }
+
+
diff --git a/src/tr1/comp_ellint_1l.cpp b/src/tr1/comp_ellint_1l.cpp
index 7912d980f..1eec18b7a 100644
--- a/src/tr1/comp_ellint_1l.cpp
+++ b/src/tr1/comp_ellint_1l.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -12,3 +15,5 @@ extern "C" long double BOOST_MATH_TR1_DECL comp_ellint_1l BOOST_PREVENT_MACRO_SU
 {
    return c_policies::ellint_1 BOOST_PREVENT_MACRO_SUBSTITUTION(x);
 }
+
+
diff --git a/src/tr1/comp_ellint_2.cpp b/src/tr1/comp_ellint_2.cpp
index 31cef22b6..677a6a590 100644
--- a/src/tr1/comp_ellint_2.cpp
+++ b/src/tr1/comp_ellint_2.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -12,3 +15,5 @@ extern "C" double BOOST_MATH_TR1_DECL comp_ellint_2 BOOST_PREVENT_MACRO_SUBSTITU
 {
    return c_policies::ellint_2 BOOST_PREVENT_MACRO_SUBSTITUTION(x);
 }
+
+
diff --git a/src/tr1/comp_ellint_2f.cpp b/src/tr1/comp_ellint_2f.cpp
index 1401a7496..29c7b47f9 100644
--- a/src/tr1/comp_ellint_2f.cpp
+++ b/src/tr1/comp_ellint_2f.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -12,3 +15,5 @@ extern "C" float BOOST_MATH_TR1_DECL comp_ellint_2f BOOST_PREVENT_MACRO_SUBSTITU
 {
    return c_policies::ellint_2 BOOST_PREVENT_MACRO_SUBSTITUTION(x);
 }
+
+
diff --git a/src/tr1/comp_ellint_2l.cpp b/src/tr1/comp_ellint_2l.cpp
index ee9252307..41048c775 100644
--- a/src/tr1/comp_ellint_2l.cpp
+++ b/src/tr1/comp_ellint_2l.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -12,3 +15,5 @@ extern "C" long double BOOST_MATH_TR1_DECL comp_ellint_2l BOOST_PREVENT_MACRO_SU
 {
    return c_policies::ellint_2 BOOST_PREVENT_MACRO_SUBSTITUTION(x);
 }
+
+
diff --git a/src/tr1/comp_ellint_3.cpp b/src/tr1/comp_ellint_3.cpp
index ff1878502..6d60186e0 100644
--- a/src/tr1/comp_ellint_3.cpp
+++ b/src/tr1/comp_ellint_3.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -12,3 +15,5 @@ extern "C" double BOOST_MATH_TR1_DECL comp_ellint_3 BOOST_PREVENT_MACRO_SUBSTITU
 {
    return c_policies::ellint_3 BOOST_PREVENT_MACRO_SUBSTITUTION(k, nu);
 }
+
+
diff --git a/src/tr1/comp_ellint_3f.cpp b/src/tr1/comp_ellint_3f.cpp
index 1caefb442..738b28de6 100644
--- a/src/tr1/comp_ellint_3f.cpp
+++ b/src/tr1/comp_ellint_3f.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -12,3 +15,5 @@ extern "C" float BOOST_MATH_TR1_DECL comp_ellint_3f BOOST_PREVENT_MACRO_SUBSTITU
 {
    return c_policies::ellint_3 BOOST_PREVENT_MACRO_SUBSTITUTION(k, nu);
 }
+
+
diff --git a/src/tr1/comp_ellint_3l.cpp b/src/tr1/comp_ellint_3l.cpp
index b3f7c7f6b..fdd269dca 100644
--- a/src/tr1/comp_ellint_3l.cpp
+++ b/src/tr1/comp_ellint_3l.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -12,3 +15,5 @@ extern "C" long double BOOST_MATH_TR1_DECL comp_ellint_3l BOOST_PREVENT_MACRO_SU
 {
    return c_policies::ellint_3 BOOST_PREVENT_MACRO_SUBSTITUTION(k, nu);
 }
+
+
diff --git a/src/tr1/copysign.cpp b/src/tr1/copysign.cpp
index debeab23b..0b8a74437 100644
--- a/src/tr1/copysign.cpp
+++ b/src/tr1/copysign.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -16,3 +19,5 @@ extern "C" double BOOST_MATH_TR1_DECL copysign BOOST_PREVENT_MACRO_SUBSTITUTION(
 }
 
 #endif
+
+
diff --git a/src/tr1/copysignf.cpp b/src/tr1/copysignf.cpp
index c87ab5735..a310d2c12 100644
--- a/src/tr1/copysignf.cpp
+++ b/src/tr1/copysignf.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -16,3 +19,5 @@ extern "C" float BOOST_MATH_TR1_DECL copysignf BOOST_PREVENT_MACRO_SUBSTITUTION(
 }
 
 #endif
+
+
diff --git a/src/tr1/copysignl.cpp b/src/tr1/copysignl.cpp
index 2431de9e6..536ce44e1 100644
--- a/src/tr1/copysignl.cpp
+++ b/src/tr1/copysignl.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -12,3 +15,5 @@ extern "C" long double BOOST_MATH_TR1_DECL copysignl BOOST_PREVENT_MACRO_SUBSTIT
 {
    return boost::math::copysign BOOST_PREVENT_MACRO_SUBSTITUTION(x, y);
 }
+
+
diff --git a/src/tr1/cyl_bessel_i.cpp b/src/tr1/cyl_bessel_i.cpp
index dd5cfbb09..d7a5896d1 100644
--- a/src/tr1/cyl_bessel_i.cpp
+++ b/src/tr1/cyl_bessel_i.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -12,3 +15,5 @@ extern "C" double BOOST_MATH_TR1_DECL cyl_bessel_i BOOST_PREVENT_MACRO_SUBSTITUT
 {
    return c_policies::cyl_bessel_i BOOST_PREVENT_MACRO_SUBSTITUTION(nu, x);
 }
+
+
diff --git a/src/tr1/cyl_bessel_if.cpp b/src/tr1/cyl_bessel_if.cpp
index 81e862543..411e3ed1d 100644
--- a/src/tr1/cyl_bessel_if.cpp
+++ b/src/tr1/cyl_bessel_if.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -12,3 +15,5 @@ extern "C" float BOOST_MATH_TR1_DECL cyl_bessel_if BOOST_PREVENT_MACRO_SUBSTITUT
 {
    return c_policies::cyl_bessel_i BOOST_PREVENT_MACRO_SUBSTITUTION(nu, x);
 }
+
+
diff --git a/src/tr1/cyl_bessel_il.cpp b/src/tr1/cyl_bessel_il.cpp
index e939b190f..727fe844e 100644
--- a/src/tr1/cyl_bessel_il.cpp
+++ b/src/tr1/cyl_bessel_il.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -12,3 +15,5 @@ extern "C" long double BOOST_MATH_TR1_DECL cyl_bessel_il BOOST_PREVENT_MACRO_SUB
 {
    return c_policies::cyl_bessel_i BOOST_PREVENT_MACRO_SUBSTITUTION(nu, x);
 }
+
+
diff --git a/src/tr1/cyl_bessel_j.cpp b/src/tr1/cyl_bessel_j.cpp
index 5a2dbba8b..063ecdc11 100644
--- a/src/tr1/cyl_bessel_j.cpp
+++ b/src/tr1/cyl_bessel_j.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -12,3 +15,5 @@ extern "C" double BOOST_MATH_TR1_DECL cyl_bessel_j BOOST_PREVENT_MACRO_SUBSTITUT
 {
    return c_policies::cyl_bessel_j BOOST_PREVENT_MACRO_SUBSTITUTION(nu, x);
 }
+
+
diff --git a/src/tr1/cyl_bessel_jf.cpp b/src/tr1/cyl_bessel_jf.cpp
index 5d0e20c91..bc84941e5 100644
--- a/src/tr1/cyl_bessel_jf.cpp
+++ b/src/tr1/cyl_bessel_jf.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -12,3 +15,5 @@ extern "C" float BOOST_MATH_TR1_DECL cyl_bessel_jf BOOST_PREVENT_MACRO_SUBSTITUT
 {
    return c_policies::cyl_bessel_j BOOST_PREVENT_MACRO_SUBSTITUTION(nu, x);
 }
+
+
diff --git a/src/tr1/cyl_bessel_jl.cpp b/src/tr1/cyl_bessel_jl.cpp
index 0d026318c..fbac1cf8c 100644
--- a/src/tr1/cyl_bessel_jl.cpp
+++ b/src/tr1/cyl_bessel_jl.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -12,3 +15,5 @@ extern "C" long double BOOST_MATH_TR1_DECL cyl_bessel_jl BOOST_PREVENT_MACRO_SUB
 {
    return c_policies::cyl_bessel_j BOOST_PREVENT_MACRO_SUBSTITUTION(nu, x);
 }
+
+
diff --git a/src/tr1/cyl_bessel_k.cpp b/src/tr1/cyl_bessel_k.cpp
index 0f16a283b..d9c148379 100644
--- a/src/tr1/cyl_bessel_k.cpp
+++ b/src/tr1/cyl_bessel_k.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -12,3 +15,5 @@ extern "C" double BOOST_MATH_TR1_DECL cyl_bessel_k BOOST_PREVENT_MACRO_SUBSTITUT
 {
    return c_policies::cyl_bessel_k BOOST_PREVENT_MACRO_SUBSTITUTION(nu, x);
 }
+
+
diff --git a/src/tr1/cyl_bessel_kf.cpp b/src/tr1/cyl_bessel_kf.cpp
index bbc173316..09a11a6fb 100644
--- a/src/tr1/cyl_bessel_kf.cpp
+++ b/src/tr1/cyl_bessel_kf.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -12,3 +15,5 @@ extern "C" float BOOST_MATH_TR1_DECL cyl_bessel_kf BOOST_PREVENT_MACRO_SUBSTITUT
 {
    return c_policies::cyl_bessel_k BOOST_PREVENT_MACRO_SUBSTITUTION(nu, x);
 }
+
+
diff --git a/src/tr1/cyl_bessel_kl.cpp b/src/tr1/cyl_bessel_kl.cpp
index 7d6be5ad6..e705b2fe3 100644
--- a/src/tr1/cyl_bessel_kl.cpp
+++ b/src/tr1/cyl_bessel_kl.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -12,3 +15,5 @@ extern "C" long double BOOST_MATH_TR1_DECL cyl_bessel_kl BOOST_PREVENT_MACRO_SUB
 {
    return c_policies::cyl_bessel_k BOOST_PREVENT_MACRO_SUBSTITUTION(nu, x);
 }
+
+
diff --git a/src/tr1/cyl_neumann.cpp b/src/tr1/cyl_neumann.cpp
index ca9a874a0..80f642091 100644
--- a/src/tr1/cyl_neumann.cpp
+++ b/src/tr1/cyl_neumann.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -12,3 +15,5 @@ extern "C" double BOOST_MATH_TR1_DECL cyl_neumann BOOST_PREVENT_MACRO_SUBSTITUTI
 {
    return c_policies::cyl_neumann BOOST_PREVENT_MACRO_SUBSTITUTION(nu, x);
 }
+
+
diff --git a/src/tr1/cyl_neumannf.cpp b/src/tr1/cyl_neumannf.cpp
index fbd219077..e4eaaf166 100644
--- a/src/tr1/cyl_neumannf.cpp
+++ b/src/tr1/cyl_neumannf.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -12,3 +15,5 @@ extern "C" float BOOST_MATH_TR1_DECL cyl_neumannf BOOST_PREVENT_MACRO_SUBSTITUTI
 {
    return c_policies::cyl_neumann BOOST_PREVENT_MACRO_SUBSTITUTION(nu, x);
 }
+
+
diff --git a/src/tr1/cyl_neumannl.cpp b/src/tr1/cyl_neumannl.cpp
index 690e43957..13556b13e 100644
--- a/src/tr1/cyl_neumannl.cpp
+++ b/src/tr1/cyl_neumannl.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -12,3 +15,5 @@ extern "C" long double BOOST_MATH_TR1_DECL cyl_neumannl BOOST_PREVENT_MACRO_SUBS
 {
    return c_policies::cyl_neumann BOOST_PREVENT_MACRO_SUBSTITUTION(nu, x);
 }
+
+
diff --git a/src/tr1/ellint_1.cpp b/src/tr1/ellint_1.cpp
index a10403e69..92da54583 100644
--- a/src/tr1/ellint_1.cpp
+++ b/src/tr1/ellint_1.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -12,3 +15,5 @@ extern "C" double BOOST_MATH_TR1_DECL ellint_1 BOOST_PREVENT_MACRO_SUBSTITUTION(
 {
    return c_policies::ellint_1 BOOST_PREVENT_MACRO_SUBSTITUTION(k, phi);
 }
+
+
diff --git a/src/tr1/ellint_1f.cpp b/src/tr1/ellint_1f.cpp
index f48cbaaa2..6e9227911 100644
--- a/src/tr1/ellint_1f.cpp
+++ b/src/tr1/ellint_1f.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -12,3 +15,5 @@ extern "C" float BOOST_MATH_TR1_DECL ellint_1f BOOST_PREVENT_MACRO_SUBSTITUTION(
 {
    return c_policies::ellint_1 BOOST_PREVENT_MACRO_SUBSTITUTION(k, phi);
 }
+
+
diff --git a/src/tr1/ellint_1l.cpp b/src/tr1/ellint_1l.cpp
index f2c856309..8517a1180 100644
--- a/src/tr1/ellint_1l.cpp
+++ b/src/tr1/ellint_1l.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -12,3 +15,5 @@ extern "C" long double BOOST_MATH_TR1_DECL ellint_1l BOOST_PREVENT_MACRO_SUBSTIT
 {
    return c_policies::ellint_1 BOOST_PREVENT_MACRO_SUBSTITUTION(k, phi);
 }
+
+
diff --git a/src/tr1/ellint_2.cpp b/src/tr1/ellint_2.cpp
index 3ee322672..c8d7c4348 100644
--- a/src/tr1/ellint_2.cpp
+++ b/src/tr1/ellint_2.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -12,3 +15,5 @@ extern "C" double BOOST_MATH_TR1_DECL ellint_2 BOOST_PREVENT_MACRO_SUBSTITUTION(
 {
    return c_policies::ellint_2 BOOST_PREVENT_MACRO_SUBSTITUTION(k, phi);
 }
+
+
diff --git a/src/tr1/ellint_2f.cpp b/src/tr1/ellint_2f.cpp
index 2d93c91b8..0f2e37efd 100644
--- a/src/tr1/ellint_2f.cpp
+++ b/src/tr1/ellint_2f.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -12,3 +15,5 @@ extern "C" float BOOST_MATH_TR1_DECL ellint_2f BOOST_PREVENT_MACRO_SUBSTITUTION(
 {
    return c_policies::ellint_2 BOOST_PREVENT_MACRO_SUBSTITUTION(k, phi);
 }
+
+
diff --git a/src/tr1/ellint_2l.cpp b/src/tr1/ellint_2l.cpp
index 7ea4d8d6c..389460d1c 100644
--- a/src/tr1/ellint_2l.cpp
+++ b/src/tr1/ellint_2l.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -12,3 +15,5 @@ extern "C" long double BOOST_MATH_TR1_DECL ellint_2l BOOST_PREVENT_MACRO_SUBSTIT
 {
    return c_policies::ellint_2 BOOST_PREVENT_MACRO_SUBSTITUTION(k, phi);
 }
+
+
diff --git a/src/tr1/ellint_3.cpp b/src/tr1/ellint_3.cpp
index 3f7720124..16adc9b3f 100644
--- a/src/tr1/ellint_3.cpp
+++ b/src/tr1/ellint_3.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -12,3 +15,5 @@ extern "C" double BOOST_MATH_TR1_DECL ellint_3 BOOST_PREVENT_MACRO_SUBSTITUTION(
 {
    return c_policies::ellint_3 BOOST_PREVENT_MACRO_SUBSTITUTION(k, nu, phi);
 }
+
+
diff --git a/src/tr1/ellint_3f.cpp b/src/tr1/ellint_3f.cpp
index ad97aa9d1..2fbd0ae70 100644
--- a/src/tr1/ellint_3f.cpp
+++ b/src/tr1/ellint_3f.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -12,3 +15,5 @@ extern "C" float BOOST_MATH_TR1_DECL ellint_3f BOOST_PREVENT_MACRO_SUBSTITUTION(
 {
    return c_policies::ellint_3 BOOST_PREVENT_MACRO_SUBSTITUTION(k, nu, phi);
 }
+
+
diff --git a/src/tr1/ellint_3l.cpp b/src/tr1/ellint_3l.cpp
index 2415ba57c..253f64557 100644
--- a/src/tr1/ellint_3l.cpp
+++ b/src/tr1/ellint_3l.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -12,3 +15,5 @@ extern "C" long double BOOST_MATH_TR1_DECL ellint_3l BOOST_PREVENT_MACRO_SUBSTIT
 {
    return c_policies::ellint_3 BOOST_PREVENT_MACRO_SUBSTITUTION(k, nu, phi);
 }
+
+
diff --git a/src/tr1/erf.cpp b/src/tr1/erf.cpp
index 177ebc040..6a8ac898c 100644
--- a/src/tr1/erf.cpp
+++ b/src/tr1/erf.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -12,3 +15,5 @@ extern "C" double BOOST_MATH_TR1_DECL erf BOOST_PREVENT_MACRO_SUBSTITUTION(doubl
 {
    return c_policies::erf BOOST_PREVENT_MACRO_SUBSTITUTION(x);
 }
+
+
diff --git a/src/tr1/erfc.cpp b/src/tr1/erfc.cpp
index a4db7c229..02cb5dc4b 100644
--- a/src/tr1/erfc.cpp
+++ b/src/tr1/erfc.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -12,3 +15,5 @@ extern "C" double BOOST_MATH_TR1_DECL erfc BOOST_PREVENT_MACRO_SUBSTITUTION(doub
 {
    return c_policies::erfc BOOST_PREVENT_MACRO_SUBSTITUTION(x);
 }
+
+
diff --git a/src/tr1/erfcf.cpp b/src/tr1/erfcf.cpp
index 0a177ee0c..c85f55a73 100644
--- a/src/tr1/erfcf.cpp
+++ b/src/tr1/erfcf.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -12,3 +15,5 @@ extern "C" float BOOST_MATH_TR1_DECL erfcf BOOST_PREVENT_MACRO_SUBSTITUTION(floa
 {
    return c_policies::erfc BOOST_PREVENT_MACRO_SUBSTITUTION(x);
 }
+
+
diff --git a/src/tr1/erfcl.cpp b/src/tr1/erfcl.cpp
index e5dd4aa6c..eef69f9a5 100644
--- a/src/tr1/erfcl.cpp
+++ b/src/tr1/erfcl.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -12,3 +15,5 @@ extern "C" long double BOOST_MATH_TR1_DECL erfcl BOOST_PREVENT_MACRO_SUBSTITUTIO
 {
    return c_policies::erfc BOOST_PREVENT_MACRO_SUBSTITUTION(x);
 }
+
+
diff --git a/src/tr1/erff.cpp b/src/tr1/erff.cpp
index 1ecb69336..ccaf9495e 100644
--- a/src/tr1/erff.cpp
+++ b/src/tr1/erff.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -12,3 +15,5 @@ extern "C" float BOOST_MATH_TR1_DECL erff BOOST_PREVENT_MACRO_SUBSTITUTION(float
 {
    return c_policies::erf BOOST_PREVENT_MACRO_SUBSTITUTION(x);
 }
+
+
diff --git a/src/tr1/erfl.cpp b/src/tr1/erfl.cpp
index f1295aa3d..85ab95647 100644
--- a/src/tr1/erfl.cpp
+++ b/src/tr1/erfl.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -12,3 +15,5 @@ extern "C" long double BOOST_MATH_TR1_DECL erfl BOOST_PREVENT_MACRO_SUBSTITUTION
 {
    return c_policies::erf BOOST_PREVENT_MACRO_SUBSTITUTION(x);
 }
+
+
diff --git a/src/tr1/expint.cpp b/src/tr1/expint.cpp
index 710c116ba..8f05123b1 100644
--- a/src/tr1/expint.cpp
+++ b/src/tr1/expint.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -12,3 +15,5 @@ extern "C" double BOOST_MATH_TR1_DECL expint BOOST_PREVENT_MACRO_SUBSTITUTION(do
 {
    return c_policies::expint BOOST_PREVENT_MACRO_SUBSTITUTION(x);
 }
+
+
diff --git a/src/tr1/expintf.cpp b/src/tr1/expintf.cpp
index 9c077f602..7305ee735 100644
--- a/src/tr1/expintf.cpp
+++ b/src/tr1/expintf.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -12,3 +15,5 @@ extern "C" float BOOST_MATH_TR1_DECL expintf BOOST_PREVENT_MACRO_SUBSTITUTION(fl
 {
    return c_policies::expint BOOST_PREVENT_MACRO_SUBSTITUTION(x);
 }
+
+
diff --git a/src/tr1/expintl.cpp b/src/tr1/expintl.cpp
index e795e7431..e2e1bf3b2 100644
--- a/src/tr1/expintl.cpp
+++ b/src/tr1/expintl.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -12,3 +15,5 @@ extern "C" long double BOOST_MATH_TR1_DECL expintl BOOST_PREVENT_MACRO_SUBSTITUT
 {
    return c_policies::expint BOOST_PREVENT_MACRO_SUBSTITUTION(x);
 }
+
+
diff --git a/src/tr1/expm1.cpp b/src/tr1/expm1.cpp
index c30c41be6..6c1c89f9a 100644
--- a/src/tr1/expm1.cpp
+++ b/src/tr1/expm1.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -12,3 +15,5 @@ extern "C" double BOOST_MATH_TR1_DECL boost_expm1 BOOST_PREVENT_MACRO_SUBSTITUTI
 {
    return c_policies::expm1 BOOST_PREVENT_MACRO_SUBSTITUTION(x);
 }
+
+
diff --git a/src/tr1/expm1f.cpp b/src/tr1/expm1f.cpp
index 1953f4737..8516b5467 100644
--- a/src/tr1/expm1f.cpp
+++ b/src/tr1/expm1f.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -12,3 +15,5 @@ extern "C" float BOOST_MATH_TR1_DECL boost_expm1f BOOST_PREVENT_MACRO_SUBSTITUTI
 {
    return c_policies::expm1 BOOST_PREVENT_MACRO_SUBSTITUTION(x);
 }
+
+
diff --git a/src/tr1/expm1l.cpp b/src/tr1/expm1l.cpp
index 5b71ee151..19111837f 100644
--- a/src/tr1/expm1l.cpp
+++ b/src/tr1/expm1l.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -12,3 +15,5 @@ extern "C" long double BOOST_MATH_TR1_DECL boost_expm1l BOOST_PREVENT_MACRO_SUBS
 {
    return c_policies::expm1 BOOST_PREVENT_MACRO_SUBSTITUTION(x);
 }
+
+
diff --git a/src/tr1/fmax.cpp b/src/tr1/fmax.cpp
index 65209750a..a44d968ba 100644
--- a/src/tr1/fmax.cpp
+++ b/src/tr1/fmax.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -16,3 +19,5 @@ extern "C" double BOOST_MATH_TR1_DECL fmax BOOST_PREVENT_MACRO_SUBSTITUTION(doub
       return x;
    return  (std::max)(x, y);
 }
+
+
diff --git a/src/tr1/fmaxf.cpp b/src/tr1/fmaxf.cpp
index b668e9d64..f25a2ca35 100644
--- a/src/tr1/fmaxf.cpp
+++ b/src/tr1/fmaxf.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -20,3 +23,5 @@ extern "C" float BOOST_MATH_TR1_DECL fmaxf BOOST_PREVENT_MACRO_SUBSTITUTION(floa
 }
 
 #endif
+
+
diff --git a/src/tr1/fmaxl.cpp b/src/tr1/fmaxl.cpp
index ca221d077..92165ffa3 100644
--- a/src/tr1/fmaxl.cpp
+++ b/src/tr1/fmaxl.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -16,3 +19,5 @@ extern "C" long double BOOST_MATH_TR1_DECL fmaxl BOOST_PREVENT_MACRO_SUBSTITUTIO
       return x;
    return (std::max)(x, y);
 }
+
+
diff --git a/src/tr1/fmin.cpp b/src/tr1/fmin.cpp
index 284f1ed17..839d126e1 100644
--- a/src/tr1/fmin.cpp
+++ b/src/tr1/fmin.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -16,3 +19,5 @@ extern "C" double BOOST_MATH_TR1_DECL fmin BOOST_PREVENT_MACRO_SUBSTITUTION(doub
       return x;
    return (std::min)(x, y);
 }
+
+
diff --git a/src/tr1/fminf.cpp b/src/tr1/fminf.cpp
index 93917783f..28c15529a 100644
--- a/src/tr1/fminf.cpp
+++ b/src/tr1/fminf.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -20,3 +23,5 @@ extern "C" float BOOST_MATH_TR1_DECL fminf BOOST_PREVENT_MACRO_SUBSTITUTION(floa
 }
 
 #endif
+
+
diff --git a/src/tr1/fminl.cpp b/src/tr1/fminl.cpp
index ca708a66b..e3980ade6 100644
--- a/src/tr1/fminl.cpp
+++ b/src/tr1/fminl.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -16,3 +19,5 @@ extern "C" long double BOOST_MATH_TR1_DECL fminl BOOST_PREVENT_MACRO_SUBSTITUTIO
       return x;
    return (std::min)(x, y);
 }
+
+
diff --git a/src/tr1/fpclassify.cpp b/src/tr1/fpclassify.cpp
index b871c4f39..454b6aa91 100644
--- a/src/tr1/fpclassify.cpp
+++ b/src/tr1/fpclassify.cpp
@@ -3,17 +3,25 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include 
 #include "c_policy.hpp"
 
+#if defined (_MSC_VER)
+#  pragma warning(push)
+#  pragma warning (disable: 4800) // 'int' : forcing value to bool 'true' or 'false' (performance warning)
+#endif
+
 namespace boost{ namespace math{ namespace tr1{
 
 template<> bool BOOST_MATH_TR1_DECL signbit BOOST_PREVENT_MACRO_SUBSTITUTION(double x)
 {
-   return static_cast((boost::math::signbit)(x)); 
+   return static_cast((boost::math::signbit)(x));
 }
 
 template<> int BOOST_MATH_TR1_DECL fpclassify BOOST_PREVENT_MACRO_SUBSTITUTION(double x)
@@ -41,4 +49,8 @@ template<> bool BOOST_MATH_TR1_DECL isnormal BOOST_PREVENT_MACRO_SUBSTIT
    return (boost::math::isnormal)(x);
 }
 
-}}}
+}}} // namespace boost{ namespace math{ namespace tr1{
+
+#if defined (_MSC_VER)
+#  pragma warning(pop)
+#endif
diff --git a/src/tr1/fpclassifyf.cpp b/src/tr1/fpclassifyf.cpp
index 761341857..cdf1c07e7 100644
--- a/src/tr1/fpclassifyf.cpp
+++ b/src/tr1/fpclassifyf.cpp
@@ -3,17 +3,25 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include 
 #include "c_policy.hpp"
 
+#if defined (_MSC_VER)
+#  pragma warning(push)
+#  pragma warning (disable: 4800) // 'int' : forcing value to bool 'true' or 'false' (performance warning)
+#endif
+
 namespace boost{ namespace math{ namespace tr1{
 
 template<> bool BOOST_MATH_TR1_DECL signbit BOOST_PREVENT_MACRO_SUBSTITUTION(float x)
 {
-   return static_cast((boost::math::signbit)(x)); 
+   return static_cast((boost::math::signbit)(x));
 }
 
 template<> int BOOST_MATH_TR1_DECL fpclassify BOOST_PREVENT_MACRO_SUBSTITUTION(float x)
@@ -41,4 +49,10 @@ template<> bool BOOST_MATH_TR1_DECL isnormal BOOST_PREVENT_MACRO_SUBSTITU
    return (boost::math::isnormal)(x);
 }
 
-}}}
+}}} // namespace boost{ namespace math{ namespace tr1{
+
+#if defined (_MSC_VER)
+#  pragma warning(pop)
+#endif
+
+
diff --git a/src/tr1/fpclassifyl.cpp b/src/tr1/fpclassifyl.cpp
index 0e393ef4b..177201783 100644
--- a/src/tr1/fpclassifyl.cpp
+++ b/src/tr1/fpclassifyl.cpp
@@ -3,17 +3,25 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include 
 #include "c_policy.hpp"
 
+#if defined (_MSC_VER)
+#  pragma warning(push)
+#  pragma warning (disable: 4800) // 'int' : forcing value to bool 'true' or 'false' (performance warning)
+#endif
+
 namespace boost{ namespace math{ namespace tr1{
 
 template<> bool BOOST_MATH_TR1_DECL signbit BOOST_PREVENT_MACRO_SUBSTITUTION(long double x)
 {
-   return static_cast((boost::math::signbit)(x)); 
+   return static_cast((boost::math::signbit)(x));
 }
 
 template<> int BOOST_MATH_TR1_DECL fpclassify BOOST_PREVENT_MACRO_SUBSTITUTION(long double x)
@@ -41,4 +49,9 @@ template<> bool BOOST_MATH_TR1_DECL isnormal BOOST_PREVENT_MACRO_SU
    return (boost::math::isnormal)(x);
 }
 
-}}}
+}}} // namespace boost{ namespace math{ namespace tr1{
+
+#if defined (_MSC_VER)
+#  pragma warning(pop)
+#endif
+
diff --git a/src/tr1/hermite.cpp b/src/tr1/hermite.cpp
index 7b0d73f3d..fc24a21cc 100644
--- a/src/tr1/hermite.cpp
+++ b/src/tr1/hermite.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -12,3 +15,5 @@ extern "C" double BOOST_MATH_TR1_DECL hermite BOOST_PREVENT_MACRO_SUBSTITUTION(u
 {
    return c_policies::hermite BOOST_PREVENT_MACRO_SUBSTITUTION(n, x);
 }
+
+
diff --git a/src/tr1/hermitef.cpp b/src/tr1/hermitef.cpp
index 0e2066c9f..27dffe6d6 100644
--- a/src/tr1/hermitef.cpp
+++ b/src/tr1/hermitef.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -12,3 +15,5 @@ extern "C" float BOOST_MATH_TR1_DECL hermitef BOOST_PREVENT_MACRO_SUBSTITUTION(u
 {
    return c_policies::hermite BOOST_PREVENT_MACRO_SUBSTITUTION(n, x);
 }
+
+
diff --git a/src/tr1/hermitel.cpp b/src/tr1/hermitel.cpp
index eef803d0e..3391c5fdd 100644
--- a/src/tr1/hermitel.cpp
+++ b/src/tr1/hermitel.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -12,3 +15,5 @@ extern "C" long double BOOST_MATH_TR1_DECL hermitel BOOST_PREVENT_MACRO_SUBSTITU
 {
    return c_policies::hermite BOOST_PREVENT_MACRO_SUBSTITUTION(n, x);
 }
+
+
diff --git a/src/tr1/hypot.cpp b/src/tr1/hypot.cpp
index fd13620d9..e076e06d3 100644
--- a/src/tr1/hypot.cpp
+++ b/src/tr1/hypot.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -16,3 +19,5 @@ extern "C" double BOOST_MATH_TR1_DECL hypot BOOST_PREVENT_MACRO_SUBSTITUTION(dou
 }
 
 }}}
+
+
diff --git a/src/tr1/hypotf.cpp b/src/tr1/hypotf.cpp
index 7aa2c7aff..e963c7c03 100644
--- a/src/tr1/hypotf.cpp
+++ b/src/tr1/hypotf.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -16,3 +19,5 @@ extern "C" float BOOST_MATH_TR1_DECL hypotf BOOST_PREVENT_MACRO_SUBSTITUTION(flo
 }
 
 }}}
+
+
diff --git a/src/tr1/hypotl.cpp b/src/tr1/hypotl.cpp
index 7e4547a7a..38f2dfa70 100644
--- a/src/tr1/hypotl.cpp
+++ b/src/tr1/hypotl.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -16,3 +19,5 @@ extern "C" long double BOOST_MATH_TR1_DECL hypotl BOOST_PREVENT_MACRO_SUBSTITUTI
 }
 
 }}}
+
+
diff --git a/src/tr1/laguerre.cpp b/src/tr1/laguerre.cpp
index b0bc0b628..3d9907a20 100644
--- a/src/tr1/laguerre.cpp
+++ b/src/tr1/laguerre.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -12,3 +15,5 @@ extern "C" double BOOST_MATH_TR1_DECL laguerre BOOST_PREVENT_MACRO_SUBSTITUTION(
 {
    return c_policies::laguerre BOOST_PREVENT_MACRO_SUBSTITUTION(n, x);
 }
+
+
diff --git a/src/tr1/laguerref.cpp b/src/tr1/laguerref.cpp
index 341dc8324..c0c8bb1d7 100644
--- a/src/tr1/laguerref.cpp
+++ b/src/tr1/laguerref.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -12,3 +15,5 @@ extern "C" float BOOST_MATH_TR1_DECL laguerref BOOST_PREVENT_MACRO_SUBSTITUTION(
 {
    return c_policies::laguerre BOOST_PREVENT_MACRO_SUBSTITUTION(n, x);
 }
+
+
diff --git a/src/tr1/laguerrel.cpp b/src/tr1/laguerrel.cpp
index b43418d1a..f0a6c2121 100644
--- a/src/tr1/laguerrel.cpp
+++ b/src/tr1/laguerrel.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -12,3 +15,5 @@ extern "C" long double BOOST_MATH_TR1_DECL laguerrel BOOST_PREVENT_MACRO_SUBSTIT
 {
    return c_policies::laguerre BOOST_PREVENT_MACRO_SUBSTITUTION(n, x);
 }
+
+
diff --git a/src/tr1/legendre.cpp b/src/tr1/legendre.cpp
index d7e41cdda..0139453ba 100644
--- a/src/tr1/legendre.cpp
+++ b/src/tr1/legendre.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -12,3 +15,5 @@ extern "C" double BOOST_MATH_TR1_DECL legendre BOOST_PREVENT_MACRO_SUBSTITUTION(
 {
    return c_policies::legendre_p BOOST_PREVENT_MACRO_SUBSTITUTION(n, x);
 }
+
+
diff --git a/src/tr1/legendref.cpp b/src/tr1/legendref.cpp
index 318064f21..f135e0be7 100644
--- a/src/tr1/legendref.cpp
+++ b/src/tr1/legendref.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -12,3 +15,5 @@ extern "C" float BOOST_MATH_TR1_DECL legendref BOOST_PREVENT_MACRO_SUBSTITUTION(
 {
    return c_policies::legendre_p BOOST_PREVENT_MACRO_SUBSTITUTION(n, x);
 }
+
+
diff --git a/src/tr1/legendrel.cpp b/src/tr1/legendrel.cpp
index ee7ed5a21..d8fc7e677 100644
--- a/src/tr1/legendrel.cpp
+++ b/src/tr1/legendrel.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -12,3 +15,5 @@ extern "C" long double BOOST_MATH_TR1_DECL legendrel BOOST_PREVENT_MACRO_SUBSTIT
 {
    return c_policies::legendre_p BOOST_PREVENT_MACRO_SUBSTITUTION(n, x);
 }
+
+
diff --git a/src/tr1/lgamma.cpp b/src/tr1/lgamma.cpp
index 8c6b05eaf..15ed262db 100644
--- a/src/tr1/lgamma.cpp
+++ b/src/tr1/lgamma.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -16,3 +19,5 @@ extern "C" double BOOST_MATH_TR1_DECL lgamma BOOST_PREVENT_MACRO_SUBSTITUTION(do
 }
 
 }}}
+
+
diff --git a/src/tr1/lgammaf.cpp b/src/tr1/lgammaf.cpp
index b5e3f6f5f..94afa6fb2 100644
--- a/src/tr1/lgammaf.cpp
+++ b/src/tr1/lgammaf.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -16,3 +19,5 @@ extern "C" float BOOST_MATH_TR1_DECL lgammaf BOOST_PREVENT_MACRO_SUBSTITUTION(fl
 }
 
 }}}
+
+
diff --git a/src/tr1/lgammal.cpp b/src/tr1/lgammal.cpp
index 636f1df6d..b29d7c65d 100644
--- a/src/tr1/lgammal.cpp
+++ b/src/tr1/lgammal.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -16,3 +19,5 @@ extern "C" long double BOOST_MATH_TR1_DECL lgammal BOOST_PREVENT_MACRO_SUBSTITUT
 }
 
 }}}
+
+
diff --git a/src/tr1/llround.cpp b/src/tr1/llround.cpp
index 38368c66e..fd2e98cc0 100644
--- a/src/tr1/llround.cpp
+++ b/src/tr1/llround.cpp
@@ -3,21 +3,21 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
-
-#ifdef BOOST_HAS_LONG_LONG
-
 #include 
 #include "c_policy.hpp"
 
 namespace boost{ namespace math{ namespace tr1{
 
-extern "C" ::boost::long_long_type BOOST_MATH_TR1_DECL llround BOOST_PREVENT_MACRO_SUBSTITUTION(double x)
+extern "C" long long BOOST_MATH_TR1_DECL llround BOOST_PREVENT_MACRO_SUBSTITUTION(double x)
 {
    return c_policies::llround BOOST_PREVENT_MACRO_SUBSTITUTION(x);
 }
 
 }}}
 
-#endif
+
diff --git a/src/tr1/llroundf.cpp b/src/tr1/llroundf.cpp
index 1edb7ed94..8280c228f 100644
--- a/src/tr1/llroundf.cpp
+++ b/src/tr1/llroundf.cpp
@@ -3,22 +3,21 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
-
-#ifdef BOOST_HAS_LONG_LONG
-
 #include 
 #include "c_policy.hpp"
 
 namespace boost{ namespace math{ namespace tr1{
 
-extern "C" ::boost::long_long_type BOOST_MATH_TR1_DECL llroundf BOOST_PREVENT_MACRO_SUBSTITUTION(float x)
+extern "C" long long BOOST_MATH_TR1_DECL llroundf BOOST_PREVENT_MACRO_SUBSTITUTION(float x)
 {
    return c_policies::llround BOOST_PREVENT_MACRO_SUBSTITUTION(x);
 }
 
 }}}
 
-#endif
 
diff --git a/src/tr1/llroundl.cpp b/src/tr1/llroundl.cpp
index c3463e72e..e8fa0b3c8 100644
--- a/src/tr1/llroundl.cpp
+++ b/src/tr1/llroundl.cpp
@@ -3,21 +3,21 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
-
-#ifdef BOOST_HAS_LONG_LONG
-
 #include 
 #include "c_policy.hpp"
 
 namespace boost{ namespace math{ namespace tr1{
 
-extern "C" ::boost::long_long_type BOOST_MATH_TR1_DECL llroundl BOOST_PREVENT_MACRO_SUBSTITUTION(long double x)
+extern "C" long long BOOST_MATH_TR1_DECL llroundl BOOST_PREVENT_MACRO_SUBSTITUTION(long double x)
 {
    return c_policies::llround BOOST_PREVENT_MACRO_SUBSTITUTION(x);
 }
 
 }}}
 
-#endif
+
diff --git a/src/tr1/log1p.cpp b/src/tr1/log1p.cpp
index bf0a43950..5a8630ff7 100644
--- a/src/tr1/log1p.cpp
+++ b/src/tr1/log1p.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -16,3 +19,5 @@ extern "C" double BOOST_MATH_TR1_DECL boost_log1p BOOST_PREVENT_MACRO_SUBSTITUTI
 }
 
 }}}
+
+
diff --git a/src/tr1/log1pf.cpp b/src/tr1/log1pf.cpp
index f394c9262..fd061cd40 100644
--- a/src/tr1/log1pf.cpp
+++ b/src/tr1/log1pf.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -16,3 +19,5 @@ extern "C" float BOOST_MATH_TR1_DECL boost_log1pf BOOST_PREVENT_MACRO_SUBSTITUTI
 }
 
 }}}
+
+
diff --git a/src/tr1/log1pl.cpp b/src/tr1/log1pl.cpp
index 0ecd89333..507b25377 100644
--- a/src/tr1/log1pl.cpp
+++ b/src/tr1/log1pl.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -16,3 +19,5 @@ extern "C" long double BOOST_MATH_TR1_DECL boost_log1pl BOOST_PREVENT_MACRO_SUBS
 }
 
 }}}
+
+
diff --git a/src/tr1/lround.cpp b/src/tr1/lround.cpp
index 4233d37f8..597ecc76b 100644
--- a/src/tr1/lround.cpp
+++ b/src/tr1/lround.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -16,3 +19,5 @@ extern "C" long BOOST_MATH_TR1_DECL lround BOOST_PREVENT_MACRO_SUBSTITUTION(doub
 }
 
 }}}
+
+
diff --git a/src/tr1/lroundf.cpp b/src/tr1/lroundf.cpp
index d576ba6e0..635e2ff7e 100644
--- a/src/tr1/lroundf.cpp
+++ b/src/tr1/lroundf.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -16,3 +19,5 @@ extern "C" long BOOST_MATH_TR1_DECL lroundf BOOST_PREVENT_MACRO_SUBSTITUTION(flo
 }
 
 }}}
+
+
diff --git a/src/tr1/lroundl.cpp b/src/tr1/lroundl.cpp
index a0db94232..57b6da425 100644
--- a/src/tr1/lroundl.cpp
+++ b/src/tr1/lroundl.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -16,3 +19,5 @@ extern "C" long BOOST_MATH_TR1_DECL lroundl BOOST_PREVENT_MACRO_SUBSTITUTION(lon
 }
 
 }}}
+
+
diff --git a/src/tr1/nextafter.cpp b/src/tr1/nextafter.cpp
index ea26a5ce1..672926720 100644
--- a/src/tr1/nextafter.cpp
+++ b/src/tr1/nextafter.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -16,3 +19,5 @@ extern "C" double BOOST_MATH_TR1_DECL boost_nextafter BOOST_PREVENT_MACRO_SUBSTI
 }
 
 }}}
+
+
diff --git a/src/tr1/nextafterf.cpp b/src/tr1/nextafterf.cpp
index 0f7036690..928d355bc 100644
--- a/src/tr1/nextafterf.cpp
+++ b/src/tr1/nextafterf.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -16,3 +19,5 @@ extern "C" float BOOST_MATH_TR1_DECL boost_nextafterf BOOST_PREVENT_MACRO_SUBSTI
 }
 
 }}}
+
+
diff --git a/src/tr1/nextafterl.cpp b/src/tr1/nextafterl.cpp
index 037f3e889..48d84393f 100644
--- a/src/tr1/nextafterl.cpp
+++ b/src/tr1/nextafterl.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -16,3 +19,5 @@ extern "C" long double BOOST_MATH_TR1_DECL boost_nextafterl BOOST_PREVENT_MACRO_
 }
 
 }}}
+
+
diff --git a/src/tr1/nexttoward.cpp b/src/tr1/nexttoward.cpp
index f1878bd0e..052120f46 100644
--- a/src/tr1/nexttoward.cpp
+++ b/src/tr1/nexttoward.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -16,3 +19,5 @@ extern "C" double BOOST_MATH_TR1_DECL nexttoward BOOST_PREVENT_MACRO_SUBSTITUTIO
 }
 
 }}}
+
+
diff --git a/src/tr1/nexttowardf.cpp b/src/tr1/nexttowardf.cpp
index f9ea7e575..6b3af12c0 100644
--- a/src/tr1/nexttowardf.cpp
+++ b/src/tr1/nexttowardf.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -16,3 +19,5 @@ extern "C" float BOOST_MATH_TR1_DECL nexttowardf BOOST_PREVENT_MACRO_SUBSTITUTIO
 }
 
 }}}
+
+
diff --git a/src/tr1/nexttowardl.cpp b/src/tr1/nexttowardl.cpp
index 9f992fcfe..a5c29d460 100644
--- a/src/tr1/nexttowardl.cpp
+++ b/src/tr1/nexttowardl.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -16,3 +19,5 @@ extern "C" long double BOOST_MATH_TR1_DECL nexttowardl BOOST_PREVENT_MACRO_SUBST
 }
 
 }}}
+
+
diff --git a/src/tr1/pch.hpp b/src/tr1/pch.hpp
new file mode 100644
index 000000000..ad6a0df98
--- /dev/null
+++ b/src/tr1/pch.hpp
@@ -0,0 +1,12 @@
+//  Copyright John Maddock 2008.
+//  Use, modification and distribution are subject to the
+//  Boost Software License, Version 1.0. (See accompanying file
+//  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
+
+#ifdef BOOST_BUILD_PCH_ENABLED
+
+#define BOOST_MATH_TR1_SOURCE
+#include 
+
+#endif
+
diff --git a/src/tr1/riemann_zeta.cpp b/src/tr1/riemann_zeta.cpp
index 0ef523674..dcb2e76f8 100644
--- a/src/tr1/riemann_zeta.cpp
+++ b/src/tr1/riemann_zeta.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -12,3 +15,5 @@ extern "C" double BOOST_MATH_TR1_DECL riemann_zeta BOOST_PREVENT_MACRO_SUBSTITUT
 {
    return c_policies::zeta BOOST_PREVENT_MACRO_SUBSTITUTION(x);
 }
+
+
diff --git a/src/tr1/riemann_zetaf.cpp b/src/tr1/riemann_zetaf.cpp
index 0387d0250..2b9eb5e2f 100644
--- a/src/tr1/riemann_zetaf.cpp
+++ b/src/tr1/riemann_zetaf.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -12,3 +15,5 @@ extern "C" float BOOST_MATH_TR1_DECL riemann_zetaf BOOST_PREVENT_MACRO_SUBSTITUT
 {
    return c_policies::zeta BOOST_PREVENT_MACRO_SUBSTITUTION(x);
 }
+
+
diff --git a/src/tr1/riemann_zetal.cpp b/src/tr1/riemann_zetal.cpp
index a9ea46ba8..f67cf8325 100644
--- a/src/tr1/riemann_zetal.cpp
+++ b/src/tr1/riemann_zetal.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -12,3 +15,5 @@ extern "C" long double BOOST_MATH_TR1_DECL riemann_zetal BOOST_PREVENT_MACRO_SUB
 {
    return c_policies::zeta BOOST_PREVENT_MACRO_SUBSTITUTION(x);
 }
+
+
diff --git a/src/tr1/round.cpp b/src/tr1/round.cpp
index d64bd4e48..f282bb367 100644
--- a/src/tr1/round.cpp
+++ b/src/tr1/round.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -16,3 +19,5 @@ extern "C" double BOOST_MATH_TR1_DECL round BOOST_PREVENT_MACRO_SUBSTITUTION(dou
 }
 
 }}}
+
+
diff --git a/src/tr1/roundf.cpp b/src/tr1/roundf.cpp
index e051b5be2..ca53cdb29 100644
--- a/src/tr1/roundf.cpp
+++ b/src/tr1/roundf.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -16,3 +19,5 @@ extern "C" float BOOST_MATH_TR1_DECL roundf BOOST_PREVENT_MACRO_SUBSTITUTION(flo
 }
 
 }}}
+
+
diff --git a/src/tr1/roundl.cpp b/src/tr1/roundl.cpp
index 49dbcc64f..ec4df5db5 100644
--- a/src/tr1/roundl.cpp
+++ b/src/tr1/roundl.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -16,3 +19,5 @@ extern "C" long double BOOST_MATH_TR1_DECL roundl BOOST_PREVENT_MACRO_SUBSTITUTI
 }
 
 }}}
+
+
diff --git a/src/tr1/sph_bessel.cpp b/src/tr1/sph_bessel.cpp
index c1e66c90a..321600f51 100644
--- a/src/tr1/sph_bessel.cpp
+++ b/src/tr1/sph_bessel.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -12,3 +15,5 @@ extern "C" double BOOST_MATH_TR1_DECL sph_bessel BOOST_PREVENT_MACRO_SUBSTITUTIO
 {
    return c_policies::sph_bessel BOOST_PREVENT_MACRO_SUBSTITUTION(n, x);
 }
+
+
diff --git a/src/tr1/sph_besself.cpp b/src/tr1/sph_besself.cpp
index 40bd63017..6e15779a6 100644
--- a/src/tr1/sph_besself.cpp
+++ b/src/tr1/sph_besself.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -12,3 +15,5 @@ extern "C" float BOOST_MATH_TR1_DECL sph_besself BOOST_PREVENT_MACRO_SUBSTITUTIO
 {
    return c_policies::sph_bessel BOOST_PREVENT_MACRO_SUBSTITUTION(n, x);
 }
+
+
diff --git a/src/tr1/sph_bessell.cpp b/src/tr1/sph_bessell.cpp
index c38f16f3b..0b33031d5 100644
--- a/src/tr1/sph_bessell.cpp
+++ b/src/tr1/sph_bessell.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -12,3 +15,5 @@ extern "C" long double BOOST_MATH_TR1_DECL sph_bessell BOOST_PREVENT_MACRO_SUBST
 {
    return c_policies::sph_bessel BOOST_PREVENT_MACRO_SUBSTITUTION(n, x);
 }
+
+
diff --git a/src/tr1/sph_legendre.cpp b/src/tr1/sph_legendre.cpp
index 714ee6d58..3c8dd1268 100644
--- a/src/tr1/sph_legendre.cpp
+++ b/src/tr1/sph_legendre.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -12,3 +15,5 @@ extern "C" double BOOST_MATH_TR1_DECL sph_legendre BOOST_PREVENT_MACRO_SUBSTITUT
 {
    return  (m & 1 ? -1 : 1) * c_policies::spherical_harmonic_r BOOST_PREVENT_MACRO_SUBSTITUTION(n, m, x, 0.0);
 }
+
+
diff --git a/src/tr1/sph_legendref.cpp b/src/tr1/sph_legendref.cpp
index 6ff2ddb4b..5e924f5e3 100644
--- a/src/tr1/sph_legendref.cpp
+++ b/src/tr1/sph_legendref.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -12,3 +15,5 @@ extern "C" float BOOST_MATH_TR1_DECL sph_legendref BOOST_PREVENT_MACRO_SUBSTITUT
 {
    return  (m & 1 ? -1 : 1) * c_policies::spherical_harmonic_r BOOST_PREVENT_MACRO_SUBSTITUTION(n, m, x, 0.0f);
 }
+
+
diff --git a/src/tr1/sph_legendrel.cpp b/src/tr1/sph_legendrel.cpp
index 4f0c8e0c0..430e6041d 100644
--- a/src/tr1/sph_legendrel.cpp
+++ b/src/tr1/sph_legendrel.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -12,3 +15,5 @@ extern "C" long double BOOST_MATH_TR1_DECL sph_legendrel BOOST_PREVENT_MACRO_SUB
 {
    return  (m & 1 ? -1 : 1) * c_policies::spherical_harmonic_r BOOST_PREVENT_MACRO_SUBSTITUTION(n, m, x, 0.0L);
 }
+
+
diff --git a/src/tr1/sph_neumann.cpp b/src/tr1/sph_neumann.cpp
index 08791518e..1640796bf 100644
--- a/src/tr1/sph_neumann.cpp
+++ b/src/tr1/sph_neumann.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -12,3 +15,5 @@ extern "C" double BOOST_MATH_TR1_DECL sph_neumann BOOST_PREVENT_MACRO_SUBSTITUTI
 {
    return c_policies::sph_neumann BOOST_PREVENT_MACRO_SUBSTITUTION(n, x);
 }
+
+
diff --git a/src/tr1/sph_neumannf.cpp b/src/tr1/sph_neumannf.cpp
index 5905bb19f..d8b800f11 100644
--- a/src/tr1/sph_neumannf.cpp
+++ b/src/tr1/sph_neumannf.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -12,3 +15,5 @@ extern "C" float BOOST_MATH_TR1_DECL sph_neumannf BOOST_PREVENT_MACRO_SUBSTITUTI
 {
    return c_policies::sph_neumann BOOST_PREVENT_MACRO_SUBSTITUTION(n, x);
 }
+
+
diff --git a/src/tr1/sph_neumannl.cpp b/src/tr1/sph_neumannl.cpp
index 32f8613ec..534a88f45 100644
--- a/src/tr1/sph_neumannl.cpp
+++ b/src/tr1/sph_neumannl.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -12,3 +15,5 @@ extern "C" long double BOOST_MATH_TR1_DECL sph_neumannl BOOST_PREVENT_MACRO_SUBS
 {
    return c_policies::sph_neumann BOOST_PREVENT_MACRO_SUBSTITUTION(n, x);
 }
+
+
diff --git a/src/tr1/tgamma.cpp b/src/tr1/tgamma.cpp
index 4735be40d..67d738f6e 100644
--- a/src/tr1/tgamma.cpp
+++ b/src/tr1/tgamma.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -16,3 +19,5 @@ extern "C" double BOOST_MATH_TR1_DECL tgamma BOOST_PREVENT_MACRO_SUBSTITUTION(do
 }
 
 }}}
+
+
diff --git a/src/tr1/tgammaf.cpp b/src/tr1/tgammaf.cpp
index 02d63292e..872ebf92c 100644
--- a/src/tr1/tgammaf.cpp
+++ b/src/tr1/tgammaf.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -16,3 +19,5 @@ extern "C" float BOOST_MATH_TR1_DECL tgammaf BOOST_PREVENT_MACRO_SUBSTITUTION(fl
 }
 
 }}}
+
+
diff --git a/src/tr1/tgammal.cpp b/src/tr1/tgammal.cpp
index f62cdc8e8..4642873df 100644
--- a/src/tr1/tgammal.cpp
+++ b/src/tr1/tgammal.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -16,3 +19,5 @@ extern "C" long double BOOST_MATH_TR1_DECL tgammal BOOST_PREVENT_MACRO_SUBSTITUT
 }
 
 }}}
+
+
diff --git a/src/tr1/trunc.cpp b/src/tr1/trunc.cpp
index e1e06a111..d0f579c13 100644
--- a/src/tr1/trunc.cpp
+++ b/src/tr1/trunc.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -16,3 +19,5 @@ extern "C" double BOOST_MATH_TR1_DECL trunc BOOST_PREVENT_MACRO_SUBSTITUTION(dou
 }
 
 }}}
+
+
diff --git a/src/tr1/truncf.cpp b/src/tr1/truncf.cpp
index 719d8b431..787e79182 100644
--- a/src/tr1/truncf.cpp
+++ b/src/tr1/truncf.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -16,3 +19,5 @@ extern "C" float BOOST_MATH_TR1_DECL truncf BOOST_PREVENT_MACRO_SUBSTITUTION(flo
 }
 
 }}}
+
+
diff --git a/src/tr1/truncl.cpp b/src/tr1/truncl.cpp
index 9b77963c1..bdce453e1 100644
--- a/src/tr1/truncl.cpp
+++ b/src/tr1/truncl.cpp
@@ -3,7 +3,10 @@
 //  Boost Software License, Version 1.0.  (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 //
-#define BOOST_MATH_TR1_SOURCE
+#  include 
+#ifndef BOOST_MATH_TR1_SOURCE
+#  define BOOST_MATH_TR1_SOURCE
+#endif
 #include 
 #include 
 #include "c_policy.hpp"
@@ -16,3 +19,5 @@ extern "C" long double BOOST_MATH_TR1_DECL truncl BOOST_PREVENT_MACRO_SUBSTITUTI
 }
 
 }}}
+
+
diff --git a/test/Jamfile.v2 b/test/Jamfile.v2
index f8dc7a45a..b15956091 100644
--- a/test/Jamfile.v2
+++ b/test/Jamfile.v2
@@ -7,6 +7,12 @@
 
 # bring in the rules for testing
 import testing ;
+import modules ;
+import path ;
+import pch ;
+
+local ntl-path = [ modules.peek : NTL_PATH ] ;
+local gmp_path = [ modules.peek : GMP_PATH ] ;
 
 project  
     : requirements 
@@ -15,6 +21,8 @@ project
       acc:+W2068,2461,2236,4070,4069
       intel:-nologo 
       intel:-nologo 
+      #intel-linux:off
+      intel-darwin:off
       msvc:all
       msvc:on
       msvc:/wd4996
@@ -35,432 +43,540 @@ project
       sun:static
       BOOST_ALL_NO_LIB=1
       BOOST_UBLAS_UNSUPPORTED_COMPILER=0
+      .
+      $(ntl-path)/include
+      $(gmp_path) $(gmp_path)/mpfr $(gmp_path)/gmpfrxx
     ;
 
-run hypot_test.cpp ;
-run pow_test.cpp ;
-run log1p_expm1_test.cpp ;
-run powm1_sqrtp1m1_test.cpp ;
+cpp-pch pch : pch.hpp : ../../test/build//boost_test_exec_monitor ;
+
+run hypot_test.cpp pch ../../test/build//boost_test_exec_monitor ;
+run pow_test.cpp ../../test/build//boost_test_exec_monitor ;
+run log1p_expm1_test.cpp pch ../../test/build//boost_test_exec_monitor ;
+run powm1_sqrtp1m1_test.cpp pch ../../test/build//boost_test_exec_monitor ;
 run special_functions_test.cpp ../../test/build//boost_unit_test_framework/static ;
-run test_bernoulli.cpp ;
-run test_constants.cpp ;
-run test_bessel_j.cpp ;
-run test_bessel_y.cpp ;
-run test_bessel_i.cpp ;
-run test_bessel_k.cpp ;
-run test_beta.cpp ;
-run test_beta_dist.cpp ;
-run test_binomial.cpp  
+run test_bernoulli.cpp ../../test/build//boost_test_exec_monitor ;
+run test_constants.cpp pch ../../test/build//boost_test_exec_monitor ;
+run test_bessel_j.cpp pch ../../test/build//boost_test_exec_monitor ;
+run test_bessel_y.cpp pch ../../test/build//boost_test_exec_monitor ;
+run test_bessel_i.cpp pch ../../test/build//boost_test_exec_monitor ;
+run test_bessel_k.cpp pch ../../test/build//boost_test_exec_monitor ;
+run test_beta.cpp pch ../../test/build//boost_test_exec_monitor ;
+run test_beta_dist.cpp ../../test/build//boost_test_exec_monitor ;
+run test_binomial.cpp  ../../test/build//boost_test_exec_monitor
         : # command line
         : # input files
         : # requirements
 	      TEST_FLOAT
+	      intel:off
         : test_binomial_float ;
-run test_binomial.cpp  
+run test_binomial.cpp  ../../test/build//boost_test_exec_monitor
         : # command line
         : # input files
         : # requirements
 	      TEST_DOUBLE
+	      intel:off
         : test_binomial_double ;
-run test_binomial.cpp  
+run test_binomial.cpp  ../../test/build//boost_test_exec_monitor
         : # command line
         : # input files
         : # requirements
 	      TEST_LDOUBLE
+	      intel:off
         : test_binomial_long_double ;
-run test_binomial.cpp  
+run test_binomial.cpp  ../../test/build//boost_test_exec_monitor
         : # command line
         : # input files
         : # requirements
 	      TEST_REAL_CONCEPT
 	      TEST_ROUNDING=0
+	      intel:off
         : test_binomial_real_concept0 ;
-run test_binomial.cpp  
+run test_binomial.cpp  ../../test/build//boost_test_exec_monitor
         : # command line
         : # input files
         : # requirements
 	      TEST_REAL_CONCEPT
 	      TEST_ROUNDING=1
+	      intel:off
         : test_binomial_real_concept1 ;
-run test_binomial.cpp  
+run test_binomial.cpp  ../../test/build//boost_test_exec_monitor
         : # command line
         : # input files
         : # requirements
 	      TEST_REAL_CONCEPT
 	      TEST_ROUNDING=2
+	      intel:off
         : test_binomial_real_concept2 ;
-run test_binomial.cpp  
+run test_binomial.cpp  ../../test/build//boost_test_exec_monitor
         : # command line
         : # input files
         : # requirements
 	      TEST_REAL_CONCEPT
 	      TEST_ROUNDING=3
+	      intel:off
         : test_binomial_real_concept3 ;
-run test_binomial.cpp  
+run test_binomial.cpp  ../../test/build//boost_test_exec_monitor
         : # command line
         : # input files
         : # requirements
 	      TEST_REAL_CONCEPT
 	      TEST_ROUNDING=4
+	      intel:off
         : test_binomial_real_concept4 ;
-run test_binomial.cpp  
+run test_binomial.cpp  ../../test/build//boost_test_exec_monitor
         : # command line
         : # input files
         : # requirements
 	      TEST_REAL_CONCEPT
 	      TEST_ROUNDING=5
+	      intel:off
         : test_binomial_real_concept5 ;
-run test_binomial.cpp  
+run test_binomial.cpp  ../../test/build//boost_test_exec_monitor
         : # command line
         : # input files
         : # requirements
 	      TEST_REAL_CONCEPT
 	      TEST_ROUNDING=6
+	      intel:off
         : test_binomial_real_concept6 ;
-run test_binomial_coeff.cpp ;
-run test_carlson.cpp ;
-run test_cauchy.cpp ;
-run test_cbrt.cpp ;
-run test_chi_squared.cpp ;
-run test_classify.cpp ;
-run test_digamma.cpp ;
-run test_dist_overloads.cpp ;
-run test_ellint_1.cpp ;
-run test_ellint_2.cpp ;
-run test_ellint_3.cpp ;
-run test_erf.cpp ;
-run test_error_handling.cpp ;
-run test_expint.cpp ;
-run test_exponential_dist.cpp ;
-run test_extreme_value.cpp ;
-run test_factorials.cpp ;
-run test_find_location.cpp ;
-run test_find_scale.cpp ;
-run test_fisher_f.cpp ;
-run test_gamma.cpp ;
-run test_gamma_dist.cpp ;
-run test_hermite.cpp ;
-run test_ibeta.cpp  
+run test_binomial_coeff.cpp pch ../../test/build//boost_test_exec_monitor ;
+run test_carlson.cpp pch ../../test/build//boost_test_exec_monitor ;
+run test_cauchy.cpp ../../test/build//boost_test_exec_monitor ;
+run test_cbrt.cpp pch ../../test/build//boost_test_exec_monitor ;
+run test_chi_squared.cpp ../../test/build//boost_test_exec_monitor ;
+run test_classify.cpp pch ../../test/build//boost_test_exec_monitor ;
+run test_digamma.cpp pch ../../test/build//boost_test_exec_monitor ;
+run test_dist_overloads.cpp ../../test/build//boost_test_exec_monitor ;
+run test_ellint_1.cpp pch ../../test/build//boost_test_exec_monitor ;
+run test_ellint_2.cpp pch ../../test/build//boost_test_exec_monitor ;
+run test_ellint_3.cpp pch ../../test/build//boost_test_exec_monitor ;
+run test_erf.cpp pch ../../test/build//boost_test_exec_monitor ;
+run test_error_handling.cpp ../../test/build//boost_test_exec_monitor ;
+run test_expint.cpp pch ../../test/build//boost_test_exec_monitor ;
+run test_exponential_dist.cpp ../../test/build//boost_test_exec_monitor ;
+run test_extreme_value.cpp ../../test/build//boost_test_exec_monitor ;
+run test_factorials.cpp pch ../../test/build//boost_test_exec_monitor ;
+run test_find_location.cpp pch ../../test/build//boost_test_exec_monitor ;
+run test_find_scale.cpp pch ../../test/build//boost_test_exec_monitor ;
+run test_fisher_f.cpp ../../test/build//boost_test_exec_monitor ;
+run test_gamma.cpp pch ../../test/build//boost_test_exec_monitor ;
+run test_gamma_dist.cpp pch ../../test/build//boost_test_exec_monitor ;
+run test_hermite.cpp pch ../../test/build//boost_test_exec_monitor ;
+run test_hypergeometric_dist.cpp ../../test/build//boost_test_exec_monitor
+        : # command line
+        : # input files
+        : # requirements
+	      TEST_QUANT=0
+	      intel:off
+        : test_hypergeometric_dist0 ;
+run test_hypergeometric_dist.cpp ../../test/build//boost_test_exec_monitor
+        : # command line
+        : # input files
+        : # requirements
+	      TEST_QUANT=1
+	      intel:off
+        : test_hypergeometric_dist1 ;
+run test_hypergeometric_dist.cpp ../../test/build//boost_test_exec_monitor
+        : # command line
+        : # input files
+        : # requirements
+	      TEST_QUANT=2
+	      intel:off
+        : test_hypergeometric_dist2 ;
+run test_hypergeometric_dist.cpp ../../test/build//boost_test_exec_monitor
+        : # command line
+        : # input files
+        : # requirements
+	      TEST_QUANT=3
+	      intel:off
+        : test_hypergeometric_dist3 ;
+run test_hypergeometric_dist.cpp ../../test/build//boost_test_exec_monitor
+        : # command line
+        : # input files
+        : # requirements
+	      TEST_QUANT=4
+	      intel:off
+        : test_hypergeometric_dist4 ;
+run test_hypergeometric_dist.cpp ../../test/build//boost_test_exec_monitor
+        : # command line
+        : # input files
+        : # requirements
+	      TEST_QUANT=5
+	      intel:off
+        : test_hypergeometric_dist5 ;
+run test_ibeta.cpp  pch ../../test/build//boost_test_exec_monitor
         : # command line
         : # input files
         : # requirements
 	      TEST_FLOAT
+	      intel:off
         : test_ibeta_float ;
-run test_ibeta.cpp  
+run test_ibeta.cpp  pch ../../test/build//boost_test_exec_monitor
         : # command line
         : # input files
         : # requirements
 	      TEST_DOUBLE
+	      intel:off
         : test_ibeta_double ;
-run test_ibeta.cpp  
+run test_ibeta.cpp  pch ../../test/build//boost_test_exec_monitor
         : # command line
         : # input files
         : # requirements
 	      TEST_LDOUBLE
+	      intel:off
         : test_ibeta_long_double ;
-run test_ibeta.cpp  
+run test_ibeta.cpp  pch ../../test/build//boost_test_exec_monitor
         : # command line
         : # input files
         : # requirements
 	      TEST_REAL_CONCEPT
 	      TEST_DATA=1
+	      intel:off
         : test_ibeta_real_concept1 ;
-run test_ibeta.cpp  
+run test_ibeta.cpp  pch ../../test/build//boost_test_exec_monitor
         : # command line
         : # input files
         : # requirements
 	      TEST_REAL_CONCEPT
 	      TEST_DATA=2
+	      intel:off
         : test_ibeta_real_concept2 ;
-run test_ibeta.cpp  
+run test_ibeta.cpp  pch ../../test/build//boost_test_exec_monitor
         : # command line
         : # input files
         : # requirements
 	      TEST_REAL_CONCEPT
 	      TEST_DATA=3
+	      intel:off
         : test_ibeta_real_concept3 ;
-run test_ibeta.cpp  
+run test_ibeta.cpp  pch ../../test/build//boost_test_exec_monitor
         : # command line
         : # input files
         : # requirements
 	      TEST_REAL_CONCEPT
 	      TEST_DATA=4
+	      intel:off
         : test_ibeta_real_concept4 ;
-run test_ibeta_inv.cpp  
+run test_ibeta_inv.cpp  pch ../../test/build//boost_test_exec_monitor
         : # command line
         : # input files
         : # requirements
 	      TEST_FLOAT
+	      intel:off
         : test_ibeta_inv_float ;
-run test_ibeta_inv.cpp  
+run test_ibeta_inv.cpp  pch ../../test/build//boost_test_exec_monitor
         : # command line
         : # input files
         : # requirements
 	      TEST_DOUBLE
+	      intel:off
         : test_ibeta_inv_double ;
-run test_ibeta_inv.cpp  
+run test_ibeta_inv.cpp  pch ../../test/build//boost_test_exec_monitor
         : # command line
         : # input files
         : # requirements
 	      TEST_LDOUBLE
+	      intel:off
         : test_ibeta_inv_long_double ;
-run test_ibeta_inv.cpp  
+run test_ibeta_inv.cpp  pch ../../test/build//boost_test_exec_monitor
         : # command line
         : # input files
         : # requirements
 	      TEST_REAL_CONCEPT
 	      TEST_DATA=1
+	      intel:off
         : test_ibeta_inv_real_concept1 ;
-run test_ibeta_inv.cpp  
+run test_ibeta_inv.cpp  ../../test/build//boost_test_exec_monitor
         : # command line
         : # input files
         : # requirements
 	      TEST_REAL_CONCEPT
 	      TEST_DATA=2
+	      intel:off
         : test_ibeta_inv_real_concept2 ;
-run test_ibeta_inv.cpp  
+run test_ibeta_inv.cpp  ../../test/build//boost_test_exec_monitor
         : # command line
         : # input files
         : # requirements
 	      TEST_REAL_CONCEPT
 	      TEST_DATA=3
+	      intel:off
         : test_ibeta_inv_real_concept3 ;
-run test_ibeta_inv.cpp  
+run test_ibeta_inv.cpp  ../../test/build//boost_test_exec_monitor
         : # command line
         : # input files
         : # requirements
 	      TEST_REAL_CONCEPT
 	      TEST_DATA=4
+	      intel:off
         : test_ibeta_inv_real_concept4 ;
-run test_ibeta_inv_ab.cpp  
+run test_ibeta_inv_ab.cpp  pch ../../test/build//boost_test_exec_monitor
         : # command line
         : # input files
         : # requirements
 	      TEST_FLOAT
+	      intel:off
         : test_ibeta_inv_ab_float ;
-run test_ibeta_inv_ab.cpp  
+run test_ibeta_inv_ab.cpp  pch ../../test/build//boost_test_exec_monitor
         : # command line
         : # input files
         : # requirements
 	      TEST_DOUBLE
+	      intel:off
         : test_ibeta_inv_ab_double ;
-run test_ibeta_inv_ab.cpp  
+run test_ibeta_inv_ab.cpp  pch ../../test/build//boost_test_exec_monitor
         : # command line
         : # input files
         : # requirements
 	      TEST_LDOUBLE
+	      intel:off
         : test_ibeta_inv_ab_long_double ;
-run test_ibeta_inv_ab.cpp  
+run test_ibeta_inv_ab.cpp  pch ../../test/build//boost_test_exec_monitor
         : # command line
         : # input files
         : # requirements
 	      TEST_REAL_CONCEPT
 	      TEST_DATA=1
+	      intel:off
         : test_ibeta_inv_ab_real_concept1 ;
-run test_ibeta_inv_ab.cpp  
+run test_ibeta_inv_ab.cpp  ../../test/build//boost_test_exec_monitor
         : # command line
         : # input files
         : # requirements
 	      TEST_REAL_CONCEPT
 	      TEST_DATA=2
+	      intel:off
         : test_ibeta_inv_ab_real_concept2 ;
-run test_ibeta_inv_ab.cpp  
+run test_ibeta_inv_ab.cpp  ../../test/build//boost_test_exec_monitor
         : # command line
         : # input files
         : # requirements
 	      TEST_REAL_CONCEPT
 	      TEST_DATA=3
+	      intel:off
         : test_ibeta_inv_ab_real_concept3 ;
-run test_igamma.cpp ;
-run test_igamma_inv.cpp  
+run test_igamma.cpp pch ../../test/build//boost_test_exec_monitor ;
+run test_igamma_inv.cpp pch  ../../test/build//boost_test_exec_monitor
         : # command line
         : # input files
         : # requirements
 	      TEST_FLOAT
+	      intel:off
         : test_igamma_inv_float ;
-run test_igamma_inv.cpp  
+run test_igamma_inv.cpp  pch ../../test/build//boost_test_exec_monitor
         : # command line
         : # input files
         : # requirements
 	      TEST_DOUBLE
+	      intel:off
         : test_igamma_inv_double ;
-run test_igamma_inv.cpp  
+run test_igamma_inv.cpp  pch ../../test/build//boost_test_exec_monitor
         : # command line
         : # input files
         : # requirements
 	      TEST_LDOUBLE
+	      intel:off
         : test_igamma_inv_long_double ;
-run test_igamma_inv.cpp  
+run test_igamma_inv.cpp  pch ../../test/build//boost_test_exec_monitor
         : # command line
         : # input files
         : # requirements
 	      TEST_REAL_CONCEPT
+	      intel:off
         : test_igamma_inv_real_concept ;
-run test_igamma_inva.cpp  
+run test_igamma_inva.cpp  pch ../../test/build//boost_test_exec_monitor
         : # command line
         : # input files
         : # requirements
 	      TEST_FLOAT
+	      intel:off
         : test_igamma_inva_float ;
-run test_igamma_inva.cpp  
+run test_igamma_inva.cpp  pch ../../test/build//boost_test_exec_monitor
         : # command line
         : # input files
         : # requirements
 	      TEST_DOUBLE
+	      intel:off
         : test_igamma_inva_double ;
-run test_igamma_inva.cpp  
+run test_igamma_inva.cpp  pch ../../test/build//boost_test_exec_monitor
         : # command line
         : # input files
         : # requirements
 	      TEST_LDOUBLE
+	      intel:off
         : test_igamma_inva_long_double ;
-run test_igamma_inva.cpp  
+run test_igamma_inva.cpp  pch ../../test/build//boost_test_exec_monitor
         : # command line
         : # input files
         : # requirements
 	      TEST_REAL_CONCEPT
+	      intel:off
         : test_igamma_inva_real_concept ;
 run test_instantiate1.cpp test_instantiate2.cpp ;
-run test_inv_hyp.cpp ;
-run test_laguerre.cpp ;
-run test_legendre.cpp ;
-run test_lognormal.cpp ;
-run test_minima.cpp ;
-run test_negative_binomial.cpp  
+run test_laplace.cpp ../../test/build//boost_unit_test_framework/static ;
+run test_inv_hyp.cpp pch ../../test/build//boost_test_exec_monitor ;
+run test_laguerre.cpp pch ../../test/build//boost_test_exec_monitor ;
+run test_legendre.cpp pch ../../test/build//boost_test_exec_monitor ;
+run test_logistic_dist.cpp ../../test/build//boost_test_exec_monitor ;
+run test_lognormal.cpp ../../test/build//boost_test_exec_monitor ;
+run test_minima.cpp pch ../../test/build//boost_test_exec_monitor ;
+run test_negative_binomial.cpp ../../test/build//boost_test_exec_monitor
         : # command line
         : # input files
         : # requirements
 	      TEST_FLOAT
+	      intel:off
         : test_negative_binomial_float ;
-run test_negative_binomial.cpp  
+run test_negative_binomial.cpp ../../test/build//boost_test_exec_monitor
         : # command line
         : # input files
         : # requirements
 	      TEST_DOUBLE
+	      intel:off
         : test_negative_binomial_double ;
-run test_negative_binomial.cpp  
+run test_negative_binomial.cpp ../../test/build//boost_test_exec_monitor
         : # command line
         : # input files
         : # requirements
 	      TEST_LDOUBLE
+	      intel:off
         : test_negative_binomial_long_double ;
-run test_negative_binomial.cpp  
+run test_negative_binomial.cpp ../../test/build//boost_test_exec_monitor
         : # command line
         : # input files
         : # requirements
 	      TEST_REAL_CONCEPT
+	      intel:off
         : test_negative_binomial_real_concept ;
-run test_next.cpp ;
-run test_nc_chi_squared.cpp  
+run test_next.cpp pch pch ../../test/build//boost_test_exec_monitor ;
+run test_nc_chi_squared.cpp  pch ../../test/build//boost_test_exec_monitor
         : # command line
         : # input files
         : # requirements
 	      TEST_FLOAT
+	      intel:off
         : test_nc_chi_squared_float ;
-run test_nc_chi_squared.cpp  
+run test_nc_chi_squared.cpp  pch ../../test/build//boost_test_exec_monitor
         : # command line
         : # input files
         : # requirements
 	      TEST_DOUBLE
+	      intel:off
         : test_nc_chi_squared_double ;
-run test_nc_chi_squared.cpp  
+run test_nc_chi_squared.cpp  pch ../../test/build//boost_test_exec_monitor
         : # command line
         : # input files
         : # requirements
 	      TEST_LDOUBLE
+	      intel:off
         : test_nc_chi_squared_long_double ;
-run test_nc_chi_squared.cpp  
+run test_nc_chi_squared.cpp  pch ../../test/build//boost_test_exec_monitor
         : # command line
         : # input files
         : # requirements
 	      TEST_REAL_CONCEPT
+	      intel:off
         : test_nc_chi_squared_real_concept ;
-run test_nc_beta.cpp  
+run test_nc_beta.cpp  pch ../../test/build//boost_test_exec_monitor
         : # command line
         : # input files
         : # requirements
 	      TEST_FLOAT
+	      intel:off
         : test_nc_beta_float ;
-run test_nc_beta.cpp  
+run test_nc_beta.cpp  pch ../../test/build//boost_test_exec_monitor
         : # command line
         : # input files
         : # requirements
 	      TEST_DOUBLE
+	      intel:off
         : test_nc_beta_double ;
-run test_nc_beta.cpp  
+run test_nc_beta.cpp  pch ../../test/build//boost_test_exec_monitor
         : # command line
         : # input files
         : # requirements
 	      TEST_LDOUBLE
+	      intel:off
         : test_nc_beta_long_double ;
-run test_nc_beta.cpp  
+run test_nc_beta.cpp  pch ../../test/build//boost_test_exec_monitor
         : # command line
         : # input files
         : # requirements
 	      TEST_REAL_CONCEPT
 	      TEST_DATA=1
+	      intel:off
         : test_nc_beta_real_concept1 ;
-run test_nc_beta.cpp  
+run test_nc_beta.cpp  ../../test/build//boost_test_exec_monitor
         : # command line
         : # input files
         : # requirements
 	      TEST_REAL_CONCEPT
 	      TEST_DATA=2
+	      intel:off
         : test_nc_beta_real_concept2 ;
-run test_nc_f.cpp ;
-run test_nc_t.cpp  
+run test_nc_f.cpp pch ../../test/build//boost_test_exec_monitor ;
+run test_nc_t.cpp  pch ../../test/build//boost_test_exec_monitor
         : # command line
         : # input files
         : # requirements
 	      TEST_FLOAT
+	      intel:off
         : test_nc_t_float ;
-run test_nc_t.cpp  
+run test_nc_t.cpp  pch ../../test/build//boost_test_exec_monitor
         : # command line
         : # input files
         : # requirements
 	      TEST_DOUBLE
+	      intel:off
         : test_nc_t_double ;
-run test_nc_t.cpp  
+run test_nc_t.cpp  pch ../../test/build//boost_test_exec_monitor
         : # command line
         : # input files
         : # requirements
 	      TEST_LDOUBLE
+	      intel:off
         : test_nc_t_long_double ;
-run test_nc_t.cpp  
+run test_nc_t.cpp  pch ../../test/build//boost_test_exec_monitor
         : # command line
         : # input files
         : # requirements
 	      TEST_REAL_CONCEPT
+	      intel:off
         : test_nc_t_real_concept ;
-run test_normal.cpp ;
-run test_pareto.cpp ;
-run test_poisson.cpp  
+run test_normal.cpp pch ../../test/build//boost_test_exec_monitor ;
+run test_pareto.cpp ../../test/build//boost_test_exec_monitor ;
+run test_poisson.cpp ../../test/build//boost_test_exec_monitor 
         : # command line
         : # input files
         : # requirements
 	      TEST_FLOAT
+	      intel:off
         : test_poisson_float ;
-run test_poisson.cpp  
+run test_poisson.cpp  ../../test/build//boost_test_exec_monitor
         : # command line
         : # input files
         : # requirements
 	      TEST_DOUBLE
+	      intel:off
         : test_poisson_double ;
-run test_poisson.cpp  
+run test_poisson.cpp  ../../test/build//boost_test_exec_monitor
         : # command line
         : # input files
         : # requirements
 	      TEST_LDOUBLE
+	      intel:off
         : test_poisson_long_double ;
-run test_poisson.cpp  
+run test_poisson.cpp  ../../test/build//boost_test_exec_monitor
         : # command line
         : # input files
         : # requirements
 	      TEST_REAL_CONCEPT
+	      intel:off
         : test_poisson_real_concept ;
-run test_rayleigh.cpp ;
+run test_rayleigh.cpp ../../test/build//boost_test_exec_monitor ;
 
-run test_rationals.cpp 
+run test_rationals.cpp ../../test/build//boost_test_exec_monitor 
 test_rational_instances/test_rational_double1.cpp
 test_rational_instances/test_rational_double2.cpp
 test_rational_instances/test_rational_double3.cpp
@@ -482,114 +598,122 @@ test_rational_instances/test_rational_real_concept4.cpp
 test_rational_instances/test_rational_real_concept5.cpp
 ;
 
-run test_remez.cpp ;
-run test_roots.cpp ;
-run test_round.cpp ;
-run test_spherical_harmonic.cpp ;
-run test_students_t.cpp ;
-run test_tgamma_ratio.cpp ;
-run test_toms748_solve.cpp ;
-run test_triangular.cpp ;
-run test_uniform.cpp ;
-run test_weibull.cpp ;
-run test_zeta.cpp ;
+run test_remez.cpp pch ../../test/build//boost_test_exec_monitor ;
+run test_roots.cpp pch ../../test/build//boost_test_exec_monitor ;
+run test_round.cpp pch ../../test/build//boost_test_exec_monitor ;
+run test_spherical_harmonic.cpp pch ../../test/build//boost_test_exec_monitor ;
+run test_students_t.cpp ../../test/build//boost_test_exec_monitor ;
+run test_sign.cpp ../../test/build//boost_test_exec_monitor ;
+run test_tgamma_ratio.cpp pch ../../test/build//boost_test_exec_monitor ;
+run test_toms748_solve.cpp pch ../../test/build//boost_test_exec_monitor ;
+run test_triangular.cpp pch ../../test/build//boost_test_exec_monitor ;
+run test_uniform.cpp pch ../../test/build//boost_test_exec_monitor ;
+run test_weibull.cpp ../../test/build//boost_test_exec_monitor ;
+run test_zeta.cpp pch ../../test/build//boost_test_exec_monitor ;
 
-run test_policy.cpp ;
-run test_policy_2.cpp ;
-run test_policy_3.cpp ;
-run test_policy_4.cpp ;
-run test_policy_5.cpp ;
-run test_policy_6.cpp ;
-run test_policy_7.cpp ;
-run test_policy_sf.cpp ;
+run test_policy.cpp ../../test/build//boost_test_exec_monitor ;
+run test_policy_2.cpp ../../test/build//boost_test_exec_monitor ;
+run test_policy_3.cpp ../../test/build//boost_test_exec_monitor ;
+run test_policy_4.cpp ../../test/build//boost_test_exec_monitor ;
+run test_policy_5.cpp ../../test/build//boost_test_exec_monitor ;
+run test_policy_6.cpp ../../test/build//boost_test_exec_monitor ;
+run test_policy_7.cpp ../../test/build//boost_test_exec_monitor ;
+run test_policy_8.cpp ../../test/build//boost_test_exec_monitor ;
+run test_policy_sf.cpp ../../test/build//boost_test_exec_monitor ;
 
 run test_tr1.cpp
    ../build//boost_math_tr1
    ../build//boost_math_tr1f
    ../build//boost_math_c99
    ../build//boost_math_c99f
+   ../../test/build//boost_test_exec_monitor 
    ;
 
 run test_tr1.cpp
    ../build//boost_math_tr1l 
    ../build//boost_math_c99l 
+   ../../test/build//boost_test_exec_monitor 
    : : :
    TEST_LD=1
+   ../config//has_long_double_support
    :
    test_tr1_long_double
    ;
-
-compile  compile_test/compl_abs_incl_test.cpp ;
-compile  compile_test/compl_acos_incl_test.cpp ;
-compile  compile_test/compl_acosh_incl_test.cpp ;
-compile  compile_test/compl_asin_incl_test.cpp ;
-compile  compile_test/compl_asinh_incl_test.cpp ;
-compile  compile_test/compl_atan_incl_test.cpp ;
-compile  compile_test/compl_atanh_incl_test.cpp ;
-compile  compile_test/dist_bernoulli_incl_test.cpp ;
-compile  compile_test/dist_beta_incl_test.cpp ;
-compile  compile_test/dist_binomial_incl_test.cpp ;
-compile  compile_test/dist_cauchy_incl_test.cpp ;
-compile  compile_test/dist_chi_squared_incl_test.cpp ;
-compile  compile_test/dist_complement_incl_test.cpp ;
-compile  compile_test/dist_exponential_incl_test.cpp ;
-compile  compile_test/dist_extreme_val_incl_test.cpp ;
-compile  compile_test/dist_find_location_incl_test.cpp ;
-compile  compile_test/dist_find_scale_incl_test.cpp ;
-compile  compile_test/dist_fisher_f_incl_test.cpp ;
-compile  compile_test/dist_gamma_incl_test.cpp ;
-compile  compile_test/dist_lognormal_incl_test.cpp ;
-compile  compile_test/dist_neg_binom_incl_test.cpp ;
-compile  compile_test/dist_nc_chi_squ_incl_test.cpp ;
-compile  compile_test/dist_nc_beta_incl_test.cpp ;
-compile  compile_test/dist_nc_f_incl_test.cpp ;
-compile  compile_test/dist_nc_t_incl_test.cpp ;
-compile  compile_test/dist_normal_incl_test.cpp ;
-compile  compile_test/dist_poisson_incl_test.cpp ;
-compile  compile_test/dist_students_t_incl_test.cpp ;
-compile  compile_test/dist_triangular_incl_test.cpp ;
-compile  compile_test/dist_uniform_incl_test.cpp ;
-compile  compile_test/dist_weibull_incl_test.cpp ;
-compile  compile_test/distribution_concept_check.cpp ;
-compile  compile_test/sf_beta_incl_test.cpp ;
-compile  compile_test/sf_bessel_incl_test.cpp ;
-compile  compile_test/sf_binomial_incl_test.cpp ;
-compile  compile_test/sf_cbrt_incl_test.cpp ;
-compile  compile_test/sf_cos_pi_incl_test.cpp ;
-compile  compile_test/sf_digamma_incl_test.cpp ;
-compile  compile_test/sf_ellint_1_incl_test.cpp ;
-compile  compile_test/sf_ellint_2_incl_test.cpp ;
-compile  compile_test/sf_ellint_3_incl_test.cpp ;
-compile  compile_test/sf_ellint_rc_incl_test.cpp ;
-compile  compile_test/sf_ellint_rd_incl_test.cpp ;
-compile  compile_test/sf_ellint_rf_incl_test.cpp ;
-compile  compile_test/sf_ellint_rj_incl_test.cpp ;
-compile  compile_test/sf_erf_incl_test.cpp ;
-compile  compile_test/sf_expint_incl_test.cpp ;
-compile  compile_test/sf_expm1_incl_test.cpp ;
-compile  compile_test/sf_factorials_incl_test.cpp ;
-compile  compile_test/sf_fpclassify_incl_test.cpp ;
-compile  compile_test/sf_gamma_incl_test.cpp ;
-compile  compile_test/sf_hermite_incl_test.cpp ;
-compile  compile_test/sf_hypot_incl_test.cpp ;
-compile  compile_test/sf_laguerre_incl_test.cpp ;
+   
+run  compile_test/compl_abs_incl_test.cpp compile_test/main.cpp ;
+run  compile_test/compl_acos_incl_test.cpp compile_test/main.cpp ;
+run  compile_test/compl_acosh_incl_test.cpp compile_test/main.cpp ;
+run  compile_test/compl_asin_incl_test.cpp compile_test/main.cpp ;
+run  compile_test/compl_asinh_incl_test.cpp compile_test/main.cpp ;
+run  compile_test/compl_atan_incl_test.cpp compile_test/main.cpp ;
+run  compile_test/compl_atanh_incl_test.cpp compile_test/main.cpp ;
+run  compile_test/dist_bernoulli_incl_test.cpp compile_test/main.cpp ;
+run  compile_test/dist_beta_incl_test.cpp compile_test/main.cpp ;
+run  compile_test/dist_binomial_incl_test.cpp compile_test/main.cpp ;
+run  compile_test/dist_cauchy_incl_test.cpp compile_test/main.cpp ;
+run  compile_test/dist_chi_squared_incl_test.cpp compile_test/main.cpp ;
+run  compile_test/dist_complement_incl_test.cpp compile_test/main.cpp ;
+run  compile_test/dist_exponential_incl_test.cpp compile_test/main.cpp ;
+run  compile_test/dist_extreme_val_incl_test.cpp compile_test/main.cpp ;
+run  compile_test/dist_find_location_incl_test.cpp compile_test/main.cpp ;
+run  compile_test/dist_find_scale_incl_test.cpp compile_test/main.cpp ;
+run  compile_test/dist_fisher_f_incl_test.cpp compile_test/main.cpp ;
+run  compile_test/dist_gamma_incl_test.cpp compile_test/main.cpp ;
+run  compile_test/dist_hypergeo_incl_test.cpp compile_test/main.cpp ;
+run  compile_test/dist_laplace_incl_test.cpp compile_test/main.cpp ;
+run  compile_test/dist_logistic_incl_test.cpp compile_test/main.cpp ;
+run  compile_test/dist_lognormal_incl_test.cpp compile_test/main.cpp ;
+run  compile_test/dist_neg_binom_incl_test.cpp compile_test/main.cpp ;
+run  compile_test/dist_nc_chi_squ_incl_test.cpp compile_test/main.cpp ;
+run  compile_test/dist_nc_beta_incl_test.cpp compile_test/main.cpp ;
+run  compile_test/dist_nc_f_incl_test.cpp compile_test/main.cpp ;
+run  compile_test/dist_nc_t_incl_test.cpp compile_test/main.cpp ;
+run  compile_test/dist_normal_incl_test.cpp compile_test/main.cpp ;
+run  compile_test/dist_poisson_incl_test.cpp compile_test/main.cpp ;
+run  compile_test/dist_students_t_incl_test.cpp compile_test/main.cpp ;
+run  compile_test/dist_triangular_incl_test.cpp compile_test/main.cpp ;
+run  compile_test/dist_uniform_incl_test.cpp compile_test/main.cpp ;
+run  compile_test/dist_weibull_incl_test.cpp compile_test/main.cpp ;
+run  compile_test/distribution_concept_check.cpp ;
+run  compile_test/sf_beta_incl_test.cpp compile_test/main.cpp ;
+run  compile_test/sf_bessel_incl_test.cpp compile_test/main.cpp ;
+run  compile_test/sf_binomial_incl_test.cpp compile_test/main.cpp ;
+run  compile_test/sf_cbrt_incl_test.cpp compile_test/main.cpp ;
+run  compile_test/sf_cos_pi_incl_test.cpp compile_test/main.cpp ;
+run  compile_test/sf_digamma_incl_test.cpp compile_test/main.cpp ;
+run  compile_test/sf_ellint_1_incl_test.cpp compile_test/main.cpp ;
+run  compile_test/sf_ellint_2_incl_test.cpp compile_test/main.cpp ;
+run  compile_test/sf_ellint_3_incl_test.cpp compile_test/main.cpp ;
+run  compile_test/sf_ellint_rc_incl_test.cpp compile_test/main.cpp ;
+run  compile_test/sf_ellint_rd_incl_test.cpp compile_test/main.cpp ;
+run  compile_test/sf_ellint_rf_incl_test.cpp compile_test/main.cpp ;
+run  compile_test/sf_ellint_rj_incl_test.cpp compile_test/main.cpp ;
+run  compile_test/sf_erf_incl_test.cpp compile_test/main.cpp ;
+run  compile_test/sf_expint_incl_test.cpp compile_test/main.cpp ;
+run  compile_test/sf_expm1_incl_test.cpp compile_test/main.cpp ;
+run  compile_test/sf_factorials_incl_test.cpp compile_test/main.cpp ;
+run  compile_test/sf_fpclassify_incl_test.cpp compile_test/main.cpp ;
+run  compile_test/sf_gamma_incl_test.cpp compile_test/main.cpp ;
+run  compile_test/sf_hermite_incl_test.cpp compile_test/main.cpp ;
+run  compile_test/sf_hypot_incl_test.cpp compile_test/main.cpp ;
+run  compile_test/sf_laguerre_incl_test.cpp compile_test/main.cpp ;
 compile  compile_test/sf_lanczos_incl_test.cpp ;
-compile  compile_test/sf_legendre_incl_test.cpp ;
-compile  compile_test/sf_log1p_incl_test.cpp ;
+run  compile_test/sf_legendre_incl_test.cpp compile_test/main.cpp ;
+run  compile_test/sf_log1p_incl_test.cpp compile_test/main.cpp ;
 compile  compile_test/sf_math_fwd_incl_test.cpp ;
-compile  compile_test/sf_modf_incl_test.cpp ;
-compile  compile_test/sf_next_incl_test.cpp ;
-compile  compile_test/sf_powm1_incl_test.cpp ;
-compile  compile_test/sf_round_incl_test.cpp ;
-compile  compile_test/sf_sign_incl_test.cpp ;
-compile  compile_test/sf_sin_pi_incl_test.cpp ;
-compile  compile_test/sf_sinc_incl_test.cpp ;
-compile  compile_test/sf_sinhc_incl_test.cpp ;
-compile  compile_test/sf_sph_harm_incl_test.cpp ;
-compile  compile_test/sf_sqrt1pm1_incl_test.cpp ;
-compile  compile_test/sf_trunc_incl_test.cpp ;
-compile  compile_test/sf_zeta_incl_test.cpp ;
-compile  compile_test/std_real_concept_check.cpp ;
+run  compile_test/sf_modf_incl_test.cpp compile_test/main.cpp ;
+run  compile_test/sf_next_incl_test.cpp compile_test/main.cpp ;
+run  compile_test/sf_powm1_incl_test.cpp compile_test/main.cpp ;
+run  compile_test/sf_round_incl_test.cpp compile_test/main.cpp ;
+run  compile_test/sf_sign_incl_test.cpp compile_test/main.cpp ;
+run  compile_test/sf_sin_pi_incl_test.cpp compile_test/main.cpp ;
+run  compile_test/sf_sinc_incl_test.cpp compile_test/main.cpp ;
+run  compile_test/sf_sinhc_incl_test.cpp compile_test/main.cpp ;
+run  compile_test/sf_sph_harm_incl_test.cpp compile_test/main.cpp ;
+run  compile_test/sf_sqrt1pm1_incl_test.cpp compile_test/main.cpp ;
+run  compile_test/sf_trunc_incl_test.cpp compile_test/main.cpp ;
+run  compile_test/sf_zeta_incl_test.cpp compile_test/main.cpp ;
+run  compile_test/std_real_concept_check.cpp ;
 compile  compile_test/test_traits.cpp ;
 compile  compile_test/tools_config_inc_test.cpp ;
 compile  compile_test/tools_fraction_inc_test.cpp ;
@@ -621,5 +745,12 @@ run ../quaternion/quaternion_mult_incl_test.cpp
     ../quaternion/quaternion_mi2.cpp
     ../../test/build//boost_unit_test_framework/static ;
 
-run complex_test.cpp ;
+run complex_test.cpp ../../test/build//boost_test_exec_monitor ;
+
+compile ntl_concept_check.cpp : ../config//has_ntl_rr ;
+compile mpfr_concept_check.cpp : ../config//has_mpfr_class ;
+
+build-project ../example ;
+
+
 
diff --git a/test/compile_test/dist_find_location_incl_test.cpp b/test/compile_test/dist_find_location_incl_test.cpp
index 7d6c2796e..b7f09fbb3 100644
--- a/test/compile_test/dist_find_location_incl_test.cpp
+++ b/test/compile_test/dist_find_location_incl_test.cpp
@@ -7,4 +7,55 @@
 // #includes all the files that it needs to.
 //
 #include 
+//
+// Note this header includes no other headers, this is
+// important if this test is to be meaningful:
+//
+#include "test_compile_result.hpp"
 
+template  >
+class test_distribution
+{
+public:
+   typedef T value_type;
+   typedef Policy policy_type;
+   test_distribution(){}
+};
+
+template 
+T quantile(const test_distribution&, T)
+{
+   return 0;
+}
+
+template 
+T quantile(const boost::math::complemented2_type, T>&)
+{
+   return 0;
+}
+
+namespace boost{ namespace math{ namespace tools{
+
+   template  struct is_distribution > : public mpl::true_{};
+   template  struct is_scaled_distribution > : public mpl::true_{};
+
+}}}
+
+void check()
+{
+   check_result(boost::math::find_location >(f, f, f, boost::math::policies::policy<>()));
+   check_result(boost::math::find_location >(d, d, d, boost::math::policies::policy<>()));
+   check_result(boost::math::find_location >(l, l, l, boost::math::policies::policy<>()));
+
+   check_result(boost::math::find_location >(f, f, f));
+   check_result(boost::math::find_location >(d, d, d));
+   check_result(boost::math::find_location >(l, l, l));
+
+   check_result(boost::math::find_location >(boost::math::complement(f, f, f, boost::math::policies::policy<>())));
+   check_result(boost::math::find_location >(boost::math::complement(d, d, d, boost::math::policies::policy<>())));
+   check_result(boost::math::find_location >(boost::math::complement(l, l, l, boost::math::policies::policy<>())));
+
+   check_result(boost::math::find_location >(boost::math::complement(f, f, f)));
+   check_result(boost::math::find_location >(boost::math::complement(d, d, d)));
+   check_result(boost::math::find_location >(boost::math::complement(l, l, l)));
+}
diff --git a/test/compile_test/dist_find_scale_incl_test.cpp b/test/compile_test/dist_find_scale_incl_test.cpp
index 03878ed99..6aac022c5 100644
--- a/test/compile_test/dist_find_scale_incl_test.cpp
+++ b/test/compile_test/dist_find_scale_incl_test.cpp
@@ -7,4 +7,56 @@
 // #includes all the files that it needs to.
 //
 #include 
+//
+// Note this header includes no other headers, this is
+// important if this test is to be meaningful:
+//
+#include "test_compile_result.hpp"
+
+template  >
+class test_distribution
+{
+public:
+   typedef T value_type;
+   typedef Policy policy_type;
+   test_distribution(){}
+};
+
+template 
+T quantile(const test_distribution&, T)
+{
+   return 0;
+}
+
+template 
+T quantile(const boost::math::complemented2_type, T>&)
+{
+   return 0;
+}
+
+namespace boost{ namespace math{ namespace tools{
+
+   template  struct is_distribution > : public mpl::true_{};
+   template  struct is_scaled_distribution > : public mpl::true_{};
+
+}}}
+
+void check()
+{
+   check_result(boost::math::find_scale >(f, f, f, boost::math::policies::policy<>()));
+   check_result(boost::math::find_scale >(d, d, d, boost::math::policies::policy<>()));
+   check_result(boost::math::find_scale >(l, l, l, boost::math::policies::policy<>()));
+
+   check_result(boost::math::find_scale >(f, f, f));
+   check_result(boost::math::find_scale >(d, d, d));
+   check_result(boost::math::find_scale >(l, l, l));
+
+   check_result(boost::math::find_scale >(boost::math::complement(f, f, f, boost::math::policies::policy<>())));
+   check_result(boost::math::find_scale >(boost::math::complement(d, d, d, boost::math::policies::policy<>())));
+   check_result(boost::math::find_scale >(boost::math::complement(l, l, l, boost::math::policies::policy<>())));
+
+   check_result(boost::math::find_scale >(boost::math::complement(f, f, f)));
+   check_result(boost::math::find_scale >(boost::math::complement(d, d, d)));
+   check_result(boost::math::find_scale >(boost::math::complement(l, l, l)));
+}
 
diff --git a/test/compile_test/dist_hypergeo_incl_test.cpp b/test/compile_test/dist_hypergeo_incl_test.cpp
new file mode 100644
index 000000000..970961625
--- /dev/null
+++ b/test/compile_test/dist_hypergeo_incl_test.cpp
@@ -0,0 +1,25 @@
+//  Copyright John Maddock 2008.
+//  Use, modification and distribution are subject to the
+//  Boost Software License, Version 1.0. (See accompanying file
+//  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
+//
+// Basic sanity check that header 
+// #includes all the files that it needs to.
+//
+#include 
+//
+// Note this header includes no other headers, this is
+// important if this test is to be meaningful:
+//
+#include "test_compile_result.hpp"
+
+void check()
+{
+   TEST_DIST_FUNC(hypergeometric)
+}
+
+template class boost::math::hypergeometric_distribution >;
+template class boost::math::hypergeometric_distribution >;
+#ifndef BOOST_MATH_NO_LONG_DOUBLE_MATH_FUNCTIONS
+template class boost::math::hypergeometric_distribution >;
+#endif
diff --git a/test/compile_test/dist_laplace_incl_test.cpp b/test/compile_test/dist_laplace_incl_test.cpp
new file mode 100644
index 000000000..0bed99b81
--- /dev/null
+++ b/test/compile_test/dist_laplace_incl_test.cpp
@@ -0,0 +1,25 @@
+//  Copyright John Maddock 2008.
+//  Use, modification and distribution are subject to the
+//  Boost Software License, Version 1.0. (See accompanying file
+//  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
+//
+// Basic sanity check that header 
+// #includes all the files that it needs to.
+//
+#include 
+//
+// Note this header includes no other headers, this is
+// important if this test is to be meaningful:
+//
+#include "test_compile_result.hpp"
+
+void check()
+{
+   TEST_DIST_FUNC(laplace)
+}
+
+template class boost::math::laplace_distribution >;
+template class boost::math::laplace_distribution >;
+#ifndef BOOST_MATH_NO_LONG_DOUBLE_MATH_FUNCTIONS
+template class boost::math::laplace_distribution >;
+#endif
diff --git a/test/compile_test/dist_logistic_incl_test.cpp b/test/compile_test/dist_logistic_incl_test.cpp
new file mode 100644
index 000000000..ef12997d4
--- /dev/null
+++ b/test/compile_test/dist_logistic_incl_test.cpp
@@ -0,0 +1,25 @@
+//  Copyright John Maddock 2008.
+//  Use, modification and distribution are subject to the
+//  Boost Software License, Version 1.0. (See accompanying file
+//  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
+//
+// Basic sanity check that header 
+// #includes all the files that it needs to.
+//
+#include 
+//
+// Note this header includes no other headers, this is
+// important if this test is to be meaningful:
+//
+#include "test_compile_result.hpp"
+
+void check()
+{
+   TEST_DIST_FUNC(logistic)
+}
+
+template class boost::math::logistic_distribution >;
+template class boost::math::logistic_distribution >;
+#ifndef BOOST_MATH_NO_LONG_DOUBLE_MATH_FUNCTIONS
+template class boost::math::logistic_distribution >;
+#endif
diff --git a/test/compile_test/dist_nc_beta_incl_test.cpp b/test/compile_test/dist_nc_beta_incl_test.cpp
index 3f2bb07e3..91b4baf29 100644
--- a/test/compile_test/dist_nc_beta_incl_test.cpp
+++ b/test/compile_test/dist_nc_beta_incl_test.cpp
@@ -17,19 +17,34 @@
 namespace boost{ namespace math{
 
 template 
-T mean(const non_central_beta_distribution&);
+T mean(const non_central_beta_distribution&)
+{
+   return 0;
+}
 
 template 
-T variance(const non_central_beta_distribution&);
+T variance(const non_central_beta_distribution&)
+{
+   return 0;
+}
 
 template 
-T skewness(const non_central_beta_distribution&);
+T skewness(const non_central_beta_distribution&)
+{
+   return 0;
+}
 
 template 
-T kurtosis(const non_central_beta_distribution&);
+T kurtosis(const non_central_beta_distribution&)
+{
+   return 0;
+}
 
 template 
-T kurtosis_excess(const non_central_beta_distribution&);
+T kurtosis_excess(const non_central_beta_distribution&)
+{
+   return 0;
+}
 
 }}
 
diff --git a/test/compile_test/instantiate.hpp b/test/compile_test/instantiate.hpp
index c9e90a89f..ff2152033 100644
--- a/test/compile_test/instantiate.hpp
+++ b/test/compile_test/instantiate.hpp
@@ -68,6 +68,8 @@ void instantiate(RealType)
    function_requires > >();
    function_requires > >();
    function_requires > >();
+   function_requires > >();
+   function_requires > >();
    function_requires > >();
    function_requires > >();
    function_requires > >();
@@ -82,6 +84,7 @@ void instantiate(RealType)
    function_requires > >();
    function_requires > >();
    function_requires > >();
+   function_requires > >();
 #ifndef BOOST_MATH_INSTANTIATE_MINIMUM
    function_requires > >();
    function_requires > >();
@@ -92,6 +95,7 @@ void instantiate(RealType)
    function_requires > >();
    function_requires > >();
    function_requires > >();
+   function_requires > >();
    function_requires > >();
    function_requires > >();
    function_requires > >();
@@ -107,6 +111,7 @@ void instantiate(RealType)
    function_requires > >();
    function_requires > >();
    function_requires > >();
+   function_requires > >();
 
    function_requires >();
    function_requires >();
@@ -117,6 +122,7 @@ void instantiate(RealType)
    function_requires >();
    function_requires >();
    function_requires >();
+   function_requires >();
    function_requires >();
    function_requires >();
    function_requires >();
@@ -131,6 +137,7 @@ void instantiate(RealType)
    function_requires >();
    function_requires >();
    function_requires >();
+   function_requires >();
 #endif
    int i;
    RealType v1(0.5), v2(0.5), v3(0.5);
diff --git a/test/compile_test/main.cpp b/test/compile_test/main.cpp
new file mode 100644
index 000000000..ab6f86c03
--- /dev/null
+++ b/test/compile_test/main.cpp
@@ -0,0 +1,13 @@
+//  Copyright John Maddock 2009.
+//  Use, modification and distribution are subject to the
+//  Boost Software License, Version 1.0. (See accompanying file
+//  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
+
+extern void check();
+
+int main(int argc, char* /*argv*/ [])
+{
+   if(argc > 1000)
+      check(); // should never actually be called.
+   return 0;
+}
diff --git a/test/compile_test/sf_next_incl_test.cpp b/test/compile_test/sf_next_incl_test.cpp
index d491b1720..adea18c59 100644
--- a/test/compile_test/sf_next_incl_test.cpp
+++ b/test/compile_test/sf_next_incl_test.cpp
@@ -39,4 +39,10 @@ void check()
    check_result(boost::math::float_distance(l, l));
 #endif
 
+   check_result(boost::math::float_advance(f, 2));
+   check_result(boost::math::float_advance(d, 2));
+#ifndef BOOST_MATH_NO_LONG_DOUBLE_MATH_FUNCTIONS
+   check_result(boost::math::float_advance(l, 2));
+#endif
+
 }
diff --git a/test/compile_test/std_real_concept_check.cpp b/test/compile_test/std_real_concept_check.cpp
index 10b407d44..0cae11a12 100644
--- a/test/compile_test/std_real_concept_check.cpp
+++ b/test/compile_test/std_real_concept_check.cpp
@@ -191,10 +191,11 @@ struct numeric_limits
 
 
 
-int main()
+int main(int argc, char*[])
 {
 #ifndef BOOST_MATH_NO_LONG_DOUBLE_MATH_FUNCTIONS
-   instantiate(boost::math::concepts::std_real_concept(0));
+   if(argc > 1000)
+      instantiate(boost::math::concepts::std_real_concept(0));
 #endif
 }
 
diff --git a/test/compile_test/test_compile_result.hpp b/test/compile_test/test_compile_result.hpp
index b3e331b81..2171f57a2 100644
--- a/test/compile_test/test_compile_result.hpp
+++ b/test/compile_test/test_compile_result.hpp
@@ -42,6 +42,18 @@ inline void check_result(T2)
    return check_result_imp(a, b);
 }
 
+union max_align_type
+{
+   char c;
+   short s;
+   int i;
+   long l;
+   double d;
+   long double ld;
+#ifdef BOOST_HAS_LONG_LONG
+   long long ll;
+#endif
+};
 
 template 
 struct DistributionConcept
@@ -115,7 +127,15 @@ struct DistributionConcept
       check_result(chf(dist, li));
    }
 private:
-   static Distribution* get_object_p();
+   static void* storage()
+   {
+      static max_align_type storage[sizeof(Distribution)];
+      return storage;
+   }
+   static Distribution* get_object_p()
+   {
+      return static_cast(storage());
+   }
    static Distribution& get_object()
    {
       // will never get called:
diff --git a/test/complex_test.cpp b/test/complex_test.cpp
index 789ba6088..8c619d535 100644
--- a/test/complex_test.cpp
+++ b/test/complex_test.cpp
@@ -4,7 +4,7 @@
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 
 #include 
-#include 
+#include 
 #include 
 #include 
 #include 
diff --git a/test/hypergeometric_dist_data2.ipp b/test/hypergeometric_dist_data2.ipp
new file mode 100644
index 000000000..ec451fba5
--- /dev/null
+++ b/test/hypergeometric_dist_data2.ipp
@@ -0,0 +1,1557 @@
+// Copyright John Maddock 2008
+// Use, modification and distribution are subject to the
+// Boost Software License, Version 1.0.
+// (See accompanying file LICENSE_1_0.txt
+// or copy at http://www.boost.org/LICENSE_1_0.txt)
+//
+// High precision test data generated with NTL::RR at 1000 bit presision, a few values
+// (5) are commented out as they are too close to numeric_limits::min(), to expect
+// our implementation to cope :-(
+//
+#define SC_(x) static_cast(BOOST_JOIN(x, L))
+   static const boost::array, 1542-5> hypergeometric_dist_data2 = {{
+      { SC_(3), SC_(3), SC_(4), SC_(3), SC_(0.25), SC_(1), SC_(0) }, 
+      { SC_(3), SC_(3), SC_(15), SC_(1), SC_(0.4351648351648351648351648351648351648351648351648351648351648351648351648351648351648351648351648352), SC_(0.9186813186813186813186813186813186813186813186813186813186813186813186813186813186813186813186813187), SC_(0.08131868131868131868131868131868131868131868131868131868131868131868131868131868131868131868131868132) }, 
+      { SC_(3), SC_(3), SC_(29), SC_(1), SC_(0.2668308702791461412151067323481116584564860426929392446633825944170771756978653530377668308702791461), SC_(0.9783798576902025177887246852764094143404488232074438970990695128626163108921729611384783798576902025), SC_(0.02162014230979748221127531472359058565955117679255610290093048713738368910782703886152162014230979748) }, 
+      { SC_(3), SC_(3), SC_(36), SC_(0), SC_(0.7641456582633053221288515406162464985994397759103641456582633053221288515406162464985994397759103641), SC_(0.7641456582633053221288515406162464985994397759103641456582633053221288515406162464985994397759103641), SC_(0.2358543417366946778711484593837535014005602240896358543417366946778711484593837535014005602240896359) }, 
+      { SC_(3), SC_(3), SC_(126), SC_(1), SC_(0.06915207373271889400921658986175115207373271889400921658986175115207373271889400921658986175115207373), SC_(0.9988632872503840245775729646697388632872503840245775729646697388632872503840245775729646697388632873), SC_(0.00113671274961597542242703533026113671274961597542242703533026113671274961597542242703533026113671275) }, 
+      { SC_(3), SC_(3), SC_(244), SC_(1), SC_(0.03627933583224194252510198858932092911228529708410483373225549082479037769648797964744313477547456683), SC_(0.9996972540440001940250325744612878244274170752064443072888179693942237409698909947295441582575213971), SC_(0.000302745955999805974967425538712175572582924793555692711182030605776259030109005270455841742478602886) }, 
+      { SC_(3), SC_(3), SC_(312), SC_(1), SC_(0.02847574062696975257912919981170162686602889901302928997151588169117471057103875276264032617108024223), SC_(0.9998148931247157572227585711664126766294591209019172923332242904901342822720273192215936744512618385), SC_(0.0001851068752842427772414288335873233705408790980827076667757095098657177279726807784063255487381615377) }, 
+      { SC_(3), SC_(3), SC_(835), SC_(2), SC_(0.2581655589043871544223599921164347357001646994902729971495771013355154666872564732609107917496038177e-4), SC_(0.999999989656828569535771056796474674822326294063914283242267742404763568288643161568250269995561228), SC_(0.1034317143046422894320352532517767370593608571675773225759523643171135683843174973000443877201938372e-7) }, 
+      { SC_(3), SC_(3), SC_(1339), SC_(2), SC_(0.1003947183170306346342155134292225965295905454265948800011213749375291485656947505252493605792007758e-4), SC_(0.9999999974951417585571198943559003635423503859882598446458363273173309646325062733110092184319021812), SC_(0.2504858241442880105644099636457649614011740155354163672682669035367493726688990781568097818842334726e-8) }, 
+      { SC_(3), SC_(3), SC_(2247), SC_(0), SC_(0.9959982256598179603781831335142372603637685458403018690405199622630601323646210027212323518973270201), SC_(0.9959982256598179603781831335142372603637685458403018690405199622630601323646210027212323518973270201), SC_(0.004001774340182039621816866485762739636231454159698130959480037736939867635378997278767648102672979931) }, 
+      { SC_(3), SC_(3), SC_(6337), SC_(3), SC_(0.2358879496308800831829226846824974806129072443631243697852416096666081626809510143119559709141024524e-10), SC_(1), SC_(0) }, 
+      { SC_(3), SC_(3), SC_(10473), SC_(0), SC_(0.9991408114976269951015415508516841451171918547688566755322788787348098070250189775285068875184289701), SC_(0.9991408114976269951015415508516841451171918547688566755322788787348098070250189775285068875184289701), SC_(0.0008591885023730048984584491483158548828081452311433244677211212651901929749810224714931124815710299385) }, 
+      { SC_(3), SC_(3), SC_(19470), SC_(1), SC_(0.0004621546458171547706035663976460440873902809077223878291601948898604009482839619586692293887835934892), SC_(0.9999999525159191114148724475287847286487033774428645094517372539046053407646527981249525685746332899), SC_(0.474840808885851275524712152713512966225571354905482627460953946592353472018750474314253667100720009e-7) }, 
+      { SC_(3), SC_(3), SC_(50688), SC_(1), SC_(0.000177542806299746271839033476123055921258690574273239708494936745387243192897196272502864976921637669), SC_(0.9999999929940820013404761079588834178272825101176741447805926107966813260382970495239146011235174132), SC_(0.7005917998659523892041116582172717489882325855219407389203318673961702950476085398876482586792219422e-8) }, 
+      { SC_(3), SC_(3), SC_(130605), SC_(0), SC_(0.9999310909828938264780256376352712049908502603854155913311921295205351793875440461586537741274280803), SC_(0.9999310909828938264780256376352712049908502603854155913311921295205351793875440461586537741274280803), SC_(0.6890901710617352197436236472879500914973961458440866880787047946482061245595384134622587257191965793e-4) }, 
+      { SC_(3), SC_(3), SC_(256574), SC_(3), SC_(0.3552371635159513860325600038240152740963615324848620192169438646974730526842238040838310286570387811e-15), SC_(1), SC_(0) }, 
+      { SC_(3), SC_(3), SC_(523360), SC_(0), SC_(0.9999828034897454825588550340971601268382643851743865821447352933652727689275377226040612992775727358), SC_(0.9999828034897454825588550340971601268382643851743865821447352933652727689275377226040612992775727358), SC_(0.1719651025451744114496590283987316173561482561341785526470663472723107246227739593870072242726417493e-4) }, 
+      { SC_(3), SC_(3), SC_(1030167), SC_(0), SC_(0.9999912635693755541371926426083995287806774581972598520754866150606576927567956450750202377959147594), SC_(0.9999912635693755541371926426083995287806774581972598520754866150606576927567956450750202377959147594), SC_(0.8736430624445862807357391600471219322541802740147924513384939342307243204354924979762204085240624246e-5) }, 
+      { SC_(3), SC_(3), SC_(2063277), SC_(2), SC_(0.4228218588078016537393349224242898158519654500706774154042360990115337890442550174169690336289444862e-11), SC_(0.9999999999999999993169078871608882230549845820699047309406224442792096195912643384389346637753886614), SC_(0.6830921128391117769450154179300952690593775557207903804087356615610653362246113385544044834804609231e-18) }, 
+      { SC_(3), SC_(3), SC_(2427690), SC_(1), SC_(0.3707221750341069722722473098862872930454653367564927579893098340856950440114769756467321264276216895e-5), SC_(0.9999999999969458799372235119189781595585754725019076995712217203898365865515984553898056310910853473), SC_(0.3054120062776488081021840441424527498092300428778279610163413448401544610194368908914652696290939e-11) }, 
+      { SC_(4), SC_(3), SC_(15), SC_(3), SC_(0.008791208791208791208791208791208791208791208791208791208791208791208791208791208791208791208791208791), SC_(1), SC_(0) }, 
+      { SC_(4), SC_(3), SC_(29), SC_(3), SC_(0.001094690749863163656267104542966611932129173508483853311439518336070060207991242474001094690749863164), SC_(1), SC_(0) }, 
+      { SC_(4), SC_(3), SC_(36), SC_(0), SC_(0.6946778711484593837535014005602240896358543417366946778711484593837535014005602240896358543417366947), SC_(0.6946778711484593837535014005602240896358543417366946778711484593837535014005602240896358543417366947), SC_(0.3053221288515406162464985994397759103641456582633053221288515406162464985994397759103641456582633053) }, 
+      { SC_(4), SC_(3), SC_(126), SC_(1), SC_(0.09070353302611367127496159754224270353302611367127496159754224270353302611367127496159754224270353303), SC_(0.9977388632872503840245775729646697388632872503840245775729646697388632872503840245775729646697388633), SC_(0.002261136712749615975422427035330261136712749615975422427035330261136712749615975422427035330261136713) }, 
+      { SC_(4), SC_(3), SC_(244), SC_(2), SC_(0.0006021466528172936518689126736816751719881377109394993150581824203284709991118336870944918634933538063), SC_(0.999998327370408840850967030798128662013411144061914056946347060604387976469446911573091404189268074), SC_(0.1672629591159149032969201871337986588855938085943053652939395612023530553088426908595810731925982795e-5) }, 
+      { SC_(4), SC_(3), SC_(312), SC_(1), SC_(0.03772190883486392251043220859629945824324000861704419426647411296306639113401897345471663488466724646), SC_(0.9996305841238939465264535278019356434458602283516711480615639935212593650515027965499908244436820311), SC_(0.0003694158761060534735464721980643565541397716483288519384360064787406349484972034500091755563179689308) }, 
+      { SC_(4), SC_(3), SC_(835), SC_(0), SC_(0.9856803963130937982395818793635577696378167861294347575759722749221172120250331640862953547420777642), SC_(0.9856803963130937982395818793635577696378167861294347575759722749221172120250331640862953547420777642), SC_(0.0143196036869062017604181206364422303621832138705652424240277250778827879749668359137046452579222358) }, 
+      { SC_(4), SC_(3), SC_(1339), SC_(2), SC_(0.2006391451395746964620923808802577340823403864438685101818817897329362475077881616036046352892710116e-4), SC_(0.9999999899805670342284795774236014541694015439530393785833453092693238585300250932440368737276087246), SC_(0.1001943296577152042257639854583059845604696062141665469073067614146997490675596312627239127536933891e-7) }, 
+      { SC_(4), SC_(3), SC_(2247), SC_(0), SC_(0.9946666772297914657787470598063305260584693900303549414081128500140453460914062687603750893947904866), SC_(0.9946666772297914657787470598063305260584693900303549414081128500140453460914062687603750893947904866), SC_(0.00533332277020853422125294019366947394153060996964505859188714998595465390859373123962491060520951338) }, 
+      { SC_(4), SC_(3), SC_(6337), SC_(1), SC_(0.001891847586779657220992289872156166488235360255077830625107557828393192391528917256534678376235067316), SC_(0.9999991035786138127295078882572136695730741748298899712547699421248349449556601798499554117049193322), SC_(0.8964213861872704921117427863304269258251701100287452300578751650550443398201500445882950806677721395e-6) }, 
+      { SC_(4), SC_(3), SC_(10473), SC_(1), SC_(0.001145147061888397702122110660001930252283314446726483295739001580211816397736411435562758610336308275), SC_(0.9999996717940432933781331338466855928064043406039015380040831299199686693233212861051789564761812013), SC_(0.3282059567066218668661533144071935956593960984619959168700800313306766787138948210435238187987321505e-6) }, 
+      { SC_(4), SC_(3), SC_(19470), SC_(0), SC_(0.9993837621484391269391302975464367060307904716165822291704854305575073462056712912693552634670662399), SC_(0.9993837621484391269391302975464367060307904716165822291704854305575073462056712912693552634670662399), SC_(0.0006162378515608730608697024535632939692095283834177708295145694424926537943287087306447365329337601333) }, 
+      { SC_(4), SC_(3), SC_(50688), SC_(2), SC_(0.1401146740059159687000362838102443888793059676616274704507737953139928522420410555413751420906679839e-7), SC_(0.9999999999998157016362745429606976083395019540829725278619661333353710917379396616259673781922745177), SC_(0.1842983637254570393023916604980459170274721380338666646289082620603383740326218077254822588202299001e-12) }, 
+      { SC_(4), SC_(3), SC_(130605), SC_(3), SC_(0.1077312767938766344390907616615286138463711258594000990959287806376972053683257695934949699507976875e-13), SC_(1), SC_(0) }, 
+      { SC_(4), SC_(3), SC_(256574), SC_(3), SC_(0.1420948654063805544130240015296061096385446129939448076867775458789892210736894719317979792309046884e-14), SC_(1), SC_(0) }, 
+      { SC_(4), SC_(3), SC_(523360), SC_(2), SC_(0.1314318489170914747961350984206668104616213903674985872735338593180689053854775895523763664456140065e-9), SC_(0.9999999999999998325781444917144037122785784811016969180680195157170424802825618788227889935366343215), SC_(0.1674218555082855962877214215188983030819319804842829575197174381211772110064633656785356306142944377e-15) }, 
+      { SC_(4), SC_(3), SC_(1030167), SC_(1), SC_(0.116485289360067976066396337974349660300380614138788758148273861062187583424300947722703945197920028e-4), SC_(0.9999999999660775592353976223337476050051999867433202612323477356002373559905965339602305294458630394), SC_(0.3392244076460237766625239499480001325667973876765226439976264400940346603976947055413696055605937866e-10) }, 
+      { SC_(4), SC_(3), SC_(2063277), SC_(3), SC_(0.2732368451356447107780061671720381076237510222883161521634942646244261344898444398493772797510164856e-17), SC_(1), SC_(0) }, 
+      { SC_(4), SC_(3), SC_(2427690), SC_(3), SC_(0.1677382432156413377242616054304921472914716600670585866309205358076859280920068600936144194911254535e-17), SC_(1), SC_(0) }, 
+      { SC_(4), SC_(4), SC_(15), SC_(2), SC_(0.2417582417582417582417582417582417582417582417582417582417582417582417582417582417582417582417582418), SC_(0.967032967032967032967032967032967032967032967032967032967032967032967032967032967032967032967032967), SC_(0.03296703296703296703296703296703296703296703296703296703296703296703296703296703296703296703296703297) }, 
+      { SC_(4), SC_(4), SC_(29), SC_(2), SC_(0.07578628268283440697233800682076544145509662751042061386888973095869647593785524820007578628268283441), SC_(0.9957475474716854027198854785061681613405751336785819544440234095406509199612647888509957475474716854), SC_(0.004252452528314597280114521493831838659424866321418045555976590459349080038735211149004252452528314597) }, 
+      { SC_(4), SC_(4), SC_(36), SC_(2), SC_(0.05052202699261522790934555640437993379169849758085052202699261522790934555640437993379169849758085052), SC_(0.9978100331041507512095747389865036923860453272217978100331041507512095747389865036923860453272217978), SC_(0.00218996689584924879042526101349630761395467277820218996689584924879042526101349630761395467277820219) }, 
+      { SC_(4), SC_(4), SC_(126), SC_(1), SC_(0.1179883356437251008454785008679579883356437251008454785008679579883356437251008454785008679579883356), SC_(0.995526581993930538383724851073395526581993930538383724851073395526581993930538383724851073395526582), SC_(0.004473418006069461616275148926604473418006069461616275148926604473418006069461616275148926604473418006) }, 
+      { SC_(4), SC_(4), SC_(244), SC_(4), SC_(0.6940371747548336236386729756589155970356589568228438393939400879765686942275630326123695983095364296e-8), SC_(1), SC_(0) }, 
+      { SC_(4), SC_(4), SC_(312), SC_(2), SC_(0.0007324642492206586895229555067242613251114564780008581410965847177294444880392033680527501919352863389), SC_(0.9999968162485042758712150055552977741084159565906715771321122858801240872955223982340171995396496742), SC_(0.3183751495724128784994444702225891584043409328422867887714119875912704477601765982800460350325761298e-5) }, 
+      { SC_(4), SC_(4), SC_(835), SC_(2), SC_(0.0001028941677509724898412851084980980319980090827127785192792956118852539541178586164607109839551672529), SC_(0.9999998346584374697424940569628764124242063834736297681756742475761483873064351548770776333425052069), SC_(0.1653415625302575059430371235875757936165263702318243257524238516126935648451229223666574947930983215e-6) }, 
+      { SC_(4), SC_(4), SC_(1339), SC_(0), SC_(0.9880909320426824437134692361830228840844758238421095618838255536221414907847590547315977953304078473), SC_(0.9880909320426824437134692361830228840844758238421095618838255536221414907847590547315977953304078473), SC_(0.01190906795731755628653076381697711591552417615789043811617444637785850921524094526840220466959215269) }, 
+      { SC_(4), SC_(4), SC_(2247), SC_(0), SC_(0.9928936528497027109377867263663905429460657012780726687852819893188331440484625855718539216775092202), SC_(0.9928936528497027109377867263663905429460657012780726687852819893188331440484625855718539216775092202), SC_(0.007106347150297289062213273633609457053934298721927331214718010681166855951537414428146078322490779845) }, 
+      { SC_(4), SC_(4), SC_(6337), SC_(2), SC_(0.1792088020315431532357710646185190863500499136480420547938955947325411169746369362047374527535586343e-5), SC_(0.9999999996226239704452740671125367621685059250794582114650439116028086076612450530346364353921831), SC_(0.3773760295547259328874632378314940749205417885349560883971913923387549469653635646078168999789679461e-9) }, 
+      { SC_(4), SC_(4), SC_(10473), SC_(0), SC_(0.9984729184189811975305760619552847385187612855550137652891623349764942906131013656439544533776439971), SC_(0.9984729184189811975305760619552847385187612855550137652891623349764942906131013656439544533776439971), SC_(0.001527081581018802469423938044715261481238714444986234710837665023505709386898634356045546622356002859) }, 
+      { SC_(4), SC_(4), SC_(19470), SC_(1), SC_(0.0008213972463335401464543116433319457182150638283179388537898888831828282498223013643761074749819211917), SC_(0.9999998100831892820489710312789356653194517694878206833108278472198944673930380172926373440733026808), SC_(0.1899168107179510289687210643346805482305121793166891721527801055326069619827073626559266973192396099e-6) }, 
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+      { SC_(1030167), SC_(1339), SC_(2427690), SC_(872), SC_(0.5595062128255891996571541098115753606885641289976189602903197652899818110008637388181759035373233103e-62), SC_(0.9999999999999999999999999999999999999999999999999999999999999963731689240138793552755909237309705223), SC_(0.362683107598612064472440907626902947774690080466895421429706207439896347441513854754322571741747828e-62) }, 
+      { SC_(1030167), SC_(2247), SC_(2063277), SC_(191), SC_(0.4504557861310102041512561637162314449752870028491692355147048769931918817905963629492904287864828929e-393), SC_(0.4965868941261775893726684314110180069673115758613205690701846757259630334251257473519674352788301231e-393), SC_(1) }, 
+      { SC_(1030167), SC_(2247), SC_(2427690), SC_(1143), SC_(0.1517557804312310196796278509678807976210744752970350521104744327147050581317007710865762267439758725e-15), SC_(0.9999999999999996318305490543951899530582388270526772755590997161486420143381726459519796954196006507), SC_(0.3681694509456048100469417611729473227244409002838513579856618273540480203045803993493217995408447005e-15) }, 
+      { SC_(1030167), SC_(6337), SC_(2063277), SC_(454), SC_(0.4025422160819852297568951968523274596062246125438904788756962198164406817266817833667333487098811031e-1199), SC_(0.436103336876351429519087945530031646475456673813534761357883347838764593638289935338391583046698877e-1199), SC_(1) }, 
+      { SC_(1030167), SC_(6337), SC_(2427690), SC_(3237), SC_(0.1998166273103297961784253705763905907278331516667620744588693045942543327518672320522462390121057999e-43), SC_(0.9999999999999999999999999999999999999999999524730441601129242156027593234048677021216477272047549735), SC_(0.4752695583988707578439724067659513229787835227279524502651221127946129470404914059241899485939245177e-43) }, 
+      { SC_(1030167), SC_(10473), SC_(2063277), SC_(9877), SC_(0.7783725693103413705570710389260868973240616725731925865900828253752567827898934667073187007389470159e-2176), SC_(1), SC_(0.4934433456851754059627122114623322636843600746350737771039776009297673897244589085180450216278534745e-2177) }, 
+      { SC_(1030167), SC_(10473), SC_(2427690), SC_(5712), SC_(0.7355901010579335219765238522179016937705926659452295729977036156048032907611269656358611739668634818e-137), SC_(1), SC_(0.1163249001626992207066540272519157169051103416567797715789509742964335364566244129318021762330807649e-136) }, 
+      { SC_(1030167), SC_(19470), SC_(2063277), SC_(6846), SC_(0.6703080713107374656044787470489971833315841258162916573058643493102267089053779105352055684607339629e-380), SC_(0.1459126867347770655865859989875429623027864182357521093362522814183914369575106484463985221090338746e-379), SC_(1) }, 
+      { SC_(1030167), SC_(19470), SC_(2427690), SC_(2833), SC_(0.8785288357918805501451553139735155116781962715299419647419967431421184416853195710404807906416977552e-1550), SC_(0.1139234820978152677581944812918196842184586175178446208622563077041369083565215813619803609808418003e-1549), SC_(1) }, 
+      { SC_(1030167), SC_(50688), SC_(2063277), SC_(5958), SC_(BOOST_MATH_SMALL_CONSTANT(0.2696611800809340133866864913059483733762650252007098931107252423414951968838899485622090902801604347e-7429)), SC_(BOOST_MATH_SMALL_CONSTANT(0.3094335971442905044072386934961293807150112770244272987590834754277833101226687685341807913602359489e-7429)), SC_(1) }, 
+      { SC_(1030167), SC_(50688), SC_(2427690), SC_(24749), SC_(0.2578716269345720961744344112334709803169389018972677518401353907891401845167717494934082857214768696e-188), SC_(1), SC_(0.8538547595672537381757380908369587958654029695913527955575657852406906964195281915375545945375373932e-188) }, 
+      { SC_(1030167), SC_(130605), SC_(2063277), SC_(67199), SC_(0.1772402217747576023975265826925769595264611577464025377584499804202175059831312745179381288679219898e-30), SC_(0.9999999999999999999999999999973844048905181626720565455251696667915520055031995673391485820685310697), SC_(0.2615595109481837327943454474830333208447994496800432660851417931468930325870724472627377999209154375e-29) }, 
+      { SC_(1030167), SC_(130605), SC_(2427690), SC_(62807), SC_(0.2526562134449195027792279400361520142369933233947774941848233866437381584491456912781842143198296159e-391), SC_(1), SC_(0.9235445258826835146504359095658972972561150774551460899132768721999586312051548667127893915560202981e-391) }, 
+      { SC_(1030167), SC_(256574), SC_(2063277), SC_(136078), SC_(0.1889505875800464975393622983597902398805285201058519859012948813401757384027515978291586034505061829e-248), SC_(1), SC_(0.1236113837302074642637204443211773020459272585535378891152669651196365415708839777030544349579933748e-247) }, 
+      { SC_(1030167), SC_(256574), SC_(2427690), SC_(5059), SC_(BOOST_MATH_SMALL_CONSTANT(BOOST_MATH_SMALL_CONSTANT(0.3415687552349317027106561182030892561608054053847049256991933370024960969305479793930443943170209826e-55782))), SC_(BOOST_MATH_SMALL_CONSTANT(BOOST_MATH_SMALL_CONSTANT(0.3494259919719804048098668133719877462120862735795090904931820959068567376960513319071259582269982684e-55782))), SC_(1) }, 
+      { SC_(1030167), SC_(523360), SC_(2063277), SC_(45322), SC_(BOOST_MATH_SMALL_CONSTANT(0.6406250319059851000414186122521980525283948930917260704720124702812431881419266715502486311348930843e-116984)), SC_(BOOST_MATH_SMALL_CONSTANT(0.6767892889836179660205690345292677556531677014893649920196102930641077389045148072153989233371368326e-116984)), SC_(1) }, 
+      { SC_(1030167), SC_(523360), SC_(2427690), SC_(169882), SC_(BOOST_MATH_SMALL_CONSTANT(0.2359533635629512164764734112351286744012027902065592462710641731769499440473362833287635226506536775e-6029)), SC_(BOOST_MATH_SMALL_CONSTANT(0.5661726060614987628669304125055108672612592607173491522003446602490067211732156035758926889094610648e-6029)), SC_(1) }, 
+      { SC_(1030167), SC_(1030167), SC_(2063277), SC_(744478), SC_(BOOST_MATH_SMALL_CONSTANT(BOOST_MATH_SMALL_CONSTANT(0.4511153571077027519604414144322801206679870058587253174456021218360208321437627577138707488632852896e-92404))), SC_(1), SC_(BOOST_MATH_SMALL_CONSTANT(BOOST_MATH_SMALL_CONSTANT(0.7754310234985811873988039144864472895479722845395841523576919087158739737428332572815461903769407882e-92405))) }, 
+      { SC_(1030167), SC_(1030167), SC_(2427690), SC_(572726), SC_(BOOST_MATH_SMALL_CONSTANT(0.1391919893786702038962612009846824397331628724453809213678113652788484674273410824482758277274826774e-27643)), SC_(1), SC_(BOOST_MATH_SMALL_CONSTANT(0.8848627313045931655152816475946061877553473103461211294820092561884413448622321591917114894334786741e-27644)) }, 
+      { SC_(2063277), SC_(3), SC_(2427690), SC_(1), SC_(0.05744948917837785396631837850087687638865986911538300396398836885344514018919283261725123608911631573), SC_(0.06083168584917255775414716520408138122920687784053330869080901476158912618517300547284053088480152357), SC_(0.9391683141508274422458528347959186187707931221594666913091909852384108738148269945271594691151984764) }, 
+      { SC_(2063277), SC_(4), SC_(2427690), SC_(2), SC_(0.09765192319603535795200082936537967044984677193469420307214403317599152054043820712170776297045732308), SC_(0.1096576474471902367301475798867712164541302638078804102268810313495852909563466728647636960006874216), SC_(0.8903423525528097632698524201132287835458697361921195897731189686504147090436533271352363039993125784) }, 
+      { SC_(2063277), SC_(15), SC_(2427690), SC_(2), SC_(0.1489538545802902607664120997954020858865667522818151389900602349430345082934769865095821871577947918e-8), SC_(0.1527562590656629047323044385006577628342277802825044663380264946841620738937005774513717697678843875e-8), SC_(0.9999999984724374093433709526769556149934223716577221971749553366197350531583792610629942254862823023) }, 
+      { SC_(2063277), SC_(29), SC_(2427690), SC_(24), SC_(0.1825580820948670496065127391210869986226421373788908976816528717196305923822458800333980579115728127), SC_(0.445163736077329563124004070889775468206373091875399633746378366762360683651027004054511129031081457), SC_(0.554836263922670436875995929110224531793626908124600366253621633237639316348972995945488870968918543) }, 
+      { SC_(2063277), SC_(36), SC_(2427690), SC_(22), SC_(0.0003125643546548426465134199665900176038001607706081738565500117820653374268332937528261593867942722811), SC_(0.0004170661129387665482411517580309840599293201092352328271804108145419950379407776296795046335742746907), SC_(0.9995829338870612334517588482419690159400706798907647671728195891854580049620592223703204953664257253) }, 
+      { SC_(2063277), SC_(126), SC_(2427690), SC_(124), SC_(0.3090497262600759339310995264132131683837693477210209596697565157782818504892226262835886329947677904e-6), SC_(0.9999999707466493421791804803401295750261251967731062983856754109793651076882563380203078160781201427), SC_(0.292533506578208195196598704249738748032268937016143245890206348923117436619796921839218798573098886e-7) }, 
+      { SC_(2063277), SC_(244), SC_(2427690), SC_(125), SC_(0.1926311146754487317839352173396317360254859601590752007913400851592802919026180964385042186799388985e-34), SC_(0.2358551776787649570027910244313940189611854169940576794125495099425455366841057480399695284027407998e-34), SC_(0.9999999999999999999999999999999999764144822321235042997208975568605981038814583005942320587450490057) }, 
+      { SC_(2063277), SC_(312), SC_(2427690), SC_(101), SC_(0.1166767818366514624165565698899735105639350733982911242849414658751117357600131962830133143705241353e-96), SC_(0.1273746118350149699556320311421523675800002438203319168937701298695872308610721640141197137021741127e-96), SC_(0.9999999999999999999999999999999999999999999999999999999999999999999999999999999999999999999999998726) }, 
+      { SC_(2063277), SC_(835), SC_(2427690), SC_(537), SC_(0.23461228902101219097178707917291860335053529413516261545028998077215105088793120601212977276059809e-48), SC_(0.3431363619828340409481381658562477455080489826352272059292470590381196707245019036327290686732838148e-48), SC_(0.9999999999999999999999999999999999999999999999996568636380171659590518618341437522544919510173647728) }, 
+      { SC_(2063277), SC_(1339), SC_(2427690), SC_(567), SC_(0.3041470601326637639494336714081772092631985361508198839012668100830373463893945362825999488268208953e-281), SC_(0.3492944674692955483087920207427729775582252986994579321749324087059134559172244801668433526825047348e-281), SC_(1) }, 
+      { SC_(2063277), SC_(2247), SC_(2427690), SC_(146), SC_(0.1961583257344876361407986442912971748133704876860571439720756997039603833526484722848050981525197114e-1509), SC_(0.1985803181231377171100024006050801391647985792237330316683697442131384730223214433005701459145186371e-1509), SC_(1) }, 
+      { SC_(2063277), SC_(6337), SC_(2427690), SC_(2672), SC_(0.1946697310930234468246720701513688516379049429450611162377788936941304610494217178093823793465460629e-1340), SC_(0.2231398150887527500500636624540547473831434192427597288446010950080238974412696796973001269796604522e-1340), SC_(1) }, 
+      { SC_(2063277), SC_(10473), SC_(2427690), SC_(9239), SC_(0.1551193531816254902127180217675278330953801636526937883589391307214311968656400971435645306065954152e-21), SC_(0.9999999999999999999995265520566596472139336012063899453012696720276036981041380189756120978583403695), SC_(0.4734479433403527860663987936100546987303279723963018958619810243879021416596305465302368046704094033e-21) }, 
+      { SC_(2063277), SC_(19470), SC_(2427690), SC_(4675), SC_(BOOST_MATH_SMALL_CONSTANT(0.623040705399711425127124917791866020596913429898404691576374003232002649354732173377846476674429555e-7957)), SC_(BOOST_MATH_SMALL_CONSTANT(0.6583688419938623576817522468445990251506727431116697161171189880925188638737939276886488942322787167e-7957)), SC_(1) }, 
+      { SC_(2063277), SC_(50688), SC_(2427690), SC_(5656), SC_(BOOST_MATH_SMALL_CONSTANT(0.1529278237073002921981596930779124386741258366470694934804851463595902054455594437519411007451134623e-30822)), SC_(BOOST_MATH_SMALL_CONSTANT(0.1559684068913597863769291907119127621669934794968537447893450088285543334777687079420401191985208386e-30822)), SC_(1) }, 
+      { SC_(2063277), SC_(130605), SC_(2427690), SC_(12086), SC_(BOOST_MATH_SMALL_CONSTANT(BOOST_MATH_SMALL_CONSTANT(0.1838031979064376860156110323884379948298364325044049860781553255686817375515358349062016312896522764e-88900))), SC_(BOOST_MATH_SMALL_CONSTANT(BOOST_MATH_SMALL_CONSTANT(0.1860779122972254559882711932578481205298684299140770720149987268252855087660161273279636415996449002e-88900))), SC_(1) }, 
+      { SC_(2063277), SC_(256574), SC_(2427690), SC_(208651), SC_(0.1043358350305396213816825473194597727628397567524572489210649347280772703074417268374663807425040052e-624), SC_(0.4058279349421142862579906719998452318972757308871573552913945099588747110076803516651018133973772923e-624), SC_(1) }, 
+      { SC_(2063277), SC_(523360), SC_(2427690), SC_(184261), SC_(BOOST_MATH_SMALL_CONSTANT(0.3757927138352356631892501916344494185815670042854429196331040880186979716874474145827399077949946912e-240005)), SC_(BOOST_MATH_SMALL_CONSTANT(0.3785639581119621756070451029910607902592003937852821432380999689590450613028232909193510596494914717e-240005)), SC_(1) }, 
+      { SC_(2063277), SC_(1030167), SC_(2427690), SC_(803033), SC_(BOOST_MATH_SMALL_CONSTANT(0.2014503510496423731073796011823145616941176229174944683082735797595277609595578046438978094454227689e-14930)), SC_(BOOST_MATH_SMALL_CONSTANT(0.3276248348930073080804548929222879527457119577454409744322412672836109490789223127331688301365927403e-14930)), SC_(1) }, 
+      { SC_(2063277), SC_(2063277), SC_(2427690), SC_(1949025), SC_(BOOST_MATH_SMALL_CONSTANT(0.9948928329918925300825475902876870461866169772968706503745565572554925906532956518816712676968759027e-155653)), SC_(1), SC_(BOOST_MATH_SMALL_CONSTANT(0.2736845628398119894621780530003341353062573210278622168826610191467448846343071724458397259050505966e-155654)) }
+   }};
+#undef SC_
+
diff --git a/test/hypergeometric_test_data.ipp b/test/hypergeometric_test_data.ipp
new file mode 100644
index 000000000..712e62b6d
--- /dev/null
+++ b/test/hypergeometric_test_data.ipp
@@ -0,0 +1,412 @@
+// Copyright Gautam Sewani 2008
+// Use, modification and distribution are subject to the
+// Boost Software License, Version 1.0.
+// (See accompanying file LICENSE_1_0.txt
+// or copy at http://www.boost.org/LICENSE_1_0.txt)
+//
+// Test data generated by Mathematica, 104 values are commented out because they have only a low
+// absolute error, not a low relative error.
+//
+#define SC_(x) static_cast(BOOST_JOIN(x, L))
+  static const boost::array, 398-105> hypergeometric_test_data = {{
+     //{SC_(1),SC_(1),SC_(2),SC_(1),SC_(0.5),SC_(1),SC_(0.e-40)},
+     {SC_(5),SC_(4),SC_(6),SC_(3),SC_(0.6666666666666666666666666666666666666667),SC_(0.6666666666666666666666666666666666666667),SC_(0.3333333333333333333333333333333333333333)},
+     //{SC_(5),SC_(3),SC_(13),SC_(3),SC_(0.03496503496503496503496503496503496503497),SC_(1),SC_(0.e-40)},
+     {SC_(5),SC_(3),SC_(13),SC_(1),SC_(0.4895104895104895104895104895104895104895),SC_(0.6853146853146853146853146853146853146853),SC_(0.3146853146853146853146853146853146853147)},
+     {SC_(5),SC_(3),SC_(13),SC_(1),SC_(0.4895104895104895104895104895104895104895),SC_(0.6853146853146853146853146853146853146853),SC_(0.3146853146853146853146853146853146853147)},
+     //{SC_(1),SC_(3),SC_(13),SC_(1),SC_(0.2307692307692307692307692307692307692308),SC_(1),SC_(0.e-40)},
+     {SC_(11),SC_(9),SC_(13),SC_(7),SC_(0.4615384615384615384615384615384615384615),SC_(0.4615384615384615384615384615384615384615),SC_(0.5384615384615384615384615384615384615385)},
+     {SC_(11),SC_(9),SC_(13),SC_(8),SC_(0.4615384615384615384615384615384615384615),SC_(0.9230769230769230769230769230769230769231),SC_(0.0769230769230769230769230769230769230769)},
+     {SC_(3),SC_(9),SC_(13),SC_(1),SC_(0.1888111888111888111888111888111888111888),SC_(0.2027972027972027972027972027972027972028),SC_(0.7972027972027972027972027972027972027972)},
+     //{SC_(3),SC_(9),SC_(13),SC_(3),SC_(0.2937062937062937062937062937062937062937),SC_(1),SC_(0.e-40)},
+     {SC_(3),SC_(9),SC_(13),SC_(1),SC_(0.1888111888111888111888111888111888111888),SC_(0.2027972027972027972027972027972027972028),SC_(0.7972027972027972027972027972027972027972)},
+     {SC_(24),SC_(18),SC_(30),SC_(14),SC_(0.3401288366805608184918529746115953012505),SC_(0.5445497031703928255652393583428066186687),SC_(0.4554502968296071744347606416571933813313)},
+     {SC_(24),SC_(18),SC_(30),SC_(14),SC_(0.3401288366805608184918529746115953012505),SC_(0.5445497031703928255652393583428066186687),SC_(0.4554502968296071744347606416571933813313)},
+     {SC_(24),SC_(18),SC_(30),SC_(17),SC_(0.02400909435392194012883668056081849185297),SC_(0.9984438549955791335101679929266136162688),SC_(0.0015561450044208664898320070733863837312)},
+     {SC_(24),SC_(18),SC_(30),SC_(12),SC_(0.03126436781609195402298850574712643678161),SC_(0.03126436781609195402298850574712643678161),SC_(0.9687356321839080459770114942528735632184)},
+     {SC_(24),SC_(18),SC_(30),SC_(13),SC_(0.1731564986737400530503978779840848806366),SC_(0.2044208664898320070733863837312113174182),SC_(0.7955791335101679929266136162687886825818)},
+     {SC_(24),SC_(18),SC_(30),SC_(13),SC_(0.1731564986737400530503978779840848806366),SC_(0.2044208664898320070733863837312113174182),SC_(0.7955791335101679929266136162687886825818)},
+     {SC_(4),SC_(18),SC_(30),SC_(3),SC_(0.357307060755336617405582922824302134647),SC_(0.8883415435139573070607553366174055829228),SC_(0.1116584564860426929392446633825944170772)},
+     {SC_(4),SC_(18),SC_(30),SC_(3),SC_(0.357307060755336617405582922824302134647),SC_(0.8883415435139573070607553366174055829228),SC_(0.1116584564860426929392446633825944170772)},
+     {SC_(4),SC_(18),SC_(30),SC_(2),SC_(0.3684729064039408866995073891625615763547),SC_(0.5310344827586206896551724137931034482759),SC_(0.4689655172413793103448275862068965517241)},
+     {SC_(4),SC_(18),SC_(30),SC_(0),SC_(0.01806239737274220032840722495894909688013),SC_(0.01806239737274220032840722495894909688013),SC_(0.9819376026272577996715927750410509031199)},
+     //{SC_(8),SC_(26),SC_(30),SC_(8),SC_(0.2669220945083014048531289910600255427842),SC_(1),SC_(0.e-40)},
+     {SC_(8),SC_(26),SC_(30),SC_(6),SC_(0.236015325670498084291187739463601532567),SC_(0.2835249042145593869731800766283524904215),SC_(0.7164750957854406130268199233716475095785)},
+     {SC_(8),SC_(26),SC_(30),SC_(4),SC_(0.002554278416347381864623243933588761174968),SC_(0.002554278416347381864623243933588761174968),SC_(0.997445721583652618135376756066411238825)},
+     {SC_(8),SC_(26),SC_(30),SC_(5),SC_(0.04495530012771392081736909323116219667944),SC_(0.04750957854406130268199233716475095785441),SC_(0.9524904214559386973180076628352490421456)},
+     {SC_(17),SC_(26),SC_(30),SC_(14),SC_(0.3225688742930122240467068053274949826674),SC_(0.4094143404488232074438970990695128626163),SC_(0.5905856595511767925561029009304871373837)},
+     //{SC_(17),SC_(26),SC_(30),SC_(17),SC_(0.02609012953840540047436599160737091771575),SC_(1),SC_(0.e-40)},
+     {SC_(17),SC_(26),SC_(30),SC_(15),SC_(0.3870826491516146688560481663929939792009),SC_(0.7964969896004378762999452654625068418172),SC_(0.2035030103995621237000547345374931581828)},
+     {SC_(17),SC_(26),SC_(30),SC_(14),SC_(0.3225688742930122240467068053274949826674),SC_(0.4094143404488232074438970990695128626163),SC_(0.5905856595511767925561029009304871373837)},
+     {SC_(34),SC_(4),SC_(52),SC_(3),SC_(0.3978649921507064364207221350078492935636),SC_(0.8286970172684458398744113029827315541601),SC_(0.1713029827315541601255886970172684458399)},
+     {SC_(34),SC_(4),SC_(52),SC_(3),SC_(0.3978649921507064364207221350078492935636),SC_(0.8286970172684458398744113029827315541601),SC_(0.1713029827315541601255886970172684458399)},
+     {SC_(34),SC_(4),SC_(52),SC_(3),SC_(0.3978649921507064364207221350078492935636),SC_(0.8286970172684458398744113029827315541601),SC_(0.1713029827315541601255886970172684458399)},
+     {SC_(34),SC_(4),SC_(52),SC_(0),SC_(0.01130298273155416012558869701726844583987),SC_(0.01130298273155416012558869701726844583987),SC_(0.9886970172684458398744113029827315541601)},
+     {SC_(9),SC_(4),SC_(52),SC_(1),SC_(0.4102650290885585003232062055591467356173),SC_(0.8661150614091790562378797672915319974144),SC_(0.1338849385908209437621202327084680025856)},
+     //{SC_(9),SC_(4),SC_(52),SC_(4),SC_(0.0004654169360051712992889463477698771816419),SC_(1),SC_(0.e-40)},
+     {SC_(9),SC_(4),SC_(52),SC_(1),SC_(0.4102650290885585003232062055591467356173),SC_(0.8661150614091790562378797672915319974144),SC_(0.1338849385908209437621202327084680025856)},
+     {SC_(9),SC_(4),SC_(52),SC_(1),SC_(0.4102650290885585003232062055591467356173),SC_(0.8661150614091790562378797672915319974144),SC_(0.1338849385908209437621202327084680025856)},
+     //{SC_(49),SC_(9),SC_(52),SC_(9),SC_(0.5584162895927601809954751131221719457014),SC_(1),SC_(0.e-40)},
+     {SC_(49),SC_(9),SC_(52),SC_(8),SC_(0.3677375565610859728506787330316742081448),SC_(0.4415837104072398190045248868778280542986),SC_(0.5584162895927601809954751131221719457014)},
+     {SC_(49),SC_(9),SC_(52),SC_(7),SC_(0.0700452488687782805429864253393665158371),SC_(0.07384615384615384615384615384615384615385),SC_(0.9261538461538461538461538461538461538462)},
+     {SC_(5),SC_(9),SC_(52),SC_(1),SC_(0.4273594053005817711700064641241111829347),SC_(0.7977375565610859728506787330316742081448),SC_(0.2022624434389140271493212669683257918552)},
+     {SC_(5),SC_(9),SC_(52),SC_(0),SC_(0.3703781512605042016806722689075630252101),SC_(0.3703781512605042016806722689075630252101),SC_(0.6296218487394957983193277310924369747899)},
+     {SC_(5),SC_(9),SC_(52),SC_(2),SC_(0.1709437621202327084680025856496444731739),SC_(0.9686813186813186813186813186813186813187),SC_(0.0313186813186813186813186813186813186813)},
+     {SC_(5),SC_(9),SC_(52),SC_(0),SC_(0.3703781512605042016806722689075630252101),SC_(0.3703781512605042016806722689075630252101),SC_(0.6296218487394957983193277310924369747899)},
+     {SC_(5),SC_(9),SC_(52),SC_(2),SC_(0.1709437621202327084680025856496444731739),SC_(0.9686813186813186813186813186813186813187),SC_(0.0313186813186813186813186813186813186813)},
+     //{SC_(12),SC_(72),SC_(86),SC_(12),SC_(0.1004778059022558548188756178036665047061),SC_(1),SC_(0.e-40)},
+     {SC_(12),SC_(72),SC_(86),SC_(5),SC_(0.0003140501443388029590935440038063406068305),SC_(0.0003350533679592531664393366671417525299769),SC_(0.99966494663204074683356066333285824747)},
+     {SC_(12),SC_(72),SC_(86),SC_(9),SC_(0.2026205005326647239781309831965353100365),SC_(0.3036691452411089490209598247926760739435),SC_(0.6963308547588910509790401752073239260565)},
+     {SC_(12),SC_(72),SC_(86),SC_(10),SC_(0.3191272883389469402655562985345431133076),SC_(0.622796433580055889286516123327219187251),SC_(0.377203566419944110713483876672780812749)},
+     //{SC_(12),SC_(72),SC_(86),SC_(12),SC_(0.1004778059022558548188756178036665047061),SC_(1),SC_(0.e-40)},
+     //{SC_(12),SC_(72),SC_(86),SC_(12),SC_(0.1004778059022558548188756178036665047061),SC_(1),SC_(0.e-40)},
+     //{SC_(12),SC_(72),SC_(86),SC_(12),SC_(0.1004778059022558548188756178036665047061),SC_(1),SC_(0.e-40)},
+     {SC_(12),SC_(72),SC_(86),SC_(6),SC_(0.003068531618643720579476502870524453012573),SC_(0.00340358498660297374591583953766620554255),SC_(0.9965964150133970262540841604623337944575)},
+     {SC_(12),SC_(72),SC_(86),SC_(9),SC_(0.2026205005326647239781309831965353100365),SC_(0.3036691452411089490209598247926760739435),SC_(0.6963308547588910509790401752073239260565)},
+     {SC_(12),SC_(72),SC_(86),SC_(8),SC_(0.0783571466903664362259178411580351394282),SC_(0.1010486447084442250428288415961407639069),SC_(0.8989513552915557749571711584038592360931)},
+     {SC_(7),SC_(72),SC_(86),SC_(1),SC_(0.00004023970159105609317922988205868082117935),SC_(0.00004087842701313634862651924526596146913458),SC_(0.9999591215729868636513734807547340385309)},
+     {SC_(7),SC_(72),SC_(86),SC_(1),SC_(0.00004023970159105609317922988205868082117935),SC_(0.00004087842701313634862651924526596146913458),SC_(0.9999591215729868636513734807547340385309)},
+     {SC_(7),SC_(72),SC_(86),SC_(4),SC_(0.06969394377081245471693587603223946468199),SC_(0.08179779051923329544306930881020774343356),SC_(0.9182022094807667045569306911897922565664)},
+     //{SC_(7),SC_(72),SC_(86),SC_(7),SC_(0.2741586880704895589163232624200716649924),SC_(1),SC_(0.e-40)},
+     {SC_(7),SC_(72),SC_(86),SC_(1),SC_(0.00004023970159105609317922988205868082117935),SC_(0.00004087842701313634862651924526596146913458),SC_(0.9999591215729868636513734807547340385309)},
+     {SC_(7),SC_(72),SC_(86),SC_(1),SC_(0.00004023970159105609317922988205868082117935),SC_(0.00004087842701313634862651924526596146913458),SC_(0.9999591215729868636513734807547340385309)},
+     {SC_(7),SC_(72),SC_(86),SC_(0),SC_(6.387254220802554472893632072806479552278e-7),SC_(6.387254220802554472893632072806479552278e-7),SC_(0.999999361274577919744552710636792719352)},
+     {SC_(77),SC_(8),SC_(86),SC_(0),SC_(1.696181522741228947391422166807067244121e-10),SC_(1.696181522741228947391422166807067244121e-10),SC_(0.999999999830381847725877105260857783319)},
+     {SC_(77),SC_(8),SC_(86),SC_(3),SC_(0.0001737059497439292565023555441027117564704),SC_(0.0001783905204128200739835594202237384083541),SC_(0.9998216094795871799260164405797762615916)},
+     //{SC_(77),SC_(8),SC_(86),SC_(8),SC_(0.3965686153374173505799193458109659077391),SC_(1),SC_(0.e-40)},
+     {SC_(77),SC_(8),SC_(86),SC_(1),SC_(5.224239090042985157965580273765767111892e-8),SC_(5.241200905270397447439494495433837784333e-8),SC_(0.9999999475879909472960255256050550456616)},
+     {SC_(77),SC_(8),SC_(86),SC_(2),SC_(4.632158659838113506729481176072313505878e-6),SC_(4.684570668890817481203876121026651883721e-6),SC_(0.9999953154293311091825187961238789733481)},
+     {SC_(77),SC_(8),SC_(86),SC_(5),SC_(0.03127865135055686145419082164142829694844),SC_(0.0346706019412323727734679586275522028515),SC_(0.9653293980587676272265320413724477971485)},
+     {SC_(77),SC_(8),SC_(86),SC_(2),SC_(4.632158659838113506729481176072313505878e-6),SC_(4.684570668890817481203876121026651883721e-6),SC_(0.9999953154293311091825187961238789733481)},
+     //{SC_(77),SC_(8),SC_(86),SC_(8),SC_(0.3965686153374173505799193458109659077391),SC_(1),SC_(0.e-40)},
+     {SC_(29),SC_(8),SC_(86),SC_(7),SC_(0.00167666525814056836712273646335578512841),SC_(0.9999191082550897094208844293811538875596),SC_(0.0000808917449102905791155706188461124404)},
+     {SC_(29),SC_(8),SC_(86),SC_(4),SC_(0.1768152862443455901937477083421502969112),SC_(0.9184671960045507939629798985816090795823),SC_(0.0815328039954492060370201014183909204177)},
+     {SC_(29),SC_(8),SC_(86),SC_(5),SC_(0.06548714305346132970138804012672233218935),SC_(0.9839543390580121236643679387083314117717),SC_(0.0160456609419878763356320612916685882283)},
+     //{SC_(29),SC_(8),SC_(86),SC_(8),SC_(0.00008089174491029057911557061884611244040574),SC_(1),SC_(0.e-40)},
+     {SC_(29),SC_(8),SC_(86),SC_(2),SC_(0.2776654865466760379338852901373026884828),SC_(0.4533069814232723951455820812507213754005),SC_(0.5466930185767276048544179187492786245995)},
+     //{SC_(29),SC_(8),SC_(86),SC_(8),SC_(0.00008089174491029057911557061884611244040574),SC_(1),SC_(0.e-40)},
+     {SC_(29),SC_(8),SC_(86),SC_(6),SC_(0.01428810393893701738939375420946669065949),SC_(0.9982424429969491410537616929177981024312),SC_(0.0017575570030508589462383070822018975688)},
+     //{SC_(29),SC_(8),SC_(86),SC_(8),SC_(0.00008089174491029057911557061884611244040574),SC_(1),SC_(0.e-40)},
+     {SC_(48),SC_(41),SC_(135),SC_(23),SC_(0.000805225301249190134657693037802553099772),SC_(0.9997230974788395286912976093894277642599),SC_(0.0002769025211604713087023906105722357401)},
+     {SC_(48),SC_(41),SC_(135),SC_(3),SC_(1.549234238041493564944898578804393139565e-6),SC_(1.682815234186091880242156421991560710112e-6),SC_(0.9999983171847658139081197578435780084393)},
+     //{SC_(48),SC_(41),SC_(135),SC_(38),SC_(9.373176834116244931418259196234568800165e-21),SC_(0.999999999999999999999914730022392732307),SC_(8.5269977607267693e-23)},
+     {SC_(48),SC_(41),SC_(135),SC_(9),SC_(0.01430556344702512505400957461643023189953),SC_(0.02185170684715481437694029566249789236978),SC_(0.9781482931528451856230597043375021076302)},
+     {SC_(48),SC_(41),SC_(135),SC_(10),SC_(0.03188096996765599297750705200233023109039),SC_(0.05373267681481080735444734766482812346016),SC_(0.9462673231851891926455526523351718765398)},
+     {SC_(48),SC_(41),SC_(135),SC_(24),SC_(0.0002156853485488902146404534922685410088675),SC_(0.9999387828273884189059380628816963052688),SC_(0.0000612171726115810940619371183036947312)},
+     {SC_(48),SC_(41),SC_(135),SC_(18),SC_(0.0635028350807540704799954651407904540509),SC_(0.9365369229858498785790860909202020989164),SC_(0.0634630770141501214209139090797979010836)},
+     {SC_(48),SC_(41),SC_(135),SC_(9),SC_(0.01430556344702512505400957461643023189953),SC_(0.02185170684715481437694029566249789236978),SC_(0.9781482931528451856230597043375021076302)},
+     {SC_(48),SC_(41),SC_(135),SC_(13),SC_(0.1300253853961174254303683370155485660567),SC_(0.3391819549842814566474689251368779362798),SC_(0.6608180450157185433525310748631220637202)},
+     //{SC_(48),SC_(41),SC_(135),SC_(33),SC_(8.636981288535222466738786964411319271682e-13),SC_(0.999999999999960542990943845719644284854),SC_(3.9457009056154280355715146e-14)},
+     {SC_(90),SC_(41),SC_(135),SC_(26),SC_(0.1353717947518808788868865115924511455337),SC_(0.3675844037299293748321620979742237536539),SC_(0.6324155962700706251678379020257762463461)},
+     {SC_(90),SC_(41),SC_(135),SC_(26),SC_(0.1353717947518808788868865115924511455337),SC_(0.3675844037299293748321620979742237536539),SC_(0.6324155962700706251678379020257762463461)},
+     {SC_(90),SC_(41),SC_(135),SC_(20),SC_(0.002601025216711084794471493458275384237955),SC_(0.003669860896139999028261909741374497034297),SC_(0.9963301391038600009717380902586255029657)},
+     {SC_(90),SC_(41),SC_(135),SC_(11),SC_(1.93986120352085451724740385260254674247e-10),SC_(2.076207498565016728508626957499799991182e-10),SC_(0.99999999979237925014349832714913730425)},
+     //{SC_(90),SC_(41),SC_(135),SC_(41),SC_(9.871386192011484832340215364891496674834e-10),SC_(1),SC_(0.e-40)},
+     {SC_(90),SC_(41),SC_(135),SC_(5),SC_(5.265522477647327144962051848320365887239e-19),SC_(5.340712956939061505668577772335340177878e-19),SC_(0.999999999999999999465928704306093849433)},
+     {SC_(90),SC_(41),SC_(135),SC_(14),SC_(2.096844946871957002598423844522410926464e-7),SC_(2.367952089112490528616878029677703261355e-7),SC_(0.9999997632047910887509471383121970322297)},
+     {SC_(90),SC_(41),SC_(135),SC_(17),SC_(0.00004767458915445746777441479423811721061273),SC_(0.00005862101992951723721804793182698319474578),SC_(0.9999413789800704827627819520681730168053)},
+     {SC_(90),SC_(41),SC_(135),SC_(31),SC_(0.05619306850133692963805588101436302213345),SC_(0.9529831764435915951450981856574752470032),SC_(0.0470168235564084048549018143425247529968)},
+     {SC_(90),SC_(41),SC_(135),SC_(8),SC_(3.014074819429380864488976694771446531001e-14),SC_(3.119347726178191980534406891165469850373e-14),SC_(0.999999999999968806522738218080194655931)},
+     {SC_(79),SC_(41),SC_(135),SC_(7),SC_(8.3970164850884401343928334487887643969e-11),SC_(8.927961958486883651568950241339169425435e-11),SC_(0.999999999910720380415131163484310497587)},
+     {SC_(79),SC_(41),SC_(135),SC_(33),SC_(0.0003595819872236781592078611557174049533041),SC_(0.9999039697629104515431345759907356363719),SC_(0.0000960302370895484568654240092643636281)},
+     {SC_(79),SC_(41),SC_(135),SC_(5),SC_(2.393818102005960349308582656633598143507e-13),SC_(2.482393183146904332230217371930142105031e-13),SC_(0.999999999999751760681685309566776978263)},
+     {SC_(79),SC_(41),SC_(135),SC_(15),SC_(0.0004844924451188653694926716107374844941183),SC_(0.0006420609332055323751720513070835264424829),SC_(0.9993579390667944676248279486929164735575)},
+     {SC_(79),SC_(41),SC_(135),SC_(12),SC_(5.112991279710625036105384102461015315585e-6),SC_(6.04695804755021374402590977118762910851e-6),SC_(0.9999939530419524497862559740902288123709)},
+     {SC_(79),SC_(41),SC_(135),SC_(34),SC_(0.0000794274737684955357674027042641086571524),SC_(0.9999833972366789470789019786949997450291),SC_(0.0000166027633210529210980213050002549709)},
+     {SC_(79),SC_(41),SC_(135),SC_(15),SC_(0.0004844924451188653694926716107374844941183),SC_(0.0006420609332055323751720513070835264424829),SC_(0.9993579390667944676248279486929164735575)},
+     {SC_(79),SC_(41),SC_(135),SC_(4),SC_(8.626371538760217474985883447328281598224e-15),SC_(8.857508114094398292163471529654396152329e-15),SC_(0.999999999999991142491885905601707836528)},
+     {SC_(79),SC_(41),SC_(135),SC_(7),SC_(8.3970164850884401343928334487887643969e-11),SC_(8.927961958486883651568950241339169425435e-11),SC_(0.999999999910720380415131163484310497587)},
+     {SC_(79),SC_(41),SC_(135),SC_(7),SC_(8.3970164850884401343928334487887643969e-11),SC_(8.927961958486883651568950241339169425435e-11),SC_(0.999999999910720380415131163484310497587)},
+     {SC_(54),SC_(41),SC_(135),SC_(3),SC_(6.152384498844700046293430599130067996074e-8),SC_(6.559527871268261826381145800763758401006e-8),SC_(0.9999999344047212873173817361885419923624)},
+     {SC_(54),SC_(41),SC_(135),SC_(24),SC_(0.002435879224170002072554350678507310792143),SC_(0.9989694012942478450720205139920977765768),SC_(0.0010305987057521549279794860079022234232)},
+     //{SC_(54),SC_(41),SC_(135),SC_(40),SC_(3.554068272074300682345953314464372175913e-21),SC_(0.999999999999999999999985017477925612704),SC_(1.4982522074387296e-23)},
+     {SC_(54),SC_(41),SC_(135),SC_(1),SC_(1.55063168540157534381013950848901736085e-10),SC_(1.579347086983085998325142091979554719385e-10),SC_(0.999999999842065291301691400167485790802)},
+     {SC_(54),SC_(41),SC_(135),SC_(23),SC_(0.006705215928898070221224879287073887771922),SC_(0.9965335220700778429994661633135904657847),SC_(0.0034664779299221570005338366864095342153)},
+     {SC_(54),SC_(41),SC_(135),SC_(11),SC_(0.01823473249213186654280669169437045377003),SC_(0.02931881828357703434749249880639845194241),SC_(0.9706811817164229656525075011936015480576)},
+     {SC_(54),SC_(41),SC_(135),SC_(31),SC_(2.757809697383381560858776246614371038894e-8),SC_(0.9999999970047528896827388455462192076308),SC_(2.9952471103172611544537807923692e-9)},
+     {SC_(54),SC_(41),SC_(135),SC_(12),SC_(0.03769680274815722410291767994509276500534),SC_(0.06701562103173425845041017875149121694776),SC_(0.9329843789682657415495898212485087830522)},
+     {SC_(54),SC_(41),SC_(135),SC_(0),SC_(2.871540158151065451500258349053735853427e-12),SC_(2.871540158151065451500258349053735853427e-12),SC_(0.999999999997128459841848934548499741651)},
+     //{SC_(54),SC_(41),SC_(135),SC_(40),SC_(3.554068272074300682345953314464372175913e-21),SC_(0.999999999999999999999985017477925612704),SC_(1.4982522074387296e-23)},
+     {SC_(309),SC_(128),SC_(356),SC_(116),SC_(0.03699807022436664481783952519965912389076),SC_(0.9635080874490526119281455020839353389893),SC_(0.0364919125509473880718544979160646610107)},
+     {SC_(309),SC_(128),SC_(356),SC_(118),SC_(0.009841004885312583962103221803148815989297),SC_(0.993692760577393009137664759110828345608),SC_(0.006307239422606990862335240889171654392)},
+     {SC_(309),SC_(128),SC_(356),SC_(93),SC_(7.420345119545524228030410375733923745618e-9),SC_(8.629428155628070366684594092408534645516e-9),SC_(0.9999999913705718443719296333154059075915)},
+     {SC_(309),SC_(128),SC_(356),SC_(116),SC_(0.03699807022436664481783952519965912389076),SC_(0.9635080874490526119281455020839353389893),SC_(0.0364919125509473880718544979160646610107)},
+     {SC_(309),SC_(128),SC_(356),SC_(125),SC_(6.362260373408836591756882525560844973285e-7),SC_(0.9999999340626449078905563129419058105376),SC_(6.59373550921094436870580941894624e-8)},
+     {SC_(309),SC_(128),SC_(356),SC_(106),SC_(0.03277124114580619708729686499120687204395),SC_(0.06807317418727831275448495227415103489184),SC_(0.9319268258127216872455150477258489651082)},
+     {SC_(309),SC_(128),SC_(356),SC_(81),SC_(1.927651715813821829732323304283668466216e-24),SC_(1.927651715813821829732323304283668466216e-24),SC_(0.999999999999999999999998072348284186178)},
+     {SC_(309),SC_(128),SC_(356),SC_(83),SC_(1.584612299767214748630852792482552076016e-20),SC_(1.609996181751797246335059654726033846867e-20),SC_(0.999999999999999999983900038182482027537)},
+     //{SC_(309),SC_(128),SC_(356),SC_(128),SC_(1.173952568854174209634781519975835814629e-10),SC_(1),SC_(0.e-40)},
+     {SC_(309),SC_(128),SC_(356),SC_(95),SC_(2.523134664906021391827654571209586578814e-7),SC_(3.068494487409635672940571726868111070252e-7),SC_(0.9999996931505512590364327059428273131889)},
+     {SC_(332),SC_(128),SC_(356),SC_(116),SC_(0.05814205100844658174163343144704930895785),SC_(0.1043915443995216378549656982347843287219),SC_(0.8956084556004783621450343017652156712781)},
+     {SC_(332),SC_(128),SC_(356),SC_(123),SC_(0.05076509679421834647006131590934390373976),SC_(0.9700817477211100887338137165315562065958),SC_(0.0299182522788899112661862834684437934042)},
+     //{SC_(332),SC_(128),SC_(356),SC_(128),SC_(0.00001429619718722787470213743464779523575631),SC_(1),SC_(0.e-40)},
+     {SC_(332),SC_(128),SC_(356),SC_(111),SC_(0.0002843459681667381617853471866947621470982),SC_(0.0003493978946605080858095590072982928343876),SC_(0.9996506021053394919141904409927017071656)},
+     {SC_(332),SC_(128),SC_(356),SC_(111),SC_(0.0002843459681667381617853471866947621470982),SC_(0.0003493978946605080858095590072982928343876),SC_(0.9996506021053394919141904409927017071656)},
+     {SC_(332),SC_(128),SC_(356),SC_(107),SC_(9.579183829301927913411085922401851443934e-8),SC_(1.02232247914434649321062443067360391674e-7),SC_(0.9999998977677520855653506789375569326396)},
+     {SC_(332),SC_(128),SC_(356),SC_(104),SC_(4.818676800586903535709507078965008419799e-12),SC_(4.818676800586903535709507078965008419799e-12),SC_(0.999999999995181323199413096464290492921)},
+     {SC_(332),SC_(128),SC_(356),SC_(127),SC_(0.0002142337451666538101705668255513510450897),SC_(0.9999857038028127721252978625653522047642),SC_(0.0000142961971872278747021374346477952358)},
+     {SC_(332),SC_(128),SC_(356),SC_(127),SC_(0.0002142337451666538101705668255513510450897),SC_(0.9999857038028127721252978625653522047642),SC_(0.0000142961971872278747021374346477952358)},
+     {SC_(332),SC_(128),SC_(356),SC_(107),SC_(9.579183829301927913411085922401851443934e-8),SC_(1.02232247914434649321062443067360391674e-7),SC_(0.9999998977677520855653506789375569326396)},
+     {SC_(212),SC_(32),SC_(356),SC_(15),SC_(0.04679452269585690471083072959542901135324),SC_(0.09056570871796626116701178400232098743809),SC_(0.9094342912820337388329882159976790125619)},
+     {SC_(212),SC_(32),SC_(356),SC_(28),SC_(0.000298951885315799196874009458588841772301),SC_(0.9999386636890326949093956874669061116592),SC_(0.0000613363109673050906043125330938883408)},
+     {SC_(212),SC_(32),SC_(356),SC_(29),SC_(0.00005380987713192179234513841074135180836722),SC_(0.9999924735661646167017408258776474634675),SC_(7.5264338353832982591741223525365325e-6)},
+     {SC_(212),SC_(32),SC_(356),SC_(7),SC_(5.539221092900167316408177848276345535105e-6),SC_(6.521697570783084325510247379750509166008e-6),SC_(0.9999934783024292169156744897526202494908)},
+     {SC_(212),SC_(32),SC_(356),SC_(22),SC_(0.08339487616491457455896412662508815268296),SC_(0.9048093964852138052663323971816424450912),SC_(0.0951906035147861947336676028183575549088)},
+     {SC_(212),SC_(32),SC_(356),SC_(18),SC_(0.1367815914435279497255477933577629138181),SC_(0.4132934993458208547924177892997570052706),SC_(0.5867065006541791452075822107002429947294)},
+     {SC_(212),SC_(32),SC_(356),SC_(16),SC_(0.07652092602950428411941997725346277295996),SC_(0.167086634747470545286431761255783760398),SC_(0.832913365252529454713568238744216239602)},
+     {SC_(212),SC_(32),SC_(356),SC_(3),SC_(8.391903427243916808702614270899070307974e-10),SC_(8.86774565639802428482912964915152805778e-10),SC_(0.999999999113225434360197571517087035085)},
+     {SC_(212),SC_(32),SC_(356),SC_(4),SC_(1.096192385183736633136778989136191058979e-8),SC_(1.184869841747716875985070285627706339557e-8),SC_(0.9999999881513015825228312401492971437229)},
+     {SC_(212),SC_(32),SC_(356),SC_(17),SC_(0.1094252731548223597804382346862103310545),SC_(0.2765119079022929050668699959419940914525),SC_(0.7234880920977070949331300040580059085475)},
+     {SC_(179),SC_(32),SC_(356),SC_(18),SC_(0.1149860948225087377801588778243991092637),SC_(0.8139797862076808205438951894721148396458),SC_(0.1860202137923191794561048105278851603542)},
+     {SC_(179),SC_(32),SC_(356),SC_(23),SC_(0.005515378538316167868190393516984294288754),SC_(0.9973673088529809564406684123791833504191),SC_(0.0026326911470190435593315876208166495809)},
+     {SC_(179),SC_(32),SC_(356),SC_(20),SC_(0.05242653830457308957769036352760793090822),SC_(0.9495830439377785233938827643656391993988),SC_(0.0504169560622214766061172356343608006012)},
+     {SC_(179),SC_(32),SC_(356),SC_(4),SC_(3.115784275573278454202364527915266129805e-6),SC_(3.511702493933144179504137478969140648129e-6),SC_(0.9999964882975060668558204958625210308594)},
+     {SC_(179),SC_(32),SC_(356),SC_(25),SC_(0.0005570282759059586733846587479596807625565),SC_(0.9998335066229194347607343611907145176662),SC_(0.0001664933770805652392656388092854823338)},
+     {SC_(179),SC_(32),SC_(356),SC_(2),SC_(3.042225654186898343697223959477332443125e-8),SC_(3.208447458210828825149684238665300316634e-8),SC_(0.999999967915525417891711748503157613347)},
+     {SC_(179),SC_(32),SC_(356),SC_(20),SC_(0.05242653830457308957769036352760793090822),SC_(0.9495830439377785233938827643656391993988),SC_(0.0504169560622214766061172356343608006012)},
+     {SC_(179),SC_(32),SC_(356),SC_(27),SC_(0.00002669789459104237581847089156469130772006),SC_(0.999995264454853397390693331886665294413),SC_(4.735545146602609306668113334705587e-6)},
+     {SC_(179),SC_(32),SC_(356),SC_(3),SC_(3.638337437777574370502761086672215151575e-7),SC_(3.959182183598657253017729510538745183239e-7),SC_(0.9999996040817816401342746982270489461255)},
+     {SC_(179),SC_(32),SC_(356),SC_(21),SC_(0.02869473180869921253994068089807112225269),SC_(0.9782777757464777359338234452637103216515),SC_(0.0217222242535222640661765547362896783485)},
+     //{SC_(425),SC_(962),SC_(973),SC_(425),SC_(0.001730269182885526599913793807137295644412),SC_(1),SC_(0.e-40)},
+     {SC_(425),SC_(962),SC_(973),SC_(424),SC_(0.01503533165425620233196465808246627720748),SC_(0.9982697308171144734000862061928627043556),SC_(0.0017302691828855265999137938071372956444)},
+     {SC_(425),SC_(962),SC_(973),SC_(419),SC_(0.1823616267560499554057729478613706085216),SC_(0.3325506178235432762157463639395714148864),SC_(0.6674493821764567237842536360604285851136)},
+     {SC_(425),SC_(962),SC_(973),SC_(424),SC_(0.01503533165425620233196465808246627720748),SC_(0.9982697308171144734000862061928627043556),SC_(0.0017302691828855265999137938071372956444)},
+     {SC_(425),SC_(962),SC_(973),SC_(417),SC_(0.03847426474600563431124947675865412641384),SC_(0.04986136290207192990264822548745200782154),SC_(0.9501386370979280700973517745125479921785)},
+     {SC_(425),SC_(962),SC_(973),SC_(421),SC_(0.2168069260267343633382269830226402084104),SC_(0.7851250755848850819000083724115550528855),SC_(0.2148749244151149180999916275884449471145)},
+     {SC_(425),SC_(962),SC_(973),SC_(422),SC_(0.1389722120621602968791241680275454416469),SC_(0.9240972876470453787791325404391004945324),SC_(0.0759027123529546212208674595608995054676)},
+     {SC_(425),SC_(962),SC_(973),SC_(421),SC_(0.2168069260267343633382269830226402084104),SC_(0.7851250755848850819000083724115550528855),SC_(0.2148749244151149180999916275884449471145)},
+     {SC_(425),SC_(962),SC_(973),SC_(417),SC_(0.03847426474600563431124947675865412641384),SC_(0.04986136290207192990264822548745200782154),SC_(0.9501386370979280700973517745125479921785)},
+     {SC_(425),SC_(962),SC_(973),SC_(422),SC_(0.1389722120621602968791241680275454416469),SC_(0.9240972876470453787791325404391004945324),SC_(0.0759027123529546212208674595608995054676)},
+     {SC_(540),SC_(962),SC_(973),SC_(529),SC_(0.001469618832174530213229780392268924311856),SC_(0.001469618832174530213229780392268924311856),SC_(0.9985303811678254697867702196077310756881)},
+     {SC_(540),SC_(962),SC_(973),SC_(535),SC_(0.1895661732555605465573127760069913903602),SC_(0.8361800421215626051684275771149104259661),SC_(0.1638199578784373948315724228850895740339)},
+     {SC_(540),SC_(962),SC_(973),SC_(533),SC_(0.2106816860607503576873231401676103114642),SC_(0.4096561522965513754144738310991797976557),SC_(0.5903438477034486245855261689008202023443)},
+     //{SC_(540),SC_(962),SC_(973),SC_(540),SC_(0.0001262256511272454676003572709234773890586),SC_(1),SC_(0.e-40)},
+     {SC_(540),SC_(962),SC_(973),SC_(535),SC_(0.1895661732555605465573127760069913903602),SC_(0.8361800421215626051684275771149104259661),SC_(0.1638199578784373948315724228850895740339)},
+     {SC_(540),SC_(962),SC_(973),SC_(529),SC_(0.001469618832174530213229780392268924311856),SC_(0.001469618832174530213229780392268924311856),SC_(0.9985303811678254697867702196077310756881)},
+     {SC_(540),SC_(962),SC_(973),SC_(529),SC_(0.001469618832174530213229780392268924311856),SC_(0.001469618832174530213229780392268924311856),SC_(0.9985303811678254697867702196077310756881)},
+     {SC_(540),SC_(962),SC_(973),SC_(538),SC_(0.01126643745784983506727998182414638859487),SC_(0.998101243928788030944820157648023435871),SC_(0.001898756071211969055179842351976564129)},
+     {SC_(540),SC_(962),SC_(973),SC_(538),SC_(0.01126643745784983506727998182414638859487),SC_(0.998101243928788030944820157648023435871),SC_(0.001898756071211969055179842351976564129)},
+     {SC_(540),SC_(962),SC_(973),SC_(530),SC_(0.0132071594295231837841763094497677103724),SC_(0.01467677826169771399740608984203663468425),SC_(0.9853232217383022860025939101579633653157)},
+     {SC_(797),SC_(334),SC_(973),SC_(252),SC_(0.00006625796823677690729314300617452992326649),SC_(0.0001348401906870167680027021434814934503861),SC_(0.9998651598093129832319972978565185065496)},
+     //{SC_(797),SC_(334),SC_(973),SC_(322),SC_(6.983850717054883225806592315521964705242e-21),SC_(0.999999999999999999999173818250410551486),SC_(8.26181749589448514e-22)},
+     {SC_(797),SC_(334),SC_(973),SC_(294),SC_(0.00008908450711833519340856244713611142471579),SC_(0.9999171648613243361673307688374104919183),SC_(0.0000828351386756638326692311625895080817)},
+     //{SC_(797),SC_(334),SC_(973),SC_(315),SC_(4.477512056168159048537745352957006933488e-15),SC_(0.999999999999999011103714625815853985649),SC_(9.88896285374184146014351e-16)},
+     //{SC_(797),SC_(334),SC_(973),SC_(320),SC_(4.669717243593948437260963126450566810095e-19),SC_(0.999999999999999999932590227929891823175),SC_(6.7409772070108176825e-20)},
+     {SC_(797),SC_(334),SC_(973),SC_(236),SC_(6.727393238319958780368559514417208047046e-11),SC_(9.987409104666421473936613845778962623697e-11),SC_(0.999999999900125908953335785260633861542)},
+     {SC_(797),SC_(334),SC_(973),SC_(293),SC_(0.0001723748999525510246442102635641830819704),SC_(0.9998280803542060009739222063902743804936),SC_(0.0001719196457939990260777936097256195064)},
+     {SC_(797),SC_(334),SC_(973),SC_(240),SC_(4.208099135331936814529085955012549745131e-9),SC_(6.631352233586740245027290009470364897932e-9),SC_(0.9999999933686477664132597549727099905296)},
+     {SC_(797),SC_(334),SC_(973),SC_(226),SC_(2.837277830784060952227181395283153835467e-16),SC_(3.753858052411669554994217970061448093714e-16),SC_(0.999999999999999624614194758833044500578)},
+     {SC_(797),SC_(334),SC_(973),SC_(184),SC_(1.837052002163276359154130471333208458286e-54),SC_(1.93670704001299800120056217810738417905e-54),SC_(1)},
+     {SC_(453),SC_(334),SC_(973),SC_(28),SC_(6.793193827561028202902976635003367877227e-75),SC_(7.118636331915467986484970086981805616095e-75),SC_(1)},
+     {SC_(453),SC_(334),SC_(973),SC_(53),SC_(7.809780788870239982842609746744039778707e-47),SC_(8.790962431354454536711420041061177586564e-47),SC_(1)},
+     //{SC_(453),SC_(334),SC_(973),SC_(320),SC_(3.131175927803977169916713432405745219695e-126),SC_(1),SC_(0.e-40)},
+     //{SC_(453),SC_(334),SC_(973),SC_(206),SC_(3.60219857522415158547703220100375407042e-12),SC_(0.999999999997753146803152633354062788882),SC_(2.246853196847366645937211118e-12)},
+     {SC_(453),SC_(334),SC_(973),SC_(15),SC_(4.27439806904807633594722300172024102612e-94),SC_(4.367988093148506690674156367666866626417e-94),SC_(1)},
+     {SC_(453),SC_(334),SC_(973),SC_(152),SC_(0.04826841874430430687609539751074516400646),SC_(0.3424802704976019616108159408843983798306),SC_(0.6575197295023980383891840591156016201694)},
+     //{SC_(453),SC_(334),SC_(973),SC_(288),SC_(5.01196899862618170032413245887252273368e-77),SC_(1),SC_(0.e-40)},
+     {SC_(453),SC_(334),SC_(973),SC_(158),SC_(0.05093523942943842194436856352296911381224),SC_(0.6577681435125240236827321826001806186743),SC_(0.3422318564874759763172678173998193813257)},
+     //{SC_(453),SC_(334),SC_(973),SC_(240),SC_(5.625853848826174111387936567286920206281e-31),SC_(0.999999999999999999999999999999864966466),SC_(1.35033534e-31)},
+     //{SC_(453),SC_(334),SC_(973),SC_(307),SC_(1.115893441169970912376476440179941658041e-103),SC_(1),SC_(0.e-40)},
+     //{SC_(437),SC_(318),SC_(1209),SC_(290),SC_(1.006620133234272771163677015430335203943e-130),SC_(1),SC_(0.e-40)},
+     {SC_(437),SC_(318),SC_(1209),SC_(91),SC_(0.000249746343620639318300239691547389701761),SC_(0.0006387097424328087819071799019558425578344),SC_(0.9993612902575671912180928200980441574422)},
+     //{SC_(437),SC_(318),SC_(1209),SC_(161),SC_(2.626291609603155449015480586249378996646e-10),SC_(0.99999999980295295962658198502303195079),SC_(1.9704704037341801497696804921e-10)},
+     {SC_(437),SC_(318),SC_(1209),SC_(121),SC_(0.03842277275961047991159275112715017088171),SC_(0.8138423545996981671290697197982014986511),SC_(0.1861576454003018328709302802017985013489)},
+     {SC_(437),SC_(318),SC_(1209),SC_(110),SC_(0.04348498418098799613741149657597115317029),SC_(0.2735425234591600571117362990553155570651),SC_(0.7264574765408399428882637009446844429349)},
+     //{SC_(437),SC_(318),SC_(1209),SC_(227),SC_(1.88229016834885594756235286696744970181e-51),SC_(1),SC_(0.e-40)},
+     {SC_(437),SC_(318),SC_(1209),SC_(134),SC_(0.00194550241359619551975486688720863879117),SC_(0.9959039509551882259961399094904303046884),SC_(0.0040960490448117740038600905095696953116)},
+     //{SC_(437),SC_(318),SC_(1209),SC_(297),SC_(3.099170124790288236133811018964458572526e-143),SC_(1),SC_(0.e-40)},
+     //{SC_(437),SC_(318),SC_(1209),SC_(315),SC_(8.745337833902361187545389118026512656014e-183),SC_(1),SC_(0.e-40)},
+     {SC_(437),SC_(318),SC_(1209),SC_(184),SC_(1.307228949356826879223900266059585713681e-20),SC_(0.999999999999999999994796180432579251579),SC_(5.203819567420748421e-21)},
+     {SC_(690),SC_(318),SC_(1209),SC_(37),SC_(3.320625863326094090483393792106638864492e-86),SC_(3.486813684143416952377418163000021290702e-86),SC_(1)},
+     //{SC_(690),SC_(318),SC_(1209),SC_(295),SC_(8.028270602773348094175158677072201916994e-59),SC_(1),SC_(0.e-40)},
+     //{SC_(690),SC_(318),SC_(1209),SC_(217),SC_(7.446847405448950069716275639243476085211e-7),SC_(0.9999992151368775059138538229355824721045),SC_(7.848631224940861461770644175278955e-7)},
+     //{SC_(690),SC_(318),SC_(1209),SC_(234),SC_(8.655813341764919370257475355332168675631e-13),SC_(0.999999999999492800168053859053519679115),SC_(5.07199831946140946480320885e-13)},
+     {SC_(690),SC_(318),SC_(1209),SC_(44),SC_(2.225193268385278826382154176975169922062e-77),SC_(2.368395859994222444389160292498856150859e-77),SC_(1)},
+     {SC_(690),SC_(318),SC_(1209),SC_(129),SC_(2.38378427332930781600974503246401822634e-12),SC_(3.934973888947151527521600631524818827246e-12),SC_(0.999999999996065026111052848472478399368)},
+     {SC_(690),SC_(318),SC_(1209),SC_(107),SC_(5.883202459583277063909486057329520787237e-23),SC_(7.99788786613398647632239208434936393405e-23),SC_(0.999999999999999999999920021121338660135)},
+     //{SC_(690),SC_(318),SC_(1209),SC_(291),SC_(3.387447252601386063089573439124401793154e-54),SC_(1),SC_(0.e-40)},
+     //{SC_(690),SC_(318),SC_(1209),SC_(303),SC_(3.436705085016389481492195392327629935159e-69),SC_(1),SC_(0.e-40)},
+     //{SC_(690),SC_(318),SC_(1209),SC_(232),SC_(5.823171654984571450723327045719220660975e-12),SC_(0.999999999996359036982781341520668192317),SC_(3.640963017218658479331807683e-12)},
+     {SC_(754),SC_(157),SC_(1209),SC_(10),SC_(7.014731528920930361951810768762429681404e-57),SC_(7.215660108865651017830678595247908240443e-57),SC_(1)},
+     {SC_(754),SC_(157),SC_(1209),SC_(21),SC_(2.887208079689564214747175904058519741897e-42),SC_(3.0923605955326645813810452988173375984e-42),SC_(1)},
+     {SC_(754),SC_(157),SC_(1209),SC_(20),SC_(1.92340807552262283205625921172736368573e-43),SC_(2.051525158431003666338693947588178565032e-43),SC_(1)},
+     {SC_(754),SC_(157),SC_(1209),SC_(66),SC_(1.510579165415947337341767267500824992875e-8),SC_(2.407486958664755543046601156111483971513e-8),SC_(0.9999999759251304133524445695339884388852)},
+     {SC_(754),SC_(157),SC_(1209),SC_(115),SC_(0.0006608966357000263070197349769408621428164),SC_(0.9992317108820617655465532119624578489362),SC_(0.0007682891179382344534467880375421510638)},
+     {SC_(754),SC_(157),SC_(1209),SC_(1),SC_(1.758547036970495437785096784555337943894e-73),SC_(1.76298878766787314424996140415173293321e-73),SC_(1)},
+     {SC_(754),SC_(157),SC_(1209),SC_(101),SC_(0.0611596896401622665249392682773787940425),SC_(0.7356135902796048313964729794636385680193),SC_(0.2643864097203951686035270205363614319807)},
+     {SC_(754),SC_(157),SC_(1209),SC_(110),SC_(0.00711037858146964825555095885784703561601),SC_(0.9877367207638833770260247624792821273585),SC_(0.0122632792361166229739752375207178726415)},
+     {SC_(754),SC_(157),SC_(1209),SC_(0),SC_(4.441750697377706464864619596394989315789e-76),SC_(4.441750697377706464864619596394989315789e-76),SC_(1)},
+     {SC_(754),SC_(157),SC_(1209),SC_(48),SC_(3.336274865105840654390318803892947594077e-18),SC_(4.231951398640858500408212031832569592048e-18),SC_(0.999999999999999995768048601359141499592)},
+     {SC_(972),SC_(157),SC_(1209),SC_(23),SC_(1.256916204055012846327346469934583088434e-86),SC_(1.280543104857283708622078393598734379004e-86),SC_(1)},
+     {SC_(972),SC_(157),SC_(1209),SC_(11),SC_(1.746441258293646773567310499714837545838e-109),SC_(1.758881956444457902473727074497955667871e-109),SC_(1)},
+     {SC_(972),SC_(157),SC_(1209),SC_(156),SC_(3.911317894313098707233226403260859259024e-15),SC_(0.999999999999999914224101648539639734948),SC_(8.5775898351460360265052e-17)},
+     {SC_(972),SC_(157),SC_(1209),SC_(49),SC_(2.903655345315729957508557380199650891209e-49),SC_(3.097571274031110857392766478316885711407e-49),SC_(1)},
+     {SC_(972),SC_(157),SC_(1209),SC_(146),SC_(1.966253266445107381180160844299205213212e-6),SC_(0.9999992988002280865167638533917395359396),SC_(7.011997719134832361466082604640604e-7)},
+     {SC_(972),SC_(157),SC_(1209),SC_(120),SC_(0.03419666194773366390271416862729435096174),SC_(0.1100591220477970962195724476748588700464),SC_(0.8899408779522029037804275523251411299536)},
+     {SC_(972),SC_(157),SC_(1209),SC_(84),SC_(7.531982350445872263147888523308276049073e-17),SC_(9.506181734656504965593219627111945819999e-17),SC_(0.999999999999999904938182653434950344068)},
+     {SC_(972),SC_(157),SC_(1209),SC_(144),SC_(0.00001981485176354782268456402679318085722013),SC_(0.9999907950124211715622293660375036107191),SC_(9.2049875788284377706339624963892809e-6)},
+     {SC_(972),SC_(157),SC_(1209),SC_(108),SC_(0.00007133191038860805379624854022655094047227),SC_(0.0001312867330986177479712388439732547077734),SC_(0.9998687132669013822520287611560267452922)},
+     {SC_(972),SC_(157),SC_(1209),SC_(3),SC_(2.005087090102681754797772599049082315503e-128),SC_(2.008411383539907780338312125871301296826e-128),SC_(1)},
+     {SC_(786),SC_(2598),SC_(3198),SC_(354),SC_(7.903260705042764488301445082606473361127e-173),SC_(8.417880629333124464958707448513829976282e-173),SC_(1)},
+     {SC_(786),SC_(2598),SC_(3198),SC_(525),SC_(2.162810631124519549340581709730147751517e-30),SC_(3.209393798589136518333848434941341569445e-30),SC_(0.999999999999999999999999999996790606201)},
+     {SC_(786),SC_(2598),SC_(3198),SC_(663),SC_(0.001447152885700053794735373991082805537555),SC_(0.9961287857259508667199771183279835477078),SC_(0.0038712142740491332800228816720164522922)},
+     {SC_(786),SC_(2598),SC_(3198),SC_(384),SC_(1.100043121328119195202410338419197081057e-138),SC_(1.202354725833875441303984179115024934866e-138),SC_(1)},
+     {SC_(786),SC_(2598),SC_(3198),SC_(457),SC_(2.028627530496037837927999765314022991323e-72),SC_(2.458531324056423604246901969344101625399e-72),SC_(1)},
+     {SC_(786),SC_(2598),SC_(3198),SC_(332),SC_(1.039890390494686469133943817352555412314e-200),SC_(1.091134024815476999807915065508065049447e-200),SC_(1)},
+     //{SC_(786),SC_(2598),SC_(3198),SC_(723),SC_(9.584044850067058477290355360579073950829e-22),SC_(0.999999999999999999999587791549423554272),SC_(4.12208450576445728e-22)},
+     {SC_(786),SC_(2598),SC_(3198),SC_(235),SC_(5.287293166825105514181323250483161211397e-360),SC_(5.3343535872986423431564523183866543041e-360),SC_(1)},
+     {SC_(786),SC_(2598),SC_(3198),SC_(367),SC_(1.669523421668577782334312791674566033975e-157),SC_(1.796733056974522462455948368840646736733e-157),SC_(1)},
+     {SC_(786),SC_(2598),SC_(3198),SC_(384),SC_(1.100043121328119195202410338419197081057e-138),SC_(1.202354725833875441303984179115024934866e-138),SC_(1)},
+     {SC_(2284),SC_(2598),SC_(3198),SC_(1812),SC_(2.076831972632489091686388421038171046837e-6),SC_(5.354493333876393887982629292665925446059e-6),SC_(0.9999946455066661236061120173707073340746)},
+     {SC_(2284),SC_(2598),SC_(3198),SC_(1848),SC_(0.03043400366814929190463430046897554723115),SC_(0.2426930943591920127852170607127364214983),SC_(0.7573069056408079872147829392872635785017)},
+     {SC_(2284),SC_(2598),SC_(3198),SC_(1692),SC_(1.612952941179119319800540847339295957404e-84),SC_(1.65445368566756829784568201999579763927e-84),SC_(1)},
+     {SC_(2284),SC_(2598),SC_(3198),SC_(1762),SC_(1.477889118594974267435908555057207374771e-23),SC_(2.147014310066440005194093427131433710863e-23),SC_(0.9999999999999999999999785298568993356)},
+     //{SC_(2284),SC_(2598),SC_(3198),SC_(2206),SC_(1.413250104820905541938131192149992173614e-253),SC_(1),SC_(0.e-40)},
+     //{SC_(2284),SC_(2598),SC_(3198),SC_(2207),SC_(3.743653749455626400814053262752372357763e-255),SC_(1),SC_(0.e-40)},
+     //{SC_(2284),SC_(2598),SC_(3198),SC_(2276),SC_(3.355132738483096581505327776882771453977e-391),SC_(1),SC_(0.e-40)},
+     //{SC_(2284),SC_(2598),SC_(3198),SC_(2073),SC_(2.568226642878234234731469207214275586921e-96),SC_(1),SC_(0.e-40)},
+     //{SC_(2284),SC_(2598),SC_(3198),SC_(2120),SC_(1.300039280970278491399563360418008519226e-141),SC_(1),SC_(0.e-40)},
+     {SC_(2284),SC_(2598),SC_(3198),SC_(1870),SC_(0.0137996710604292526669597574510970453016),SC_(0.9332289351942023401992097275568239112338),SC_(0.0667710648057976598007902724431760887662)},
+     {SC_(2714),SC_(2564),SC_(3198),SC_(2153),SC_(0.0007602068090348631169150843040670180316801),SC_(0.00221724930017410584273440242818094113795),SC_(0.9977827506998258941572655975718190588621)},
+     //{SC_(2714),SC_(2564),SC_(3198),SC_(2275),SC_(2.389273478584848197542682700197857941686e-30),SC_(0.999999999999999999999999999999056225002),SC_(9.43774998e-31)},
+     //{SC_(2714),SC_(2564),SC_(3198),SC_(2311),SC_(4.496875877106921733455038361783686733759e-53),SC_(1),SC_(0.e-40)},
+     //{SC_(2714),SC_(2564),SC_(3198),SC_(2481),SC_(5.427452315078316521316606761519937268639e-252),SC_(1),SC_(0.e-40)},
+     //{SC_(2714),SC_(2564),SC_(3198),SC_(2523),SC_(3.28760233821461751336472689613619049464e-332),SC_(1),SC_(0.e-40)},
+     //{SC_(2714),SC_(2564),SC_(3198),SC_(2361),SC_(3.921679538081295786093131327204110370691e-95),SC_(1),SC_(0.e-40)},
+     {SC_(2714),SC_(2564),SC_(3198),SC_(2158),SC_(0.004023946386086623057595170070984435297238),SC_(0.01407047793206240235127460830155934874536),SC_(0.9859295220679375976487253916984406512546)},
+     //{SC_(2714),SC_(2564),SC_(3198),SC_(2444),SC_(5.297510662712953060252841619712357096826e-194),SC_(1),SC_(0.e-40)},
+     //{SC_(2714),SC_(2564),SC_(3198),SC_(2226),SC_(1.024254921782787513607818489358590331848e-9),SC_(0.999999998983989155511863183091944810876),SC_(1.016010844488136816908055189124e-9)},
+     //{SC_(2714),SC_(2564),SC_(3198),SC_(2355),SC_(1.978929781286286216878147108631004914241e-89),SC_(1),SC_(0.e-40)},
+     {SC_(730),SC_(2564),SC_(3198),SC_(420),SC_(7.52805744911035547937873348821232511921e-61),SC_(9.451617680125119619555226733383820418426e-61),SC_(1)},
+     {SC_(730),SC_(2564),SC_(3198),SC_(517),SC_(1.035415089580412942515641975689141390427e-12),SC_(2.039063402388744610887027882654444741063e-12),SC_(0.999999999997960936597611255389112972117)},
+     {SC_(730),SC_(2564),SC_(3198),SC_(611),SC_(0.0009740308940664704470710407807024893489785),SC_(0.9975545460464081603943666566696536662421),SC_(0.0024454539535918396056333433303463337579)},
+     {SC_(730),SC_(2564),SC_(3198),SC_(279),SC_(1.595304181815312276176972504209173730097e-199),SC_(1.678177738130090668227067442053093761348e-199),SC_(1)},
+     {SC_(730),SC_(2564),SC_(3198),SC_(420),SC_(7.52805744911035547937873348821232511921e-61),SC_(9.451617680125119619555226733383820418426e-61),SC_(1)},
+     {SC_(730),SC_(2564),SC_(3198),SC_(504),SC_(5.550807487053911812822058829445386689796e-17),SC_(9.849409209415822224424654722895977955379e-17),SC_(0.999999999999999901505907905841777755753)},
+     {SC_(730),SC_(2564),SC_(3198),SC_(372),SC_(1.605546354870612178740781050646539186862e-98),SC_(1.845937605823900204504036820035159735218e-98),SC_(1)},
+     {SC_(730),SC_(2564),SC_(3198),SC_(571),SC_(0.01343296248841276379815843094254576483911),SC_(0.07353198708249211486109185562092974993258),SC_(0.9264680129175078851389081443790702500674)},
+     {SC_(730),SC_(2564),SC_(3198),SC_(368),SC_(4.384983235539954445467700700515092170797e-102),SC_(5.013351380094734022335274851001595308115e-102),SC_(1)},
+     {SC_(730),SC_(2564),SC_(3198),SC_(158),SC_(6.235660560187736802444553036433270953835e-402),SC_(6.280258997482568173440303376158993204012e-402),SC_(1)},
+     {SC_(116),SC_(4934),SC_(5494),SC_(70),SC_(2.075900101560929841792553796613471100774e-17),SC_(2.460459266799689492021057206125120932409e-17),SC_(0.999999999999999975395407332003105079789)},
+     {SC_(116),SC_(4934),SC_(5494),SC_(31),SC_(9.871285170348988309256098933733531664211e-61),SC_(1.02277976167625044026478937816407960646e-60),SC_(1)},
+     {SC_(116),SC_(4934),SC_(5494),SC_(63),SC_(2.267197108749237594778606213605575779119e-23),SC_(2.578750935327152372426021552106352357734e-23),SC_(0.999999999999999999999974212490646728476)},
+     {SC_(116),SC_(4934),SC_(5494),SC_(42),SC_(6.007346576998807709658897241840197510143e-46),SC_(6.360318241570135121802589412647726196011e-46),SC_(1)},
+     {SC_(116),SC_(4934),SC_(5494),SC_(106),SC_(0.1116804690473795095104669373988381764272),SC_(0.7584676353906888096439200728313197090907),SC_(0.2415323646093111903560799271686802909093)},
+     {SC_(116),SC_(4934),SC_(5494),SC_(100),SC_(0.0503742119970223819663542994283390181172),SC_(0.1287616578083579316935823220930883355539),SC_(0.8712383421916420683064176779069116644461)},
+     {SC_(116),SC_(4934),SC_(5494),SC_(8),SC_(1.136161661575578777389109430583966945594e-100),SC_(1.143856400465436699424699529942978060397e-100),SC_(1)},
+     {SC_(116),SC_(4934),SC_(5494),SC_(39),SC_(9.175753504734590818744774120376180805312e-50),SC_(9.650802483228010632797337380631125909948e-50),SC_(1)},
+     {SC_(116),SC_(4934),SC_(5494),SC_(38),SC_(4.526030374578030397726435764033594085953e-51),SC_(4.750489784934198140525632602549451046364e-51),SC_(1)},
+     {SC_(116),SC_(4934),SC_(5494),SC_(19),SC_(1.14288295995607625399252341664345765015e-79),SC_(1.164114085538017085528413782178340874898e-79),SC_(1)},
+     {SC_(3215),SC_(4934),SC_(5494),SC_(2706),SC_(1.301464585707490814792535362994737105742e-71),SC_(1.48066685396468895689159213319649073755e-71),SC_(1)},
+     //{SC_(3215),SC_(4934),SC_(5494),SC_(3014),SC_(2.778928853125489940813034129923433306267e-30),SC_(0.999999999999999999999999999998477829012),SC_(1.522170988e-30)},
+     {SC_(3215),SC_(4934),SC_(5494),SC_(2775),SC_(2.980705983079855228190799398729048352087e-26),SC_(4.568054515761335768661592313440449747617e-26),SC_(0.999999999999999999999999954319454842387)},
+     //{SC_(3215),SC_(4934),SC_(5494),SC_(3004),SC_(5.378089066435558496049070834586693555302e-26),SC_(0.999999999999999999999999966307286850134),SC_(3.3692713149866e-26)},
+     {SC_(3215),SC_(4934),SC_(5494),SC_(2769),SC_(4.575321018475226387137075375185371548035e-29),SC_(6.770307181230632452986350148326352876378e-29),SC_(0.999999999999999999999999999932296928188)},
+     {SC_(3215),SC_(4934),SC_(5494),SC_(2964),SC_(1.832217460276038557251397001240443135099e-12),SC_(0.999999999997907478272135988382633698282),SC_(2.092521727864011617366301718e-12)},
+     {SC_(3215),SC_(4934),SC_(5494),SC_(2863),SC_(0.003192814456943264796090309312301672830727),SC_(0.01529732399678425733294970091036265409296),SC_(0.984702676003215742667050299089637345907)},
+     {SC_(3215),SC_(4934),SC_(5494),SC_(2925),SC_(0.0001126567239667587485681805535995818729655),SC_(0.9997091506136263206825603745115894853285),SC_(0.0002908493863736793174396254884105146715)},
+     //{SC_(3215),SC_(4934),SC_(5494),SC_(2978),SC_(1.493072631611316664630886611666164517391e-16),SC_(0.999999999999999863933229779127230838208),SC_(1.36066770220872769161792e-16)},
+     //{SC_(3215),SC_(4934),SC_(5494),SC_(3135),SC_(1.364144802642130452748715021650473092386e-115),SC_(1),SC_(0.e-40)},
+     {SC_(4679),SC_(63),SC_(5494),SC_(59),SC_(0.02177554343769504321391071983139287817981),SC_(0.9889720983037576750038011653281528633075),SC_(0.0110279016962423249961988346718471366925)},
+     {SC_(4679),SC_(63),SC_(5494),SC_(34),SC_(2.291834910217138046227257852037994292793e-9),SC_(2.826079121524902134800638171700742220719e-9),SC_(0.9999999971739208784750978651993618282993)},
+     {SC_(4679),SC_(63),SC_(5494),SC_(20),SC_(5.589240186641653949455334785805795497732e-22),SC_(6.041538257297753020668486984071999814492e-22),SC_(0.999999999999999999999395846174270224698)},
+     {SC_(4679),SC_(63),SC_(5494),SC_(38),SC_(8.869462684596912381586295236545550772373e-7),SC_(1.172966728086824690764634534551048866175e-6),SC_(0.9999988270332719131753092353654654489511)},
+     {SC_(4679),SC_(63),SC_(5494),SC_(51),SC_(0.08430051884656719121900050667329876824698),SC_(0.2161351933502864992680720821496335588975),SC_(0.7838648066497135007319279178503664411025)},
+     {SC_(4679),SC_(63),SC_(5494),SC_(28),SC_(4.353757770671806099525426427856956157503e-14),SC_(4.999772155653313226775586682549807872326e-14),SC_(0.999999999999950002278443466867732244133)},
+     {SC_(4679),SC_(63),SC_(5494),SC_(59),SC_(0.02177554343769504321391071983139287817981),SC_(0.9889720983037576750038011653281528633075),SC_(0.0110279016962423249961988346718471366925)},
+     {SC_(4679),SC_(63),SC_(5494),SC_(54),SC_(0.1419850808354917019613239285390612426154),SC_(0.6036890800491267250430218325034504954109),SC_(0.3963109199508732749569781674965495045891)},
+     {SC_(4679),SC_(63),SC_(5494),SC_(3),SC_(7.136954483641043093561093598618884335191e-47),SC_(7.193910796612041799520506176766000163643e-47),SC_(1)},
+     {SC_(4679),SC_(63),SC_(5494),SC_(36),SC_(5.137428541711846166022551383288380953976e-8),SC_(6.540826512244440138867446454619929204767e-8),SC_(0.9999999345917348775555986113255354538007)},
+     {SC_(4498),SC_(63),SC_(5494),SC_(55),SC_(0.07515584769838484415224427111536446726427),SC_(0.9064496805743194682928292408977067592803),SC_(0.0935503194256805317071707591022932407197)},
+     {SC_(4498),SC_(63),SC_(5494),SC_(36),SC_(3.006028587230163412087950484735104776256e-6),SC_(4.134445889095858247521380401532958569624e-6),SC_(0.9999958655541109041417524786195984670414)},
+     {SC_(4498),SC_(63),SC_(5494),SC_(7),SC_(1.180925335910771625584177682408114761433e-34),SC_(1.211941484403213408973968966482121921302e-34),SC_(0.999999999999999999999999999999999878806)},
+     {SC_(4498),SC_(63),SC_(5494),SC_(61),SC_(0.0003058214478756612288237352875129947033387),SC_(0.9999528980850807036913573016612812428566),SC_(0.0000471019149192963086426983387187571434)},
+     {SC_(4498),SC_(63),SC_(5494),SC_(30),SC_(5.434404923577365920603519544002198527592e-10),SC_(6.688363101915135304240265747428239721706e-10),SC_(0.999999999331163689808486469575973425257)},
+     {SC_(4498),SC_(63),SC_(5494),SC_(1),SC_(1.107542894346697539367034550776316964086e-45),SC_(1.111193352974940834453276796961305989348e-45),SC_(1)},
+     {SC_(4498),SC_(63),SC_(5494),SC_(52),SC_(0.1308264751086438221424092026318742903987),SC_(0.6067495681363828513659178756682145346319),SC_(0.3932504318636171486340821243317854653681)},
+     {SC_(4498),SC_(63),SC_(5494),SC_(3),SC_(1.612844731098380416414479224652978509006e-41),SC_(1.629469137307708933371779117639634427735e-41),SC_(1)},
+     {SC_(4498),SC_(63),SC_(5494),SC_(7),SC_(1.180925335910771625584177682408114761433e-34),SC_(1.211941484403213408973968966482121921302e-34),SC_(0.999999999999999999999999999999999878806)},
+     {SC_(4498),SC_(63),SC_(5494),SC_(31),SC_(2.681268904938900886084410840737050460789e-9),SC_(3.35010521513041441650843741547987443296e-9),SC_(0.9999999966498947848695855834915625845201)},
+     {SC_(4927),SC_(5709),SC_(15582),SC_(1006),SC_(6.339234104612103924818478600804223240535e-190),SC_(9.381728684405531114969361200221656280534e-190),SC_(1)},
+     //{SC_(4927),SC_(5709),SC_(15582),SC_(3075),SC_(3.677152045501920304167491485472390252599e-444),SC_(1),SC_(0.e-40)},
+     //{SC_(4927),SC_(5709),SC_(15582),SC_(1930),SC_(7.021619514016001433795351034994363459872e-7),SC_(0.9999961074340315071158318618094539709261),SC_(3.8925659684928841681381905460290739e-6)},
+     //{SC_(4927),SC_(5709),SC_(15582),SC_(3670),SC_(3.023889360679502938528761389063297095916e-974),SC_(1),SC_(0.e-40)},
+     //{SC_(4927),SC_(5709),SC_(15582),SC_(3396),SC_(1.518102375990395835193698956978291603351e-701),SC_(1),SC_(0.e-40)},
+     //{SC_(4927),SC_(5709),SC_(15582),SC_(4252),SC_(3.59537869952930700205997971685748921757e-1747),SC_(1),SC_(0.e-40)},
+     //{SC_(4927),SC_(5709),SC_(15582),SC_(2892),SC_(3.296953405682328274817830825632043002187e-325),SC_(1),SC_(0.e-40)},
+     //{SC_(4927),SC_(5709),SC_(15582),SC_(4634),SC_(2.939967325749253243319695099153624196492e-2452),SC_(1),SC_(0.e-40)},
+     {SC_(4927),SC_(5709),SC_(15582),SC_(566),SC_(9.658759281646508651392504855467279628581e-481),SC_(1.121789646189748754673629264448480612184e-480),SC_(1)},
+     {SC_(4927),SC_(5709),SC_(15582),SC_(578),SC_(1.539338296002620482584150731931745370605e-470),SC_(1.796125390374408977243663785953386517648e-470),SC_(1)},
+     {SC_(12463),SC_(5709),SC_(15582),SC_(3478),SC_(1.006405922085765327249426805877543752218e-434),SC_(1.189508163301917338844808154550173850989e-434),SC_(1)},
+     {SC_(12463),SC_(5709),SC_(15582),SC_(3102),SC_(1.801588237261977931271087511792575138713e-806),SC_(1.926905984951753467315647688105897884209e-806),SC_(1)},
+     //{SC_(12463),SC_(5709),SC_(15582),SC_(4836),SC_(1.279500290415770784796394928901921281391e-30),SC_(0.999999999999999999999999999997992139054),SC_(2.007860946e-30)},
+     //{SC_(12463),SC_(5709),SC_(15582),SC_(5672),SC_(8.211075716556983834494281939126325961014e-631),SC_(1),SC_(0.e-40)},
+     {SC_(12463),SC_(5709),SC_(15582),SC_(2739),SC_(7.942740543104711231249902212637227645973e-1338),SC_(8.056526098952320234215083963959077928992e-1338),SC_(1)},
+     //{SC_(12463),SC_(5709),SC_(15582),SC_(5691),SC_(2.469075354107191191986179778263512079e-668),SC_(1),SC_(0.e-40)},
+     {SC_(12463),SC_(5709),SC_(15582),SC_(2722),SC_(9.779333008745284830383984850117446014205e-1370),SC_(9.901538457186077459455392963727220943833e-1370),SC_(1)},
+     {SC_(12463),SC_(5709),SC_(15582),SC_(3463),SC_(5.30615834698657866630857578903211416722e-447),SC_(6.238314045857898958032074360456653750184e-447),SC_(1)},
+     {SC_(12463),SC_(5709),SC_(15582),SC_(3065),SC_(3.401470422855740308061231647970018418367e-851),SC_(3.613018073107107137747060327519176948069e-851),SC_(1)},
+     //{SC_(12463),SC_(5709),SC_(15582),SC_(5669),SC_(2.357007720699358431877989506299284244468e-625),SC_(1),SC_(0.e-40)},
+     {SC_(4438),SC_(12575),SC_(15582),SC_(3263),SC_(4.435321459779290899993711683502778935079e-45),SC_(9.740316269301809627744830862498348157159e-45),SC_(1)},
+     {SC_(4438),SC_(12575),SC_(15582),SC_(2797),SC_(1.633335582290992118308319188940666290148e-251),SC_(2.142953554897797330733201509747662022608e-251),SC_(1)},
+     {SC_(4438),SC_(12575),SC_(15582),SC_(2691),SC_(5.495849840533559961957052425968731722353e-322),SC_(6.836845529230566706607480161453931176945e-322),SC_(1)},
+     {SC_(4438),SC_(12575),SC_(15582),SC_(2431),SC_(1.993828118934155932497960035027714551599e-533),SC_(2.263920531776472531722580833266889159382e-533),SC_(1)},
+     //{SC_(4438),SC_(12575),SC_(15582),SC_(4311),SC_(1.179187250020158315490073292121582351995e-305),SC_(1),SC_(0.e-40)},
+     {SC_(4438),SC_(12575),SC_(15582),SC_(2326),SC_(3.299330524432867192121564820200580059945e-635),SC_(3.650095231694719949668862317327622630577e-635),SC_(1)},
+     //{SC_(4438),SC_(12575),SC_(15582),SC_(3779),SC_(2.811813909295360559735426635527205346905e-20),SC_(0.999999999999999999947768931875694491675),SC_(5.2231068124305508325e-20)},
+     {SC_(4438),SC_(12575),SC_(15582),SC_(2273),SC_(2.121966223891087340540365503793597463055e-690),SC_(2.320974324298723210214732910188800714753e-690),SC_(1)},
+     {SC_(4438),SC_(12575),SC_(15582),SC_(1704),SC_(4.26047773610794944627559108769983951047e-1481),SC_(4.328185563225618905397135819823042898001e-1481),SC_(1)},
+     {SC_(4438),SC_(12575),SC_(15582),SC_(3187),SC_(2.702643231114555571113233202034373770661e-67),SC_(5.150995278963108588055631364450502244211e-67),SC_(1)},
+     {SC_(11491),SC_(12575),SC_(15582),SC_(8946),SC_(1.703165566721353814922501297682510774634e-56),SC_(3.075137845246061197300125409500262963551e-56),SC_(1)},
+     //{SC_(11491),SC_(12575),SC_(15582),SC_(10716),SC_(4.143757744937962174939769535710512245796e-865),SC_(1),SC_(0.e-40)},
+     //{SC_(11491),SC_(12575),SC_(15582),SC_(11146),SC_(3.445253481408347317737434293597176336291e-1499),SC_(1),SC_(0.e-40)},
+     //{SC_(11491),SC_(12575),SC_(15582),SC_(10556),SC_(1.244863949482443666518124566788365799282e-682),SC_(1),SC_(0.e-40)},
+     //{SC_(11491),SC_(12575),SC_(15582),SC_(10713),SC_(1.872268680237180672431400271923629604662e-861),SC_(1),SC_(0.e-40)},
+     //{SC_(11491),SC_(12575),SC_(15582),SC_(11404),SC_(2.623521946917958826310697056679792248359e-2035),SC_(1),SC_(0.e-40)},
+     {SC_(11491),SC_(12575),SC_(15582),SC_(8611),SC_(5.902950421727860032307027070001849738945e-266),SC_(6.527272372809071671043471044598854410339e-266),SC_(1)},
+     //{SC_(11491),SC_(12575),SC_(15582),SC_(9382),SC_(8.350769503138113607048006351288674200386e-8),SC_(0.9999996811470715898090812142957207291651),SC_(3.188529284101909187857042792708349e-7)},
+     //{SC_(11491),SC_(12575),SC_(15582),SC_(10093),SC_(1.525454564673778577778516320623498508002e-283),SC_(1),SC_(0.e-40)},
+     {SC_(11491),SC_(12575),SC_(15582),SC_(8616),SC_(6.463719063528862326901595813952505767646e-261),SC_(7.180069731161748312282673058422249863972e-261),SC_(1)},
+     //{SC_(4716),SC_(7375),SC_(30916),SC_(2123),SC_(1.051598000012254716392485236070905585228e-268),SC_(1),SC_(0.e-40)},
+     //{SC_(4716),SC_(7375),SC_(30916),SC_(1391),SC_(6.397691613869390399471557572785519528862e-23),SC_(0.999999999999999999999847139456387039014),SC_(1.52860543612960986e-22)},
+     {SC_(4716),SC_(7375),SC_(30916),SC_(802),SC_(9.63468927291374065983956254885634959026e-36),SC_(2.470316012686340183657552031377716990407e-35),SC_(0.999999999999999999999999999999999975297)},
+     //{SC_(4716),SC_(7375),SC_(30916),SC_(1822),SC_(1.14085183245777964221003544061732820553e-135),SC_(1),SC_(0.e-40)},
+     //{SC_(4716),SC_(7375),SC_(30916),SC_(1909),SC_(1.206331285434620553935142382532461215726e-169),SC_(1),SC_(0.e-40)},
+     //{SC_(4716),SC_(7375),SC_(30916),SC_(2836),SC_(1.705760756379935137738292356686227831161e-756),SC_(1),SC_(0.e-40)},
+     //{SC_(4716),SC_(7375),SC_(30916),SC_(4456),SC_(1.711211733109732363933699044037411967215e-2965),SC_(1),SC_(0.e-40)},
+     //{SC_(4716),SC_(7375),SC_(30916),SC_(1920),SC_(3.348573725136031902872466248413502832256e-174),SC_(1),SC_(0.e-40)},
+     {SC_(4716),SC_(7375),SC_(30916),SC_(999),SC_(2.138122084622344367578512770528568747903e-7),SC_(1.25417155689383511127926419540770446068e-6),SC_(0.9999987458284431061648887207358045922955)},
+     {SC_(4716),SC_(7375),SC_(30916),SC_(874),SC_(2.821590510628816486988008063151194817168e-22),SC_(9.004100327904705235159583716808495439711e-22),SC_(0.999999999999999999999099589967209529476)},
+     {SC_(15559),SC_(7375),SC_(30916),SC_(2191),SC_(2.413371615050103770980626165031023930979e-368),SC_(3.556509829562483740914436969008727592467e-368),SC_(1)},
+     {SC_(15559),SC_(7375),SC_(30916),SC_(1005),SC_(9.894980874153372595761820694699023799935e-1236),SC_(1.096258863414571957167577684620602424505e-1235),SC_(1)},
+     {SC_(15559),SC_(7375),SC_(30916),SC_(2746),SC_(4.118337082904282114829472199943034115996e-148),SC_(8.174104688972092189023381983494630349758e-148),SC_(1)},
+     {SC_(15559),SC_(7375),SC_(30916),SC_(3194),SC_(3.183471994948445071033289373223870925742e-44),SC_(1.024132845469072232573725203929695789012e-43),SC_(1)},
+     //{SC_(15559),SC_(7375),SC_(30916),SC_(7300),SC_(6.77164027932829532370109212260862859305e-2502),SC_(1),SC_(0.e-40)},
+     //{SC_(15559),SC_(7375),SC_(30916),SC_(6833),SC_(4.1396195968933323171054600327897582287e-1727),SC_(1),SC_(0.e-40)},
+     {SC_(15559),SC_(7375),SC_(30916),SC_(219),SC_(1.881993729177212164637026875271803426257e-2271),SC_(1.913288470864454992848774406953287553205e-2271),SC_(1)},
+     {SC_(15559),SC_(7375),SC_(30916),SC_(1946),SC_(6.059304806185264237722374088214508359474e-500),SC_(8.202297432646816246455573369592948373176e-500),SC_(1)},
+     //{SC_(15559),SC_(7375),SC_(30916),SC_(4530),SC_(4.852465934382930186442067232117977677403e-107),SC_(1),SC_(0.e-40)},
+     //{SC_(15559),SC_(7375),SC_(30916),SC_(5431),SC_(6.278064131566577219092533432665204627255e-475),SC_(1),SC_(0.e-40)},
+     //{SC_(24162),SC_(30197),SC_(30916),SC_(23921),SC_(5.01571344812621193474425641386483940301e-149),SC_(1),SC_(0.e-40)},
+     //{SC_(24162),SC_(30197),SC_(30916),SC_(23731),SC_(3.894076550564398247369316726697188054062e-29),SC_(0.999999999999999999999999999973526541057),SC_(2.6473458943e-29)},
+     //{SC_(24162),SC_(30197),SC_(30916),SC_(23948),SC_(9.022982528814208465718080395862041827201e-174),SC_(1),SC_(0.e-40)},
+     //{SC_(24162),SC_(30197),SC_(30916),SC_(23785),SC_(6.501467887055533489989990433122758223866e-54),SC_(1),SC_(0.e-40)},
+     //{SC_(24162),SC_(30197),SC_(30916),SC_(24127),SC_(1.211500213651858537165259088551713152938e-408),SC_(1),SC_(0.e-40)},
+     {SC_(24162),SC_(30197),SC_(30916),SC_(23574),SC_(0.002023261955389159984206469053893655644769),SC_(0.008763296757879097076121904722363852118327),SC_(0.9912367032421209029238780952776361478817)},
+     //{SC_(24162),SC_(30197),SC_(30916),SC_(24103),SC_(1.502246684732592841317797329598945415434e-366),SC_(1),SC_(0.e-40)},
+     //{SC_(24162),SC_(30197),SC_(30916),SC_(23909),SC_(1.089392278845805508791127031194856769452e-138),SC_(1),SC_(0.e-40)},
+     {SC_(24162),SC_(30197),SC_(30916),SC_(23557),SC_(9.957825121836800401583387727523356183938e-6),SC_(0.00002883229031890871323816650314839586412251),SC_(0.9999711677096810912867618334968516041359)},
+     //{SC_(24162),SC_(30197),SC_(30916),SC_(23936),SC_(1.630337789888062205675224945299028404172e-162),SC_(1),SC_(0.e-40)},
+     //{SC_(10811),SC_(30197),SC_(30916),SC_(10705),SC_(4.214045751475557604377397079532975048913e-35),SC_(0.999999999999999999999999999999999980825),SC_(1.9175e-35)},
+     {SC_(10811),SC_(30197),SC_(30916),SC_(10582),SC_(0.006534800831460427393593310723134559529149),SC_(0.9658894847256837655400445750384213508154),SC_(0.0341105152743162344599554249615786491846)},
+     {SC_(10811),SC_(30197),SC_(30916),SC_(10101),SC_(5.964481460925906600293895095971574740803e-313),SC_(6.002643903347307383282629300548537979569e-313),SC_(1)},
+     {SC_(10811),SC_(30197),SC_(30916),SC_(10521),SC_(0.0003201276134018164345968425589560100704715),SC_(0.001414856594141071402937765727589764302753),SC_(0.9985851434058589285970622342724102356972)},
+     //{SC_(10811),SC_(30197),SC_(30916),SC_(10794),SC_(1.798503936868023925360898291540942571343e-107),SC_(1),SC_(0.e-40)},
+     {SC_(10811),SC_(30197),SC_(30916),SC_(10167),SC_(2.21474798565952254789052561462298471985e-210),SC_(2.353519890373409235647877343002777258109e-210),SC_(1)},
+     {SC_(10811),SC_(30197),SC_(30916),SC_(10226),SC_(1.723644214696431707714898254406246310588e-147),SC_(1.951895832131084667079719129033853235618e-147),SC_(1)},
+     {SC_(10811),SC_(30197),SC_(30916),SC_(10176),SC_(1.32687759331156231792363873935966188326e-199),SC_(1.422254878584869415443690163035370486592e-199),SC_(1)},
+     {SC_(10811),SC_(30197),SC_(30916),SC_(10264),SC_(6.680128539884872883498465278631658091013e-115),SC_(7.965521820715383925417088201148941207152e-115),SC_(1)},
+     {SC_(10811),SC_(30197),SC_(30916),SC_(10443),SC_(7.641514565676484825234423253217707077378e-20),SC_(1.528376558915782740567832769458233142503e-19),SC_(0.999999999999999999847162344108421725943)}
+  }};
+#undef SC_
+
diff --git a/test/hypot_test.cpp b/test/hypot_test.cpp
index 40b2da5f1..80044a412 100644
--- a/test/hypot_test.cpp
+++ b/test/hypot_test.cpp
@@ -3,8 +3,10 @@
 //  Boost Software License, Version 1.0. (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 
+#include 
+
 #define BOOST_MATH_OVERFLOW_ERROR_POLICY ignore_error
-#include 
+#include 
 #include 
 #include 
 
diff --git a/test/log1p_expm1_test.cpp b/test/log1p_expm1_test.cpp
index 81a61275a..06dc00f7a 100644
--- a/test/log1p_expm1_test.cpp
+++ b/test/log1p_expm1_test.cpp
@@ -3,10 +3,12 @@
 //  Boost Software License, Version 1.0. (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 
+#include 
+
 #define BOOST_MATH_OVERFLOW_ERROR_POLICY ignore_error
 
 #include 
-#include 
+#include 
 #include 
 #include 
 #include 
diff --git a/test/mpfr_concept_check.cpp b/test/mpfr_concept_check.cpp
new file mode 100644
index 000000000..9d0ee655d
--- /dev/null
+++ b/test/mpfr_concept_check.cpp
@@ -0,0 +1,37 @@
+
+//  Copyright John Maddock 2007-8.
+//  Use, modification and distribution are subject to the
+//  Boost Software License, Version 1.0. (See accompanying file
+//  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
+
+//
+// This tests two things: that mpfr_class meets our
+// conceptual requirements, and that we can instantiate
+// all our distributions and special functions on this type.
+//
+#define BOOST_MATH_ASSERT_UNDEFINED_POLICY false
+#define TEST_MPFR
+
+#ifdef _MSC_VER
+#  pragma warning(disable:4800)
+#  pragma warning(disable:4512)
+#  pragma warning(disable:4127)
+#  pragma warning(disable:4512)
+#  pragma warning(disable:4503) // decorated name length exceeded, name was truncated
+#endif
+
+#include 
+#include 
+#include "compile_test/instantiate.hpp"
+
+void foo()
+{
+   instantiate(mpfr_class());
+}
+
+int main()
+{
+   BOOST_CONCEPT_ASSERT((boost::math::concepts::RealTypeConcept));
+}
+
+
diff --git a/test/ntl_concept_check.cpp b/test/ntl_concept_check.cpp
new file mode 100644
index 000000000..9161a7f63
--- /dev/null
+++ b/test/ntl_concept_check.cpp
@@ -0,0 +1,33 @@
+//  Copyright John Maddock 2007-8.
+//  Copyright Paul A. bristow 2009
+
+//  Use, modification and distribution are subject to the
+//  Boost Software License, Version 1.0. (See accompanying file
+//  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
+
+//
+// This tests two things: that boost::math::ntl::RR meets our
+// conceptual requirements, and that we can instantiate
+// all our distributions and special functions on this type.
+//
+
+#ifdef _MSC_VER
+#  pragma warning (disable : 4100) // unreferenced formal parameter
+#endif
+
+#define BOOST_MATH_ASSERT_UNDEFINED_POLICY false
+
+#include 
+#include 
+#include "compile_test/instantiate.hpp"
+
+void foo()
+{
+   instantiate(boost::math::ntl::RR());
+}
+
+int main()
+{
+   BOOST_CONCEPT_ASSERT((boost::math::concepts::RealTypeConcept));
+}
+
diff --git a/test/pch.hpp b/test/pch.hpp
new file mode 100644
index 000000000..c7b9b7ad1
--- /dev/null
+++ b/test/pch.hpp
@@ -0,0 +1,21 @@
+//  Copyright John Maddock 2008.
+//  Use, modification and distribution are subject to the
+//  Boost Software License, Version 1.0. (See accompanying file
+//  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
+
+#ifdef BOOST_BUILD_PCH_ENABLED
+
+#define BOOST_MATH_OVERFLOW_ERROR_POLICY ignore_error
+#include 
+#include 
+#include 
+#include 
+#include 
+#include 
+#include 
+#include 
+#include "functor.hpp"
+
+#include "handle_test_result.hpp"
+
+#endif
diff --git a/test/pow_test.cpp b/test/pow_test.cpp
index 7630b8be3..b381e03de 100644
--- a/test/pow_test.cpp
+++ b/test/pow_test.cpp
@@ -6,13 +6,12 @@
 //  (See accompanying file LICENSE_1_0.txt or copy at
 //  http://www.boost.org/LICENSE_1_0.txt)
 
-
 #include 
 #include 
 #include 
 
 #include 
-#include 
+#include 
 #include 
 
 #include 
diff --git a/test/powm1_sqrtp1m1_test.cpp b/test/powm1_sqrtp1m1_test.cpp
index 14fe5bb35..2d7206261 100644
--- a/test/powm1_sqrtp1m1_test.cpp
+++ b/test/powm1_sqrtp1m1_test.cpp
@@ -3,8 +3,10 @@
 //  Boost Software License, Version 1.0. (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 
+#include 
+
 #include 
-#include 
+#include 
 #include 
 #include 
 #include 
diff --git a/test/test_bernoulli.cpp b/test/test_bernoulli.cpp
index 63dc39301..23b0ad4f8 100644
--- a/test/test_bernoulli.cpp
+++ b/test/test_bernoulli.cpp
@@ -10,6 +10,12 @@
 
 // Basic sanity test for Bernoulli Cumulative Distribution Function.
 
+#ifdef _MSC_VER
+#  pragma warning (disable : 4535) // calling _set_se_translator() requires /EHa
+#  pragma warning (disable : 4244) // converion possible loss of data
+#  pragma warning (disable : 4996) // 'putenv': The POSIX name for this item is deprecated
+#endif
+
 // Default domain error policy is
 // #define BOOST_MATH_DOMAIN_ERROR_POLICY throw_on_error
 
@@ -19,7 +25,7 @@ using ::boost::math::concepts::real_concept;
 #include  // for bernoulli_distribution
 using boost::math::bernoulli_distribution;
 
-#include  // for test_main
+#include  // for test_main
 #include  // for BOOST_CHECK_CLOSE_FRACTION, BOOST_CHECK_EQUAL...
 
 #include 
diff --git a/test/test_bessel_i.cpp b/test/test_bessel_i.cpp
index 461ba1881..8c3f3cc3e 100644
--- a/test/test_bessel_i.cpp
+++ b/test/test_bessel_i.cpp
@@ -3,9 +3,11 @@
 //  Boost Software License, Version 1.0. (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 
+#include 
+
 #define BOOST_MATH_OVERFLOW_ERROR_POLICY ignore_error
 #include 
-#include 
+#include 
 #include 
 #include 
 #include 
diff --git a/test/test_bessel_j.cpp b/test/test_bessel_j.cpp
index 548e68511..1982fcd97 100644
--- a/test/test_bessel_j.cpp
+++ b/test/test_bessel_j.cpp
@@ -3,8 +3,10 @@
 //  Boost Software License, Version 1.0. (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 
+#include 
+
 #include 
-#include 
+#include 
 #include 
 #include 
 #include 
@@ -450,7 +452,9 @@ void test_bessel(T, const char* name)
         SC_(1), SC_(10667654)/(1024*1024), SC_(1.24591331097191900488116495350277530373473085499043086981229e-7),
     };
 
-    static const boost::array, 14> jn_data = {
+    static const boost::array, 15> jn_data = {
+        // This first one is a modified test case from https://svn.boost.org/trac/boost/ticket/2733
+        SC_(-1), SC_(1.25), SC_(-0.510623260319880467069474837274910375352924050139633057168856),
         SC_(2), SC_(0), SC_(0),
         SC_(2), SC_(1e-02), SC_(1.249989583365885362413250958437642113452e-05),
         SC_(5), SC_(10), SC_(-0.2340615281867936404436949416457777864635),
diff --git a/test/test_bessel_k.cpp b/test/test_bessel_k.cpp
index 73714410c..493e6a52c 100644
--- a/test/test_bessel_k.cpp
+++ b/test/test_bessel_k.cpp
@@ -5,6 +5,8 @@
 //  Boost Software License, Version 1.0. (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 
+#include 
+
 #ifdef _MSC_VER
 #  pragma warning(disable : 4756) // overflow in constant arithmetic
 // Constants are too big for float case, but this doesn't matter for test.
@@ -12,7 +14,7 @@
 
 #define BOOST_MATH_OVERFLOW_ERROR_POLICY ignore_error
 #include 
-#include 
+#include 
 #include 
 #include 
 #include 
diff --git a/test/test_bessel_y.cpp b/test/test_bessel_y.cpp
index 910bdb075..0d15437eb 100644
--- a/test/test_bessel_y.cpp
+++ b/test/test_bessel_y.cpp
@@ -3,9 +3,11 @@
 //  Boost Software License, Version 1.0. (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 
+#include 
+
 #define BOOST_MATH_OVERFLOW_ERROR_POLICY ignore_error
 #include 
-#include 
+#include 
 #include 
 #include 
 #include 
diff --git a/test/test_beta.cpp b/test/test_beta.cpp
index aa9ce1482..3cde419b0 100644
--- a/test/test_beta.cpp
+++ b/test/test_beta.cpp
@@ -1,12 +1,20 @@
 // Copyright John Maddock 2006.
-// Copyright Paul A. Bristow 2007
+// Copyright Paul A. Bristow 2007, 2009
 
 //  Use, modification and distribution are subject to the
 //  Boost Software License, Version 1.0. (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 
+#include 
+
+#ifdef _MSC_VER
+# pragma warning (disable : 4996) // POSIX name for this item is deprecated
+# pragma warning (disable : 4224) // nonstandard extension used : formal parameter 'arg' was previously defined as a type
+# pragma warning (disable : 4180) // qualifier applied to function type has no meaning; ignored
+#endif
+
 #include 
-#include 
+#include 
 #include 
 #include 
 #include 
@@ -72,14 +80,14 @@ void expected_results()
       ".*",                          // platform
       "(long\\s+)?double",           // test type(s)
       "Beta Function: Medium.*",     // test data group
-      "boost::math::beta", 130, 35); // test function
+      "boost::math::beta", 160, 35); // test function
    add_expected_result(
       ".*",                          // compiler
       ".*",                          // stdlib
       ".*",                          // platform
       "(long\\s+)?double",           // test type(s)
       "Beta Function: Divergent.*",  // test data group
-      "boost::math::beta", 20, 6);   // test function
+      "boost::math::beta", 30, 6);   // test function
    add_expected_result(
       ".*",                          // compiler
       ".*",                          // stdlib
@@ -93,7 +101,7 @@ void expected_results()
       ".*",                          // platform
       "real_concept",                // test type(s)
       "Beta Function: Medium.*",     // test data group
-      "boost::math::beta", 130, 35);  // test function
+      "boost::math::beta", 150, 40); // test function
    add_expected_result(
       ".*",                          // compiler
       ".*",                          // stdlib
diff --git a/test/test_beta_dist.cpp b/test/test_beta_dist.cpp
index ae9899f09..1a90e582d 100644
--- a/test/test_beta_dist.cpp
+++ b/test/test_beta_dist.cpp
@@ -1,7 +1,7 @@
 // test_beta_dist.cpp
 
 // Copyright John Maddock 2006.
-// Copyright  Paul A. Bristow 2007.
+// Copyright  Paul A. Bristow 2007, 2009.
 
 // Use, modification and distribution are subject to the
 // Boost Software License, Version 1.0.
@@ -28,6 +28,9 @@
 
 #ifdef _MSC_VER
 #  pragma warning(disable: 4127) // conditional expression is constant.
+# pragma warning (disable : 4996) // POSIX name for this item is deprecated
+# pragma warning (disable : 4224) // nonstandard extension used : formal parameter 'arg' was previously defined as a type
+# pragma warning (disable : 4180) // qualifier applied to function type has no meaning; ignored
 #endif
 
 #include  // for real_concept
@@ -37,7 +40,7 @@ using ::boost::math::concepts::real_concept;
 using boost::math::beta_distribution;
 using boost::math::beta;
 
-#include  // for test_main
+#include  // for test_main
 #include  // for BOOST_CHECK_CLOSE_FRACTION
 
 #include 
@@ -128,7 +131,7 @@ void test_spots(RealType)
    cout << "std::numeric_limits::epsilon = " << std::numeric_limits::epsilon() <() * 10;
diff --git a/test/test_binomial.cpp b/test/test_binomial.cpp
index 4234ec7cb..070259c4f 100644
--- a/test/test_binomial.cpp
+++ b/test/test_binomial.cpp
@@ -29,7 +29,7 @@ using ::boost::math::concepts::real_concept;
 #include  // for binomial_distribution
 using boost::math::binomial_distribution;
 
-#include  // for test_main
+#include  // for test_main
 #include  // for BOOST_CHECK_CLOSE
 
 #include 
diff --git a/test/test_binomial_coeff.cpp b/test/test_binomial_coeff.cpp
index 41bc22013..b946f8039 100644
--- a/test/test_binomial_coeff.cpp
+++ b/test/test_binomial_coeff.cpp
@@ -3,8 +3,10 @@
 //  Boost Software License, Version 1.0. (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 
+#include  
+
 #include 
-#include 
+#include 
 #include 
 #include 
 #include 
@@ -67,14 +69,14 @@ void expected_results()
       ".*",                          // platform
       "real_concept",                // test type(s)
       ".*large.*",                   // test data group
-      ".*", 200, 100);               // test function
+      ".*", 250, 100);               // test function
    add_expected_result(
       ".*",                          // compiler
       ".*",                          // stdlib
       ".*",                          // platform
       "real_concept",                // test type(s)
       ".*",                          // test data group
-      ".*", 100, 30);                 // test function
+      ".*", 150, 30);                 // test function
    add_expected_result(
       ".*",                          // compiler
       ".*",                          // stdlib
diff --git a/test/test_carlson.cpp b/test/test_carlson.cpp
index f29ca77d1..4719129be 100644
--- a/test/test_carlson.cpp
+++ b/test/test_carlson.cpp
@@ -5,8 +5,10 @@
 //  Boost Software License, Version 1.0. (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 
+#include 
+
 #include 
-#include 
+#include 
 #include 
 #include 
 #include 
diff --git a/test/test_cauchy.cpp b/test/test_cauchy.cpp
index 14e6cea71..3c6e8fe71 100644
--- a/test/test_cauchy.cpp
+++ b/test/test_cauchy.cpp
@@ -23,7 +23,7 @@
 #include 
     using boost::math::cauchy_distribution;
 
-#include  // Boost.Test
+#include  // Boost.Test
 #include 
 
 #include 
diff --git a/test/test_cbrt.cpp b/test/test_cbrt.cpp
index adc30da5c..6195546c3 100644
--- a/test/test_cbrt.cpp
+++ b/test/test_cbrt.cpp
@@ -3,8 +3,10 @@
 //  Boost Software License, Version 1.0. (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 
+#include 
+
 #include 
-#include 
+#include 
 #include 
 #include 
 #include 
diff --git a/test/test_chi_squared.cpp b/test/test_chi_squared.cpp
index 49a788e16..a62c2ba07 100644
--- a/test/test_chi_squared.cpp
+++ b/test/test_chi_squared.cpp
@@ -15,7 +15,7 @@ using ::boost::math::concepts::real_concept;
 using boost::math::chi_squared_distribution;
 using boost::math::chi_squared;
 
-#include  // for test_main
+#include  // for test_main
 #include  // for BOOST_CHECK_CLOSE
 
 #include 
diff --git a/test/test_classify.cpp b/test/test_classify.cpp
index c0a3e7558..46a8ef147 100644
--- a/test/test_classify.cpp
+++ b/test/test_classify.cpp
@@ -4,12 +4,14 @@
 //  Boost Software License, Version 1.0. (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 
+#include 
+
 #include 
 #include 
 #include 
 #include 
 #include 
-#include 
+#include 
 
 #ifdef _MSC_VER
 #pragma warning(disable: 4127) //  conditional expression is constant
diff --git a/test/test_constants.cpp b/test/test_constants.cpp
index 1361bb3a5..7222ea871 100644
--- a/test/test_constants.cpp
+++ b/test/test_constants.cpp
@@ -8,8 +8,10 @@
 
 // test_constants.cpp
 
+#include 
+
 #include  // for real_concept
-#include  // Boost.Test
+#include  // Boost.Test
 #include 
 
 #include 
diff --git a/test/test_digamma.cpp b/test/test_digamma.cpp
index 035b94496..d1f27223a 100644
--- a/test/test_digamma.cpp
+++ b/test/test_digamma.cpp
@@ -3,8 +3,10 @@
 //  Boost Software License, Version 1.0. (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 
+#include 
+
 #include 
-#include 
+#include 
 #include 
 #include 
 #include 
diff --git a/test/test_dist_overloads.cpp b/test/test_dist_overloads.cpp
index ef1008df0..e75d7f0ef 100644
--- a/test/test_dist_overloads.cpp
+++ b/test/test_dist_overloads.cpp
@@ -12,7 +12,7 @@
 #include 
     using boost::math::normal_distribution;
 
-#include  // Boost.Test
+#include  // Boost.Test
 #include 
 
 #include 
diff --git a/test/test_ellint_1.cpp b/test/test_ellint_1.cpp
index e99a18902..40e02149e 100644
--- a/test/test_ellint_1.cpp
+++ b/test/test_ellint_1.cpp
@@ -6,13 +6,15 @@
 //  Boost Software License, Version 1.0. (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 
+#include 
+
 #ifdef _MSC_VER
 #  pragma warning(disable : 4756) // overflow in constant arithmetic
 // Constants are too big for float case, but this doesn't matter for test.
 #endif
 
 #include 
-#include 
+#include 
 #include 
 #include 
 #include 
diff --git a/test/test_ellint_2.cpp b/test/test_ellint_2.cpp
index 55a93b8d8..360b009d5 100644
--- a/test/test_ellint_2.cpp
+++ b/test/test_ellint_2.cpp
@@ -6,13 +6,15 @@
 //  Boost Software License, Version 1.0. (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 
+#include 
+
 #ifdef _MSC_VER
 #  pragma warning(disable : 4756) // overflow in constant arithmetic
 // Constants are too big for float case, but this doesn't matter for test.
 #endif
 
 #include 
-#include 
+#include 
 #include 
 #include 
 #include 
diff --git a/test/test_ellint_3.cpp b/test/test_ellint_3.cpp
index 006f41ead..70513c823 100644
--- a/test/test_ellint_3.cpp
+++ b/test/test_ellint_3.cpp
@@ -6,13 +6,15 @@
 //  Boost Software License, Version 1.0. (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 
+#include 
+
 #ifdef _MSC_VER
 #  pragma warning(disable : 4756) // overflow in constant arithmetic
 // Constants are too big for float case, but this doesn't matter for test.
 #endif
 
 #include 
-#include 
+#include 
 #include 
 #include 
 #include 
@@ -159,7 +161,7 @@ void test_spots(T, const char* type_name)
 {
     // function values calculated on http://functions.wolfram.com/
     #define SC_(x) static_cast(BOOST_JOIN(x, L))
-    static const boost::array, 21> data1 = {
+    static const boost::array, 25> data1 = {
         SC_(1), SC_(-1), SC_(0), SC_(-1.557407724654902230506974807458360173087),
         SC_(0), SC_(-4), SC_(0.4), SC_(-4.153623371196831087495427530365430979011),
         SC_(0), SC_(8), SC_(-0.6), SC_(8.935930619078575123490612395578518914416),
@@ -181,8 +183,10 @@ void test_spots(T, const char* type_name)
         1-SC_(1) / 1024, SC_(1e+20), SC_(0.875), SC_(6.43274293944380717581167058274600202023334985100499739678963e21),
         SC_(50), SC_(0.1), SC_(0.25), SC_(0.124573770342749525407523258569507331686458866564082916835900),
         SC_(1.125), SC_(1), SC_(0.25), SC_(1.77299767784815770192352979665283069318388205110727241629752),
-        //SC_(1.125), SC_(10), SC_(0.25), SC_(0.662467818678976949597336360256848770217429434745967677192487),
-        //SC_(1.125), SC_(3), SC_(0.25), SC_(-0.142697285116693775525461312178015106079842313950476205580178),
+        SC_(1.125), SC_(10), SC_(0.25), SC_(0.662467818678976949597336360256848770217429434745967677192487),
+        SC_(1.125), SC_(3), SC_(0.25), SC_(-0.142697285116693775525461312178015106079842313950476205580178),
+        SC_(257)/256, SC_(1.5), SC_(0.1), SC_(22.2111124684047142809404895720078056163182744133864821626782),
+        SC_(257)/256, SC_(21.5), SC_(0.1), SC_(-0.535282720703701002972775208780096689181320029073372524045546),
     };
     #undef SC_
 
diff --git a/test/test_erf.cpp b/test/test_erf.cpp
index 70880439c..ee0b5f4a1 100644
--- a/test/test_erf.cpp
+++ b/test/test_erf.cpp
@@ -4,8 +4,10 @@
 //  Boost Software License, Version 1.0. (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 
+#include 
+
 #include 
-#include 
+#include 
 #include 
 #include 
 #include 
diff --git a/test/test_error_handling.cpp b/test/test_error_handling.cpp
index a95f1c09d..85ee8660d 100644
--- a/test/test_error_handling.cpp
+++ b/test/test_error_handling.cpp
@@ -64,7 +64,7 @@ T user_indeterminate_result_error(const char* , const char* , const T& )
 #include 
 #include 
 #include 
-#include  // for test_main
+#include  // for test_main
 //
 // Define some policies:
 //
diff --git a/test/test_expint.cpp b/test/test_expint.cpp
index de5e74c1d..5b2541325 100644
--- a/test/test_expint.cpp
+++ b/test/test_expint.cpp
@@ -3,10 +3,12 @@
 //  Boost Software License, Version 1.0. (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 
+#include 
+
 #include 
 #include 
 #include 
-#include 
+#include 
 #include 
 #include 
 #include 
diff --git a/test/test_exponential_dist.cpp b/test/test_exponential_dist.cpp
index 3a2a7b5fa..c11611662 100644
--- a/test/test_exponential_dist.cpp
+++ b/test/test_exponential_dist.cpp
@@ -12,7 +12,7 @@
 #include 
     using boost::math::exponential_distribution;
 
-#include  // Boost.Test
+#include  // Boost.Test
 #include 
 
 #include 
diff --git a/test/test_extreme_value.cpp b/test/test_extreme_value.cpp
index a1575cdcf..a1b4f4804 100644
--- a/test/test_extreme_value.cpp
+++ b/test/test_extreme_value.cpp
@@ -11,7 +11,7 @@
 #include 
     using boost::math::extreme_value_distribution;
 
-#include  // Boost.Test
+#include  // Boost.Test
 #include 
 
 #include 
diff --git a/test/test_factorials.cpp b/test/test_factorials.cpp
index 190abce44..3a5d63312 100644
--- a/test/test_factorials.cpp
+++ b/test/test_factorials.cpp
@@ -3,6 +3,8 @@
 //  Boost Software License, Version 1.0. (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 
+#include 
+
 #ifdef _MSC_VER
 #  pragma warning(disable: 4127) // conditional expression is constant.
 #  pragma warning(disable: 4245) // int/unsigned int conversion
@@ -12,7 +14,7 @@
 #define BOOST_MATH_OVERFLOW_ERROR_POLICY ignore_error
 
 #include 
-#include 
+#include 
 #include 
 #include 
 #include 
@@ -138,7 +140,7 @@ void test_spots(T)
       static_cast(3.35010902064291983728782493133164809108646650368560147505884e-27L), tolerance);
    BOOST_CHECK_CLOSE(
       ::boost::math::rising_factorial(static_cast(-30.25), 21),
-      static_cast(-9.76168312768123676601980433377916854311706629232503473758698e26L), tolerance);
+      static_cast(-9.76168312768123676601980433377916854311706629232503473758698e26L), tolerance * 2);
    BOOST_CHECK_CLOSE(
       ::boost::math::rising_factorial(static_cast(-30.25), -21),
       static_cast(-1.50079704000923674318934280259377728203516775215430875839823e-34L), 2 * tolerance);
diff --git a/test/test_find_location.cpp b/test/test_find_location.cpp
index 94ff4b2e8..3453c35d5 100644
--- a/test/test_find_location.cpp
+++ b/test/test_find_location.cpp
@@ -13,6 +13,8 @@
 // Default domain error policy is
 // #define BOOST_MATH_DOMAIN_ERROR_POLICY throw_on_error
 
+#include 
+
 #include  // for real_concept
 #include  // for normal_distribution
   using boost::math::normal; // Default type double.
@@ -27,7 +29,7 @@
 #include 
   using boost::math::policies::policy;
 
-#include  // for test_main
+#include  // for test_main
 #include  // for BOOST_CHECK_CLOSE_FRACTION, BOOST_CHECK_EQUAL...
 
 #include 
diff --git a/test/test_find_scale.cpp b/test/test_find_scale.cpp
index e5b488708..678e2c053 100644
--- a/test/test_find_scale.cpp
+++ b/test/test_find_scale.cpp
@@ -13,6 +13,8 @@
 // Default distribution domain error policy is
 // #define BOOST_MATH_DOMAIN_ERROR_POLICY throw_on_error
 
+#include 
+
 #include  // for real_concept
 #include  // for normal_distribution
   using boost::math::normal; // Default type double.
@@ -27,7 +29,7 @@
 #include 
   using boost::math::policies::policy;
 
-#include  // for test_main
+#include  // for test_main
 #include  // for BOOST_CHECK_CLOSE_FRACTION, BOOST_CHECK_EQUAL...
 
 #include 
diff --git a/test/test_fisher_f.cpp b/test/test_fisher_f.cpp
index 978b08efd..ab2ee5f11 100644
--- a/test/test_fisher_f.cpp
+++ b/test/test_fisher_f.cpp
@@ -14,7 +14,7 @@ using ::boost::math::concepts::real_concept;
 #include  // for fisher_f_distribution
 using boost::math::fisher_f_distribution;
 
-#include  // for test_main
+#include  // for test_main
 #include  // for BOOST_CHECK_CLOSE
 
 #include 
diff --git a/test/test_gamma.cpp b/test/test_gamma.cpp
index f5801084d..10f28d3aa 100644
--- a/test/test_gamma.cpp
+++ b/test/test_gamma.cpp
@@ -3,11 +3,14 @@
 //  Boost Software License, Version 1.0. (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 
+#include 
+// Need to compile in IDE PAB 31 Oct 2008
+
 #define BOOST_MATH_OVERFLOW_ERROR_POLICY ignore_error
 
 #include 
 #include 
-#include 
+#include 
 #include 
 #include 
 #include 
diff --git a/test/test_gamma_dist.cpp b/test/test_gamma_dist.cpp
index 430bce904..5be546598 100644
--- a/test/test_gamma_dist.cpp
+++ b/test/test_gamma_dist.cpp
@@ -15,8 +15,10 @@
 // From MathWorld--A Wolfram Web Resource. 
 // http://mathworld.wolfram.com/GammaDistribution.html
 
+#include 
+
 #include  // for real_concept
-#include  // Boost.Test
+#include  // Boost.Test
 #include 
 
 #include 
diff --git a/test/test_hermite.cpp b/test/test_hermite.cpp
index 6e207376b..f00da8f85 100644
--- a/test/test_hermite.cpp
+++ b/test/test_hermite.cpp
@@ -5,6 +5,8 @@
 //  Boost Software License, Version 1.0. (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 
+#include 
+
 #ifdef _MSC_VER
 #  pragma warning(disable : 4127) // conditional expression is constant
 #  pragma warning(disable : 4512) // assignment operator could not be generated
@@ -13,7 +15,7 @@
 #endif
 
 #include 
-#include 
+#include 
 #include 
 #include 
 #include 
diff --git a/test/test_hypergeometric_dist.cpp b/test/test_hypergeometric_dist.cpp
new file mode 100644
index 000000000..036b8a21e
--- /dev/null
+++ b/test/test_hypergeometric_dist.cpp
@@ -0,0 +1,496 @@
+// Copyright John Maddock 2008
+// Copyright Paul A. Bristow 
+// Copyright Gautam Sewani
+
+// Use, modification and distribution are subject to the
+// Boost Software License, Version 1.0.
+// (See accompanying file LICENSE_1_0.txt
+// or copy at http://www.boost.org/LICENSE_1_0.txt)
+
+#define BOOST_MATH_OVERFLOW_ERROR_POLICY throw_on_error
+#include  // for real_concept
+#include 
+
+#include  // Boost.Test
+#include 
+#include 
+#include 
+
+#include 
+   using std::cout;
+   using std::endl;
+   using std::setprecision;
+
+#include 
+#include "functor.hpp"
+#include "handle_test_result.hpp"
+
+#define BOOST_CHECK_EX(a) \
+   {\
+      unsigned int failures = boost::unit_test::results_collector.results( boost::unit_test::framework::current_test_case().p_id ).p_assertions_failed;\
+      BOOST_CHECK(a); \
+      if(failures != boost::unit_test::results_collector.results( boost::unit_test::framework::current_test_case().p_id ).p_assertions_failed)\
+      {\
+         std::cerr << "Failure was with data ";\
+         std::cerr << std::setprecision(35); \
+         std::cerr << "x = " << x << ", r = " << r << ", n = " << n\
+         << ", N = " << N << ", p = " << cp << ", q = " << ccp << std::endl;\
+      }\
+   }
+
+void expected_results()
+{
+   //
+   // Define the max and mean errors expected for
+   // various compilers and platforms.
+   //
+   const char* largest_type;
+#ifndef BOOST_MATH_NO_LONG_DOUBLE_MATH_FUNCTIONS
+   if(boost::math::policies::digits >() == boost::math::policies::digits >())
+   {
+      largest_type = "(long\\s+)?double|real_concept";
+   }
+   else
+   {
+      largest_type = "long double|real_concept";
+   }
+#else
+   largest_type = "(long\\s+)?double";
+#endif
+   if((boost::math::tools::digits() > boost::math::tools::digits())
+      && (boost::math::tools::digits() < 100))
+   {
+      //
+      // Some split of errors from long double into double:
+      //
+      add_expected_result(
+         ".*",                          // compiler
+         ".*",                          // stdlib
+         ".*",                          // platform
+         "double",                      // test type(s)
+         "Random.*",                    // test data group
+         ".*", 1500, 1500);      // test function
+      add_expected_result(
+         ".*",                          // compiler
+         ".*",                          // stdlib
+         ".*",                          // platform
+         "double",                      // test type(s)
+         ".*",                    // test data group
+         ".*", 10, 10);      // test function
+   }
+
+   add_expected_result(
+      ".*",                          // compiler
+      ".*",                          // stdlib
+      ".*",                          // platform
+      "real_concept",                // test type(s)
+      "Random.*",                    // test data group
+      ".*", 250000000, 25000000);    // test function
+   add_expected_result(
+      ".*",                          // compiler
+      ".*",                          // stdlib
+      ".*",                          // platform
+      largest_type,                  // test type(s)
+      "Random.*",                    // test data group
+      ".*", 10000000, 5000000);      // test function
+   add_expected_result(
+      ".*",                          // compiler
+      ".*",                          // stdlib
+      ".*",                          // platform
+      largest_type,                  // test type(s)
+      ".*",                          // test data group
+      ".*", 50, 20);                 // test function
+}
+
+template 
+inline unsigned make_unsigned(T x)
+{
+   return static_cast(x);
+}
+template<>
+inline unsigned make_unsigned(boost::math::concepts::real_concept x)
+{
+   return static_cast(x.value());
+}
+
+template 
+T pdf_tester(T r, T n, T N, T x)
+{
+   boost::math::hypergeometric_distribution d(make_unsigned(r), make_unsigned(n), make_unsigned(N));
+   return pdf(d, x);
+}
+
+template 
+T cdf_tester(T r, T n, T N, T x)
+{
+   boost::math::hypergeometric_distribution d(make_unsigned(r), make_unsigned(n), make_unsigned(N));
+   return cdf(d, x);
+}
+
+template 
+T ccdf_tester(T r, T n, T N, T x)
+{
+   boost::math::hypergeometric_distribution d(make_unsigned(r), make_unsigned(n), make_unsigned(N));
+   return cdf(complement(d, x));
+}
+
+template 
+void do_test_hypergeometric(const T& data, const char* type_name, const char* test_name)
+{
+   // warning suppression:
+   (void)data;
+   (void)type_name;
+   (void)test_name;
+
+#if !defined(TEST_QUANT) || (TEST_QUANT == 0)
+   typedef typename T::value_type row_type;
+   typedef typename row_type::value_type value_type;
+
+   typedef value_type (*pg)(value_type, value_type, value_type, value_type);
+#if defined(BOOST_MATH_NO_DEDUCED_FUNCTION_POINTERS)
+   pg funcp = pdf_tester;
+#else
+   pg funcp = pdf_tester;
+#endif
+
+   boost::math::tools::test_result result;
+
+   std::cout << "Testing " << test_name << " with type " << type_name
+      << "\n~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~\n";
+
+   //
+   // test hypergeometric against data:
+   //
+   result = boost::math::tools::test(
+      data, 
+      bind_func(funcp, 0, 1, 2, 3), 
+      extract_result(4));
+   handle_test_result(result, data[result.worst()], result.worst(), type_name, "hypergeometric PDF", test_name);
+
+#if defined(BOOST_MATH_NO_DEDUCED_FUNCTION_POINTERS)
+   funcp = cdf_tester;
+#else
+   funcp = cdf_tester;
+#endif
+
+   //
+   // test hypergeometric against data:
+   //
+   result = boost::math::tools::test(
+      data, 
+      bind_func(funcp, 0, 1, 2, 3), 
+      extract_result(5));
+   handle_test_result(result, data[result.worst()], result.worst(), type_name, "hypergeometric CDF", test_name);
+
+#if defined(BOOST_MATH_NO_DEDUCED_FUNCTION_POINTERS)
+   funcp = ccdf_tester;
+#else
+   funcp = ccdf_tester;
+#endif
+
+   //
+   // test hypergeometric against data:
+   //
+   result = boost::math::tools::test(
+      data, 
+      bind_func(funcp, 0, 1, 2, 3), 
+      extract_result(6));
+   handle_test_result(result, data[result.worst()], result.worst(), type_name, "hypergeometric CDF complement", test_name);
+   std::cout << std::endl;
+#endif
+}
+
+template 
+void do_test_hypergeometric_quantile(const T& data, const char* type_name, const char* test_name)
+{
+   typedef typename T::value_type row_type;
+   typedef typename row_type::value_type value_type;
+
+   std::cout << "Checking quantiles with " << test_name << " with type " << type_name
+      << "\n~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~\n";
+
+   if(boost::math::tools::digits() > 50)
+   {
+      for(unsigned i = 0; i < data.size(); ++i)
+      {
+         using namespace boost::math::policies;
+
+         unsigned r = make_unsigned(data[i][0]);
+         unsigned n = make_unsigned(data[i][1]);
+         unsigned N = make_unsigned(data[i][2]);
+         unsigned x = make_unsigned(data[i][3]);
+         value_type cp = data[i][5];
+         value_type ccp = data[i][6];
+         //
+         // A bit of warning supression:
+         //
+         (void)x;
+         (void)n;
+         (void)r;
+         (void)N;
+         (void)cp;
+         (void)ccp;
+
+#if !defined(TEST_QUANT) || (TEST_QUANT == 1)
+         boost::math::hypergeometric_distribution > > du(r, n, N);
+
+         if((cp < 0.9) && (cp > boost::math::tools::min_value()))
+         {
+            BOOST_CHECK_EX(quantile(du, cp) >= x);
+         }
+         if((ccp < 0.9) && (ccp > boost::math::tools::min_value()))
+         {
+            BOOST_CHECK_EX(quantile(complement(du, ccp)) >= x);
+         }
+#endif
+#if !defined(TEST_QUANT) || (TEST_QUANT == 2)
+         boost::math::hypergeometric_distribution > > dl(r, n, N);
+         if((cp < 0.9) && (cp > boost::math::tools::min_value()))
+         {
+            BOOST_CHECK_EX(quantile(dl, cp) <= x);
+         }
+         if((ccp < 0.9) && (ccp > boost::math::tools::min_value()))
+         {
+            BOOST_CHECK_EX(quantile(complement(dl, ccp)) <= x);
+         }
+#endif
+#if !defined(TEST_QUANT) || (TEST_QUANT == 3)
+         boost::math::hypergeometric_distribution > > dn(r, n, N);
+
+         if((cp < 0.9) && (cp > boost::math::tools::min_value()))
+         {
+            BOOST_CHECK_EX(quantile(dn, cp) == x);
+         }
+         if((ccp < 0.9) && (ccp > boost::math::tools::min_value()))
+         {
+            BOOST_CHECK_EX(quantile(complement(dn, ccp)) == x);
+         }
+#endif
+#if !defined(TEST_QUANT) || (TEST_QUANT == 4)
+         boost::math::hypergeometric_distribution > > dou(r, n, N);
+
+         if((cp < 0.9) && (cp > boost::math::tools::min_value()))
+         {
+            if(cp < 0.5)
+            {
+               BOOST_CHECK_EX(quantile(dou, cp) <= x);
+            }
+            else
+            {
+               BOOST_CHECK_EX(quantile(dou, cp) >= x);
+            }
+         }
+         if((ccp < 0.9) && (ccp > boost::math::tools::min_value()))
+         {
+            if(ccp < 0.5)
+            {
+               BOOST_CHECK_EX(quantile(complement(dou, ccp)) >= x);
+            }
+            else
+            {
+               BOOST_CHECK_EX(quantile(complement(dou, ccp)) <= x);
+            }
+         }
+#endif
+#if !defined(TEST_QUANT) || (TEST_QUANT == 5)
+         boost::math::hypergeometric_distribution > > di(r, n, N);
+
+         if((cp < 0.9) && (cp > boost::math::tools::min_value()))
+         {
+            if(cp < 0.5)
+            {
+               BOOST_CHECK_EX(quantile(di, cp) >= x);
+            }
+            else
+            {
+               BOOST_CHECK_EX(quantile(di, cp) <= x);
+            }
+         }
+         if((ccp < 0.9) && (ccp > boost::math::tools::min_value()))
+         {
+            if(ccp < 0.5)
+            {
+               BOOST_CHECK_EX(quantile(complement(di, ccp)) <= x);
+            }
+            else
+            {
+               BOOST_CHECK_EX(quantile(complement(di, ccp)) >= x);
+            }
+         }
+#endif
+      }
+   }
+}
+
+
+template 
+void test_spot(unsigned x, unsigned n, unsigned r, unsigned N, 
+               RealType p, RealType cp, RealType ccp, RealType tol)
+{
+   //
+   // A bit of warning supression:
+   //
+   (void)x;
+   (void)n;
+   (void)r;
+   (void)N;
+   (void)p;
+   (void)cp;
+   (void)ccp;
+   (void)tol;
+#if !defined(TEST_QUANT) || (TEST_QUANT == 0)
+   boost::math::hypergeometric_distribution d(r, n, N);
+
+   std::pair extent = range(d);
+   // CDF's:
+   BOOST_CHECK_CLOSE(pdf(d, x), p, tol);
+   BOOST_CHECK_CLOSE(cdf(d, x), cp, tol);
+   BOOST_CHECK_CLOSE(cdf(complement(d, x)), ccp, tol);
+   // Again with real-value arguments:
+   BOOST_CHECK_CLOSE(pdf(d, static_cast(x)), p, tol);
+   BOOST_CHECK_CLOSE(cdf(d, static_cast(x)), cp, tol);
+   BOOST_CHECK_CLOSE(cdf(complement(d, static_cast(x))), ccp, tol);
+   //
+   // Quantiles, don't bother checking these for type float
+   // as there's not enough precision in the p and q values
+   // to get back to where we started:
+   //
+   if(boost::math::tools::digits() > 50)
+   {
+      using namespace boost::math::policies;
+
+      boost::math::hypergeometric_distribution > > du(r, n, N);
+
+      BOOST_CHECK_EX(quantile(du, cp) >= x);
+      BOOST_CHECK_EX(quantile(complement(du, ccp)) >= x);
+
+      boost::math::hypergeometric_distribution > > dl(r, n, N);
+      BOOST_CHECK_EX(quantile(dl, cp) <= x);
+      BOOST_CHECK_EX(quantile(complement(dl, ccp)) <= x);
+
+      boost::math::hypergeometric_distribution > > dn(r, n, N);
+
+      BOOST_CHECK_EX(quantile(dn, cp) == x);
+      BOOST_CHECK_EX(quantile(complement(dn, ccp)) == x);
+   }
+   //
+   // Error checking of out of bounds arguments:
+   //
+   BOOST_CHECK_THROW(pdf(d, extent.second + 1), std::domain_error);
+   BOOST_CHECK_THROW(cdf(d, extent.second + 1), std::domain_error);
+   BOOST_CHECK_THROW(cdf(complement(d, extent.second + 1)), std::domain_error);
+   if(extent.first > 0)
+   {
+      BOOST_CHECK_THROW(pdf(d, extent.first - 1), std::domain_error);
+      BOOST_CHECK_THROW(cdf(d, extent.first - 1), std::domain_error);
+      BOOST_CHECK_THROW(cdf(complement(d, extent.first - 1)), std::domain_error);
+   }
+   BOOST_CHECK_THROW(quantile(d, 1.1f), std::domain_error);
+   BOOST_CHECK_THROW(quantile(complement(d, 1.1f)), std::domain_error);
+   BOOST_CHECK_THROW(quantile(d, -0.001f), std::domain_error);
+   BOOST_CHECK_THROW(quantile(complement(d, -0.001f)), std::domain_error);
+   //
+   // Checking of extreme values:
+   //
+   BOOST_CHECK_EQUAL(quantile(d, 0), extent.first);
+   BOOST_CHECK_EQUAL(quantile(d, 1), extent.second);
+   BOOST_CHECK_EQUAL(quantile(complement(d, 0)), extent.second);
+   BOOST_CHECK_EQUAL(quantile(complement(d, 1)), extent.first);
+   BOOST_CHECK_EQUAL(cdf(d, extent.second), 1);
+   BOOST_CHECK_EQUAL(cdf(complement(d, extent.second)), 0);
+#endif
+}
+
+template 
+void test_spots(RealType /*T*/, const char* type_name)
+{
+   // Basic sanity checks.
+   // 50 eps as a percentage, up to a maximum of double precision
+   // Test data taken from Mathematica 6
+#define T RealType
+#include "hypergeometric_test_data.ipp"
+   do_test_hypergeometric(hypergeometric_test_data, type_name, "Mathematica data");
+
+#include "hypergeometric_dist_data2.ipp"
+   if(boost::is_floating_point::value)
+   {
+      //
+      // Don't test this for real_concept: it's too slow!!!
+      //
+      do_test_hypergeometric(hypergeometric_dist_data2, type_name, "Random large data");
+   }
+
+   do_test_hypergeometric_quantile(hypergeometric_test_data, type_name, "Mathematica data");
+   if(boost::is_floating_point::value)
+   {
+      //
+      // Don't test this for real_concept: it's too slow!!!
+      //
+      do_test_hypergeometric_quantile(hypergeometric_dist_data2, type_name, "Random large data");
+   }
+
+   RealType tolerance = (std::max)(
+      static_cast(2e-16L),    // limit of test data
+      boost::math::tools::epsilon());
+   cout<<"Absolute tolerance:"<(0.120748236361163), static_cast(0.563532430195156), static_cast(1 - 0.563532430195156), tolerance);
+   test_spot(53, 452, 64, 500, static_cast(0.0184749573044286), static_cast(0.0299118078796907), static_cast(1 - 0.0299118078796907), tolerance);
+   test_spot(32, 1287, 128, 5000, static_cast(0.0807012167418264), static_cast(0.469768774237742), static_cast(1 - 0.469768774237742), tolerance);
+   test_spot(1, 13, 4, 26, static_cast(0.248695652173913), static_cast(0.296521739130435), static_cast(1 - 0.296521739130435), tolerance);
+   test_spot(2, 13, 4, 26, static_cast(0.40695652173913), static_cast(0.703478260869565), static_cast(1 - 0.703478260869565), tolerance);
+   test_spot(3, 13, 4, 26, static_cast(0.248695652173913), static_cast(0.952173913043478), static_cast(1 - 0.952173913043478), tolerance);
+
+   boost::math::hypergeometric_distribution d(50, 200, 500);
+   BOOST_CHECK_EQUAL(range(d).first, 0u);
+   BOOST_CHECK_EQUAL(range(d).second, 50u);
+   BOOST_CHECK_CLOSE(mean(d), static_cast(20), tolerance);
+   BOOST_CHECK_CLOSE(mode(d), static_cast(20), tolerance);
+   BOOST_CHECK_CLOSE(variance(d), static_cast(10.821643286573146292585170340681L), tolerance);
+   BOOST_CHECK_CLOSE(skewness(d), static_cast(0.048833071022952084732902910189366L), tolerance);
+   BOOST_CHECK_CLOSE(kurtosis_excess(d), static_cast(2.5155486690782804816404001878293L), tolerance);
+   BOOST_CHECK_CLOSE(kurtosis(d), kurtosis_excess(d) + 3, tolerance);
+   BOOST_CHECK_EQUAL(quantile(d, 0.5f), median(d));
+
+   BOOST_CHECK_THROW(d = boost::math::hypergeometric_distribution(501, 40, 500), std::domain_error);
+   BOOST_CHECK_THROW(d = boost::math::hypergeometric_distribution(40, 501, 500), std::domain_error);
+}
+
+
+int test_main(int, char* [])
+{
+   expected_results();
+   // Basic sanity-check spot values.
+   // (Parameter value, arbitrarily zero, only communicates the floating point type).
+   test_spots(0.0F, "float"); // Test float. OK at decdigits = 0 tolerance = 0.0001 %
+   test_spots(0.0, "double"); // Test double. OK at decdigits 7, tolerance = 1e07 %
+#ifndef BOOST_MATH_NO_LONG_DOUBLE_MATH_FUNCTIONS
+   test_spots(0.0L, "long double"); // Test long double.
+   test_spots(boost::math::concepts::real_concept(0), "real_concept"); // Test real_concept.
+#else
+   std::cout << "The long double tests have been disabled on this platform "
+      "either because the long double overloads of the usual math functions are "
+      "not available at all, or because they are too inaccurate for these tests "
+      "to pass." << std::cout;
+#endif
+
+   return 0;
+} // int test_main(int, char* [])
+
diff --git a/test/test_ibeta.cpp b/test/test_ibeta.cpp
index 91c5be945..86d33e01e 100644
--- a/test/test_ibeta.cpp
+++ b/test/test_ibeta.cpp
@@ -3,8 +3,10 @@
 //  Boost Software License, Version 1.0. (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 
+#include 
+
 #include 
-#include 
+#include 
 #include 
 #include 
 #include 
@@ -228,7 +230,7 @@ void expected_results()
       "[^|]*",                          // platform
       largest_type,                     // test type(s)
       "(?i).*small.*",                  // test data group
-      ".*", 60, 10);  // test function
+      ".*", 90, 25);  // test function
    add_expected_result(
       "[^|]*",                          // compiler
       "[^|]*",                          // stdlib
@@ -250,7 +252,7 @@ void expected_results()
       "[^|]*",                          // platform
       "real_concept",                   // test type(s)
       "(?i).*small.*",                      // test data group
-      ".*", 60, 15);  // test function
+      ".*", 90, 25);  // test function
    add_expected_result(
       "[^|]*",                          // compiler
       "[^|]*",                          // stdlib
diff --git a/test/test_ibeta_inv.cpp b/test/test_ibeta_inv.cpp
index 13d3a906e..3eaea4160 100644
--- a/test/test_ibeta_inv.cpp
+++ b/test/test_ibeta_inv.cpp
@@ -3,8 +3,10 @@
 //  Boost Software License, Version 1.0. (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 
+#include 
+
 #include 
-#include 
+#include 
 #include 
 #include 
 #include 
diff --git a/test/test_ibeta_inv_ab.cpp b/test/test_ibeta_inv_ab.cpp
index d7e6b67b8..93b4a88b5 100644
--- a/test/test_ibeta_inv_ab.cpp
+++ b/test/test_ibeta_inv_ab.cpp
@@ -3,10 +3,12 @@
 //  Boost Software License, Version 1.0. (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 
+#include 
+
 #define BOOST_MATH_OVERFLOW_ERROR_POLICY ignore_error
 
 #include 
-#include 
+#include 
 #include 
 #include 
 #include 
diff --git a/test/test_igamma.cpp b/test/test_igamma.cpp
index 2940ca09e..a47e5d1d7 100644
--- a/test/test_igamma.cpp
+++ b/test/test_igamma.cpp
@@ -3,11 +3,13 @@
 //  Boost Software License, Version 1.0. (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 
+#include 
+
 #define BOOST_MATH_OVERFLOW_ERROR_POLICY ignore_error
 
 #include 
 #include 
-#include 
+#include 
 #include 
 #include 
 #include 
@@ -91,7 +93,7 @@ void expected_results()
       "linux",                          // platform
       "real_concept",                   // test type(s)
       "[^|]*medium[^|]*",               // test data group
-      "[^|]*", 600, 200);                // test function
+      "[^|]*", 1000, 200);                // test function
    add_expected_result(
       "[^|]*",                          // compiler
       "[^|]*",                          // stdlib
diff --git a/test/test_igamma_inv.cpp b/test/test_igamma_inv.cpp
index b638f70b4..812369479 100644
--- a/test/test_igamma_inv.cpp
+++ b/test/test_igamma_inv.cpp
@@ -3,9 +3,13 @@
 //  Boost Software License, Version 1.0. (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 
+#include 
+
 #include 
 #include 
-#include 
+#include 
+#include 
+#include 
 #include 
 #include 
 #include 
diff --git a/test/test_igamma_inva.cpp b/test/test_igamma_inva.cpp
index 66673b5f4..b6c13366b 100644
--- a/test/test_igamma_inva.cpp
+++ b/test/test_igamma_inva.cpp
@@ -3,11 +3,15 @@
 //  Boost Software License, Version 1.0. (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 
+#include 
+
 #define BOOST_MATH_OVERFLOW_ERROR_POLICY ignore_error
 
 #include 
 #include 
-#include 
+#include 
+#include 
+#include 
 #include 
 #include 
 #include 
diff --git a/test/test_inv_hyp.cpp b/test/test_inv_hyp.cpp
index 30e7cfe92..b0e22c257 100644
--- a/test/test_inv_hyp.cpp
+++ b/test/test_inv_hyp.cpp
@@ -3,11 +3,13 @@
 //  Boost Software License, Version 1.0. (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 
+#include 
+
 #include 
 #include 
 #include 
 #include 
-#include 
+#include 
 #include 
 #include 
 #include 
diff --git a/test/test_laguerre.cpp b/test/test_laguerre.cpp
index 50e45271e..2745dca44 100644
--- a/test/test_laguerre.cpp
+++ b/test/test_laguerre.cpp
@@ -3,8 +3,10 @@
 //  Boost Software License, Version 1.0. (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 
+#include 
+
 #include 
-#include 
+#include 
 #include 
 #include 
 #include 
diff --git a/test/test_laplace.cpp b/test/test_laplace.cpp
new file mode 100644
index 000000000..85da6b71a
--- /dev/null
+++ b/test/test_laplace.cpp
@@ -0,0 +1,571 @@
+//  Copyright Thijs van den Berg, 2008.
+//  Copyright John Maddock 2008.
+//  Copyright Paul A. Bristow 2008, 2009.
+
+//  Use, modification and distribution are subject to the
+//  Boost Software License, Version 1.0. (See accompanying file
+//  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
+
+// TODO ?? PAB 2 Dec 2008
+
+// add few more tests for farther out than 2??
+// long double test
+// add test for convenience typedef laplace.
+
+/*
+
+This module tests the Laplace distribution.
+
+Test 1: test_pdf_cdf_ocatave()
+         Compare pdf, cdf agains results obtained from GNU Octave.
+
+Test 2: test_cdf_quantile_symmetry()
+         Checks if quantile is the inverse of cdf by testing
+         quantile(cdf(x)) == x
+
+Test 3: test_hazard_pdf_cdf_symmetry()
+         Checks the relation between hazard, pdf and cdf.
+         hazard = pdf/(1-cdf)
+
+
+Test 4: test_location_scale_symmetry()
+         Checks the pdf, cdf invariant for translation and scaling invariant
+                 cdf(x,location,scale) = cdf( (x-location)/scale, 0, 1)
+         scale * pdf(x,location,scale) = pdf( (x-location)/scale, 0, 1)
+
+Test 5: test_mmm_moments()
+         Tests...
+         mean   == location
+         mode   == location
+         median == location
+
+         standard_deviation = sqrt(2)*scale
+         skewness == 0
+         kurtoris == 6
+         excess kurtoris == 3
+
+Test 6: test_complemented()
+         Test the cdf an quantile complemented function
+         cdf(L,x) == cdf(complement(l,-x))
+         quantile(L,p) == quantile(complement(l,1-p))
+
+Test 7: test_bad_dist_parameters()
+         Test invalid distribution construction.
+
+Test 8: test_extreme_function_arguments()
+         Test x = +/- inf. for cdf(), pdf()
+         Test p ={0,1} for quantile()
+*/
+
+
+#define BOOST_TEST_MAIN
+#include 
+#include 
+#include 
+using boost::math::laplace_distribution;
+
+/*
+#include 
+   using std::cout;
+   using std::endl;
+   using std::setprecision;
+
+#include 
+  using std::numeric_limits;
+*/
+   
+/* 
+   This function test various values of the standard Laplace distribution pdf,cdf
+   against values generated by GNU Octave
+   The test code is generated woth the following Octave script:
+ 
+f = fopen('octave_boost_laplace.cpp', 'w');
+
+for x = [real(-2.0), real(-1.0), real(-0.5), real(0.0), real(0.5), real(1.0), real(2.0)]
+
+   # pdf tests
+   # -----------------------
+   fdisp(f, "   BOOST_CHECK_CLOSE(" ),;
+   fdisp(f, (sprintf ("      pdf(laplace_distribution(), static_cast(%16.14fL)),", x)));
+   fdisp(f, (sprintf ("      static_cast(%16.14fL),", laplace_pdf(x) )) );
+   fdisp(f, "   tolerance);" );
+   fdisp(f, "" );
+  
+   # cdf tests
+   # -----------------------
+   fdisp(f, "   BOOST_CHECK_CLOSE(" );
+   fdisp(f, (sprintf ("      cdf(laplace_distribution(), static_cast(%16.14fL)),", x)));
+   fdisp(f, (sprintf ("      static_cast(%16.14fL),", laplace_cdf(x) )) );
+   fdisp(f, "   tolerance);" );
+   fdisp(f, "" );
+   
+endfor
+
+fclose(f);
+
+
+Laplace distribution values version 2.0
+
+Using NTL version 5.4 and the formula in Wikipedia Paul A. Bristow
+NTL class RR precision 150 bits.
+NTL class RR output precision 50 decimal digits OK.
+Laplace pdf
+-10  0.22699964881242425767795757780275305118959044437696e-4
+-9.5  0.37425914943850295735594659677277583056493449453316e-4
+-9  0.61704902043339774748818345365016913036076416123496e-4
+-8.5  0.00010173418450532208718446671524353319364865576338509
+-8  0.00016773131395125591941069456289043050965545006686111
+-7.5  0.00027654218507391679155100004426517859890566829114007
+-7  0.00045594098277725810400156804220464131323686226383407
+-6.5  0.00075171959648878622369145166608382691500025647887521
+-6  0.0012393760883331792115225837154083339457532397924584
+-5.5  0.0020433857192320334967323513423603842041953283241185
+-5  0.0033689734995427335483180242115742121244247925136568
+-4.5  0.0055544982691211532480715671434652638857696337503689
+-4  0.0091578194443670901468590106366206211059560337810038
+-3.5  0.015098691711159250369893146181809922535830266119032
+-3  0.024893534183931971489671207825030888315849796096331
+-2.5  0.041042499311949397584764337233579903918902060509316
+-2  0.067667641618306345946999747486242201703815772944649
+-1.5  0.11156508007421491446664023538200626067108581471131
+-1  0.18393972058572116079776188508073043372290556554506
+-0.5  0.30326532985631671180189976749559022672095906778368
+0  0.5
+0.5  0.30326532985631671180189976749559022672095906778368
+1  0.18393972058572116079776188508073043372290556554506
+1.5  0.11156508007421491446664023538200626067108581471131
+2  0.067667641618306345946999747486242201703815772944649
+2.5  0.041042499311949397584764337233579903918902060509316
+3  0.024893534183931971489671207825030888315849796096331
+3.5  0.015098691711159250369893146181809922535830266119032
+4  0.0091578194443670901468590106366206211059560337810038
+4.5  0.0055544982691211532480715671434652638857696337503689
+5  0.0033689734995427335483180242115742121244247925136568
+5.5  0.0020433857192320334967323513423603842041953283241185
+6  0.0012393760883331792115225837154083339457532397924584
+6.5  0.00075171959648878622369145166608382691500025647887521
+7  0.00045594098277725810400156804220464131323686226383407
+7.5  0.00027654218507391679155100004426517859890566829114007
+8  0.00016773131395125591941069456289043050965545006686111
+8.5  0.00010173418450532208718446671524353319364865576338509
+9  0.61704902043339774748818345365016913036076416123496e-4
+9.5  0.37425914943850295735594659677277583056493449453316e-4
+10  0.22699964881242425767795757780275305118959044437696e-4
+
+Laplace cdf
+-10  0.9999773000351187575742322042422197246948810411152
+-9.5  0.99996257408505614970426440534032272241694350636029
+-9  0.99993829509795666022525118165463498308696392404693
+-8.5  0.99989826581549467791281553328475646680635134420916
+-8  0.99983226868604874408058930543710956949034454956485
+-7.5  0.9997234578149260832084489999557348214010943317417
+-7  0.99954405901722274189599843195779535868676313746042
+-6.5  0.99924828040351121377630854833391617308499974328643
+-6  0.99876062391166682078847741628459166605424676032523
+-5.5  0.99795661428076796650326764865763961579580467117776
+-5  0.99663102650045726645168197578842578787557520756024
+-4.5  0.9944455017308788467519284328565347361142303666328
+-4  0.99084218055563290985314098936337937889404396651458
+-3.5  0.98490130828884074963010685381819007746416973359633
+-3  0.9751064658160680285103287921749691116841502037504
+-2.5  0.95895750068805060241523566276642009608109793962206
+-2  0.93233235838169365405300025251375779829618422688019
+-1.5  0.8884349199257850855333597646179937393289141857266
+-1  0.81606027941427883920223811491926956627709443427977
+-0.5  0.69673467014368328819810023250440977327904093221632
+0  0.5
+0.5  0.30326532985631671180189976749559022672095906778368
+1  0.18393972058572116079776188508073043372290556572023
+1.5  0.11156508007421491446664023538200626067108581462372
+2  0.067667641618306345946999747486242201703815773119812
+2.5  0.041042499311949397584764337233579903918902060377944
+3  0.024893534183931971489671207825030888315849796249598
+3.5  0.015098691711159250369893146181809922535830266053346
+4  0.009157819444367090146859010636620621105956033835742
+4.5  0.005554498269121153248071567143465263885769633717526
+5  0.0033689734995427335483180242115742121244247924397602
+5.5  0.0020433857192320334967323513423603842041953284719117
+6  0.0012393760883331792115225837154083339457532396747712
+6.5  0.00075171959648878622369145166608382691500025636324071
+7  0.00045594098277725810400156804220464131323686218925325
+7.5  0.00027654218507391679155100004426517859890566825829713
+8  0.00016773131395125591941069456289043050965545008482209
+8.5  0.00010173418450532208718446671524353319364865579083973
+9  0.61704902043339774748818345365016913036076303396971e-4
+9.5  0.37425914943850295735594659677277583056493289386783e-4
+10  0.22699964881242425767795757780275305118958884798806e-4
+
+*/
+template 
+void test_pdf_cdf_ocatave()
+{
+   RealType tolerance(1e-10f);
+   
+   BOOST_CHECK_CLOSE(
+      pdf(laplace_distribution(), static_cast(-2.L)),
+     // static_cast(0.06766764161831L),
+      static_cast(0.067667641618306345946999747486242201703815773119812L),
+   tolerance);
+
+   BOOST_CHECK_CLOSE(
+      cdf(laplace_distribution(), static_cast(-2.L)),
+      //static_cast(0.06766764161831L),
+      static_cast(0.067667641618306345946999747486242201703815773119812L),
+   tolerance);
+
+   BOOST_CHECK_CLOSE(
+      pdf(laplace_distribution(), static_cast(-1.L)),
+      //static_cast(0.18393972058572L),
+      static_cast(0.18393972058572116079776188508073043372290556554506L),
+   tolerance);
+
+   BOOST_CHECK_CLOSE(
+      cdf(laplace_distribution(), static_cast(-1.L)),
+      static_cast(0.18393972058572L),
+   tolerance);
+
+   BOOST_CHECK_CLOSE(
+      pdf(laplace_distribution(), static_cast(-0.5L)),
+   // static_cast(0.30326532985632L),
+      static_cast(0.30326532985631671180189976749559022672095906778368L),
+   tolerance);
+
+   BOOST_CHECK_CLOSE(
+      cdf(laplace_distribution(), static_cast(-0.5L)),
+      //static_cast(0.30326532985632L),
+      static_cast(0.30326532985631671180189976749559022672095906778368L),
+   tolerance);
+
+   BOOST_CHECK_CLOSE(
+      pdf(laplace_distribution(), static_cast(0.0L)),
+      static_cast(0.5L),
+   tolerance);
+
+   BOOST_CHECK_CLOSE(
+      cdf(laplace_distribution(), static_cast(0.0L)),
+      static_cast(0.5L),
+   tolerance);
+
+   BOOST_CHECK_CLOSE(
+      pdf(laplace_distribution(), static_cast(0.5L)),
+      //static_cast(0.30326532985632L),
+      static_cast(0.30326532985631671180189976749559022672095906778368L),
+   tolerance);
+
+   BOOST_CHECK_CLOSE(
+      cdf(laplace_distribution(), static_cast(0.5L)),
+      // static_cast(0.69673467014368L),
+      static_cast(0.69673467014368328819810023250440977327904093221632L),
+   tolerance);
+
+   BOOST_CHECK_CLOSE(
+      pdf(laplace_distribution(), static_cast(1.0L)),
+    //  static_cast(0.18393972058572L),
+      static_cast(0.18393972058572116079776188508073043372290556554506L),
+   tolerance);
+
+   BOOST_CHECK_CLOSE(
+      cdf(laplace_distribution(), static_cast(1.00000000000000L)),
+     // static_cast(0.81606027941428L),
+      static_cast(0.81606027941427883920223811491926956627709443427977L),
+   tolerance);
+
+   BOOST_CHECK_CLOSE(
+      pdf(laplace_distribution(), static_cast(2.0L)),
+    //  static_cast(0.06766764161831L),
+      static_cast(0.067667641618306345946999747486242201703815772944649L),
+   tolerance);
+
+   BOOST_CHECK_CLOSE(
+      cdf(laplace_distribution(), static_cast(2.0L)),
+   //   static_cast(0.93233235838169L),
+      static_cast(0.93233235838169365405300025251375779829618422688019L),
+   tolerance);
+}
+
+template 
+void test_cdf_quantile_symmetry()
+{
+   RealType tolerance(boost::math::tools::epsilon() * 500); // 5 eps as a percentage
+
+   const float xtest[7] = {  -2.0, -1.0, -0.5, 0.0, 0.5, 1.0, 2.0 };
+   
+   for (int i=0; i<7; ++i)
+   {
+      RealType x( static_cast(xtest[i]) );
+      RealType x2( quantile(laplace_distribution(), cdf(laplace_distribution(), x)) );
+      BOOST_CHECK_CLOSE( x, x2, tolerance);
+   }
+}
+
+template 
+void test_hazard_pdf_cdf_symmetry()
+{
+   RealType tolerance(boost::math::tools::epsilon() * 500); // 5 eps as a percentage
+
+   const float xtest[7] = {  -2.0, -1.0, -0.5, 0.0, 0.5, 1.0, 2.0 };
+
+   for (int xi=0; xi<7; ++xi)
+   {
+      RealType x( static_cast(xtest[xi]) );
+      RealType p(  pdf(laplace_distribution(), x)  );
+      RealType c(  cdf(laplace_distribution(), x)  );
+      RealType h1(   p/(static_cast(1.0) - c)  );
+      RealType h2(  hazard(laplace_distribution(), x)  );
+      BOOST_CHECK_CLOSE( h1, h2, tolerance);
+   }
+}
+
+template 
+void test_location_scale_symmetry()
+{
+   RealType tolerance(boost::math::tools::epsilon() * 500); // 5 eps as a percentage
+
+   const float xtest[7] = {  -2.0, -1.0, -0.5, 0.0, 0.5, 1.0, 2.0 };
+   const float ltest[7] = {  -2.0, -1.0, -0.5, 0.0, 0.5, 1.0, 2.0 };
+   const float stest[3] = {  0.5, 1.0, 2.0 };
+
+   for (int xi=0; xi<7; ++xi)
+      for (int li=0; li<7; ++li)
+         for (int si=0; si<3; ++si)
+         {
+            RealType x( static_cast(xtest[xi]) );
+            RealType l( static_cast(ltest[li]) );
+            RealType s( static_cast(stest[si]) );
+            RealType x0( (x-l)/s );
+
+            BOOST_CHECK_CLOSE( 
+               pdf(laplace_distribution(l,s), x) * s,
+               pdf(laplace_distribution(), x0),
+               tolerance);
+
+            BOOST_CHECK_CLOSE( 
+               cdf(laplace_distribution(l,s), x),
+               cdf(laplace_distribution(), x0),
+               tolerance);
+
+         }
+}
+
+template 
+void test_mmm_moments()
+{
+   RealType tolerance(boost::math::tools::epsilon() * 500); // 5 eps as a percentage
+
+ //  const float xtest[7] = {  -2.0, -1.0, -0.5, 0.0, 0.5, 1.0, 2.0 };
+   const float ltest[7] = {  -2.0, -1.0, -0.5, 0.0, 0.5, 1.0, 2.0 };
+   const float stest[3] = {  0.5, 1.0, 2.0 };
+
+   for (int xi=0; xi<7; ++xi)
+      for (int li=0; li<7; ++li)
+         for (int si=0; si<3; ++si)
+         {
+            //RealType x( static_cast(xtest[xi]) );
+            RealType l( static_cast(ltest[li]) );
+            RealType s( static_cast(stest[si]) );
+
+            BOOST_CHECK_CLOSE( 
+               mean( laplace_distribution(l,s) ),
+               l,
+               tolerance);
+
+            BOOST_CHECK_CLOSE( 
+               median( laplace_distribution(l,s) ),
+               l,
+               tolerance);
+
+            BOOST_CHECK_CLOSE( 
+               mode( laplace_distribution(l,s) ),
+               l,
+               tolerance);
+
+
+            BOOST_CHECK_CLOSE( 
+               standard_deviation( laplace_distribution(l,s) ),
+               static_cast( s * boost::math::constants::root_two() ),
+               tolerance);
+
+            BOOST_CHECK_CLOSE( 
+               skewness( laplace_distribution(l,s) ),
+               static_cast(0),
+               tolerance);
+
+            BOOST_CHECK_CLOSE( 
+               kurtosis( laplace_distribution(l,s) ),
+               static_cast(6),
+               tolerance);
+
+            BOOST_CHECK_CLOSE( 
+               kurtosis_excess( laplace_distribution(l,s) ),
+               static_cast(3),
+               tolerance);
+         }
+} // template  void test_mmm_moments()
+
+template 
+void test_complemented()
+{
+   RealType tolerance(boost::math::tools::epsilon() * 500); // 5 eps as a percentage
+
+   const float xtest[7] = {  -2.0, -1.0, -0.5, 0.0, 0.5, 1.0, 2.0 };
+   const float ptest[7] = {  0.125, 0.25, 0.5, 0.75, 0.875 };
+   const float ltest[7] = {  -2.0, -1.0, -0.5, 0.0, 0.5, 1.0, 2.0 };
+   const float stest[3] = {  0.5, 1.0, 2.0 };
+
+   for (int li=0; li<7; ++li)
+      for (int si=0; si<3; ++si)
+      {
+         RealType l( static_cast(ltest[li]) );
+         RealType s( static_cast(stest[si]) );
+
+         for (int xi=0; xi<7; ++xi)
+         {
+            RealType x( static_cast(xtest[xi]) );
+
+            BOOST_CHECK_CLOSE( 
+               cdf(complement(laplace_distribution(l,s), -x)), 
+               cdf(laplace_distribution(l,s), x),
+               tolerance);
+         }
+
+         for (int pi=0; pi<5; ++pi)
+         {
+            RealType p( static_cast(ptest[pi]) );
+
+            BOOST_CHECK_CLOSE( 
+               quantile(complement(laplace_distribution(l,s), 1-p )), 
+               quantile(laplace_distribution(l,s), p),
+               tolerance);
+         }
+      }
+} // void test_complemented()
+
+template 
+void test_bad_dist_parameters()
+{
+   // Check that can generate laplace distribution using both convenience methods:
+   laplace_distribution lp1(0.5); // Using default RealType double.
+   boost::math::laplace lp2(0.5); // Using typedef. 
+
+   BOOST_CHECK_THROW(boost::math::laplace_distribution lbad1(0, 0), std::domain_error);
+   BOOST_CHECK_THROW(boost::math::laplace_distribution lbad2(0, -1), std::domain_error);
+}
+
+template 
+void test_extreme_function_arguments()
+{
+   boost::math::laplace_distribution L1(0, 1);
+   boost::math::laplace_distribution L2(1, 2);
+
+   // check pdf at x = +/- infinity
+   BOOST_CHECK_THROW(pdf(L1, +std::numeric_limits::infinity()), std::domain_error);
+   BOOST_CHECK_THROW(pdf(L1, -std::numeric_limits::infinity()), std::domain_error);
+   BOOST_CHECK_THROW(pdf(L2, +std::numeric_limits::infinity()), std::domain_error);
+   BOOST_CHECK_THROW(pdf(L2, -std::numeric_limits::infinity()), std::domain_error);
+
+   // check cdf at x = +/- infinity
+   BOOST_CHECK_THROW(cdf(L1, +std::numeric_limits::infinity()), std::domain_error);
+   BOOST_CHECK_THROW(cdf(L1, -std::numeric_limits::infinity()), std::domain_error);
+   BOOST_CHECK_THROW(cdf(L2, +std::numeric_limits::infinity()), std::domain_error);
+   BOOST_CHECK_THROW(cdf(L2, -std::numeric_limits::infinity()), std::domain_error);
+
+   // check quantile at p = 0,1
+   BOOST_CHECK_EQUAL( quantile(L1, 0), -std::numeric_limits::infinity() );
+   BOOST_CHECK_EQUAL( quantile(L1, 1), +std::numeric_limits::infinity() );
+   BOOST_CHECK_EQUAL( quantile(L2, 0), -std::numeric_limits::infinity() );
+   BOOST_CHECK_EQUAL( quantile(L2, 1), +std::numeric_limits::infinity() );
+}
+
+BOOST_AUTO_TEST_CASE( vs_GNU_Octave )
+{
+   test_pdf_cdf_ocatave();
+   test_pdf_cdf_ocatave();
+}
+
+BOOST_AUTO_TEST_CASE( cdf_quantile_symmetry )
+{
+   test_cdf_quantile_symmetry();
+   test_cdf_quantile_symmetry();
+}
+
+
+BOOST_AUTO_TEST_CASE( hazard_pdf_cdf_symmetry )
+{
+   test_hazard_pdf_cdf_symmetry();
+   test_hazard_pdf_cdf_symmetry();
+}
+
+BOOST_AUTO_TEST_CASE( location_scale_symmetry )
+{
+   test_location_scale_symmetry();
+   test_location_scale_symmetry();
+}
+
+BOOST_AUTO_TEST_CASE( mmm_moments )
+{
+   test_mmm_moments();
+   test_mmm_moments();
+}
+
+BOOST_AUTO_TEST_CASE( t_complemented )
+{
+   test_complemented();
+   test_complemented();
+}
+
+BOOST_AUTO_TEST_CASE( bad_dist_parameters )
+{
+   test_bad_dist_parameters();
+   test_bad_dist_parameters();
+}
+
+BOOST_AUTO_TEST_CASE( extreme_function_arguments )
+{
+   test_extreme_function_arguments();
+   test_extreme_function_arguments();
+}
+
+/*
+
+Output:
+
+Microsoft Visual Studio 2008  Version 9.0.21022.8 RTM
+
+Debug Multi-threaded Debug (/MTd)
+
+Running 8 test cases...
+
+*** No errors detected
+Detected memory leaks!
+Dumping objects ->
+{286} normal block at 0x001E92D8, 7 bytes long.
+ Data:  64 6F 75 62 6C 65 00
+{285} normal block at 0x001E92A0, 8 bytes long.
+ Data: <    0   > D8 92 1E 00 30 92 1E 00
+{230} normal block at 0x001E9268, 6 bytes long.
+ Data:  66 6C 6F 61 74 00
+{229} normal block at 0x001E9230, 8 bytes long.
+ Data:  68 92 1E 00 00 00 00 00
+Object dump complete.
+Press any key to continue . . .
+
+// Why does debug cause memory leak?  Problem in Boost.Test - no - MS debug VC9 runtime
+// http://www.nabble.com/Re%3A--Boost.Test--Problem-with-vc9-runtime-library-p17864724.html
+// so we can ignore this.
+
+
+Release Multi-threaded (/MT)
+
+Compiling...
+test_laplace.cpp
+Linking...
+Generating code
+Finished generating code
+Embedding manifest...
+Autorun "j:\Cpp\MathToolkit\test\Math_test\release\test_laplace.exe"
+Running 8 test cases...
+*** No errors detected
+
+
+*/
+
diff --git a/test/test_legendre.cpp b/test/test_legendre.cpp
index c742bb20b..74604f952 100644
--- a/test/test_legendre.cpp
+++ b/test/test_legendre.cpp
@@ -3,8 +3,14 @@
 //  Boost Software License, Version 1.0. (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 
+#include 
+
+#ifdef _MSC_VER
+#  pragma warning (disable : 4756) // overflow in constant arithmetic
+#endif
+
 #include 
-#include 
+#include 
 #include 
 #include 
 #include 
@@ -18,17 +24,17 @@
 // DESCRIPTION:
 // ~~~~~~~~~~~~
 //
-// This file tests the legendre polynomials.  
+// This file tests the legendre polynomials.
 // There are two sets of tests, spot
 // tests which compare our results with selected values computed
-// using the online special function calculator at 
+// using the online special function calculator at
 // functions.wolfram.com, while the bulk of the accuracy tests
 // use values generated with NTL::RR at 1000-bit precision
 // and our generic versions of these functions.
 //
 // Note that when this file is first run on a new platform many of
 // these tests will fail: the default accuracy is 1 epsilon which
-// is too tight for most platforms.  In this situation you will 
+// is too tight for most platforms.  In this situation you will
 // need to cast a human eye over the error rates reported and make
 // a judgement as to whether they are acceptable.  Either way please
 // report the results to the Boost mailing list.  Acceptable rates of
@@ -182,7 +188,7 @@ void expected_results()
    // Finish off by printing out the compiler/stdlib/platform names,
    // we do this to make it easier to mark up expected error rates.
    //
-   std::cout << "Tests run with " << BOOST_COMPILER << ", " 
+   std::cout << "Tests run with " << BOOST_COMPILER << ", "
       << BOOST_STDLIB << ", " << BOOST_PLATFORM << std::endl;
 }
 
@@ -208,16 +214,16 @@ void do_test_legendre_p(const T& data, const char* type_name, const char* test_n
    // test legendre_p against data:
    //
    result = boost::math::tools::test(
-      data, 
-      bind_func_int1(funcp, 0, 1), 
+      data,
+      bind_func_int1(funcp, 0, 1),
       extract_result(2));
    handle_test_result(result, data[result.worst()], result.worst(), type_name, "boost::math::legendre_p", test_name);
 #ifdef TEST_OTHER
    if(::boost::is_floating_point::value){
       funcp = other::legendre_p;
    result = boost::math::tools::test(
-      data, 
-      bind_func_int1(funcp, 0, 1), 
+      data,
+      bind_func_int1(funcp, 0, 1),
       extract_result(2));
       print_test_result(result, data[result.worst()], result.worst(), type_name, "other::legendre_p");
    }
@@ -234,16 +240,16 @@ void do_test_legendre_p(const T& data, const char* type_name, const char* test_n
    // test legendre_q against data:
    //
    result = boost::math::tools::test(
-      data, 
-      bind_func_int1(funcp2, 0, 1), 
+      data,
+      bind_func_int1(funcp2, 0, 1),
       extract_result(3));
    handle_test_result(result, data[result.worst()], result.worst(), type_name, "boost::math::legendre_q", test_name);
 #ifdef TEST_OTHER
    if(::boost::is_floating_point::value){
       funcp = other::legendre_q;
    result = boost::math::tools::test(
-      data, 
-      bind_func_int1(funcp2, 0, 1), 
+      data,
+      bind_func_int1(funcp2, 0, 1),
       extract_result(3));
       print_test_result(result, data[result.worst()], result.worst(), type_name, "other::legendre_q");
    }
@@ -275,8 +281,8 @@ void do_test_assoc_legendre_p(const T& data, const char* type_name, const char*
    // test legendre_p against data:
    //
    result = boost::math::tools::test(
-      data, 
-      bind_func_int2(funcp, 0, 1, 2), 
+      data,
+      bind_func_int2(funcp, 0, 1, 2),
       extract_result(3));
    handle_test_result(result, data[result.worst()], result.worst(), type_name, "boost::math::legendre_p", test_name);
    std::cout << std::endl;
@@ -290,7 +296,7 @@ void test_legendre_p(T, const char* name)
    //
    // The contents are as follows, each row of data contains
    // three items, input value a, input value b and erf(a, b):
-   // 
+   //
 #  include "legendre_p.ipp"
 
    do_test_legendre_p(legendre_p, name, "Legendre Polynomials: Small Values");
diff --git a/test/test_logistic_dist.cpp b/test/test_logistic_dist.cpp
new file mode 100644
index 000000000..04d1a47d5
--- /dev/null
+++ b/test/test_logistic_dist.cpp
@@ -0,0 +1,330 @@
+// Copyright 2008 Gautam Sewani
+
+// Use, modification and distribution are subject to the
+// Boost Software License, Version 1.0.
+// (See accompanying file LICENSE_1_0.txt
+// or copy at http://www.boost.org/LICENSE_1_0.txt)
+
+#define BOOST_MATH_UNDERFLOW_ERROR_POLICY throw_on_error
+#define BOOST_MATH_OVERFLOW_ERROR_POLICY throw_on_error
+#include  // for real_concept
+#include 
+    using boost::math::logistic_distribution;
+
+#include  // Boost.Test
+#include 
+
+
+#include 
+   using std::cout;
+   using std::endl;
+   using std::setprecision;
+
+
+template 
+void test_spot(RealType location, RealType scale, RealType x, RealType p, RealType q, RealType tolerance)
+{
+   BOOST_CHECK_CLOSE(
+      ::boost::math::cdf(
+      logistic_distribution(location,scale),      
+      x),
+      p,
+      tolerance); // %
+   BOOST_CHECK_CLOSE(
+      ::boost::math::cdf(
+      complement(logistic_distribution(location,scale),      
+      x)),
+      q,
+      tolerance); // %
+   if(p < 0.999)
+   {
+      BOOST_CHECK_CLOSE(
+         ::boost::math::quantile(
+         logistic_distribution(location,scale),      
+         p),
+         x,
+         tolerance); // %
+   }
+   if(q < 0.999)
+   {
+      BOOST_CHECK_CLOSE(
+         ::boost::math::quantile(
+         complement(logistic_distribution(location,scale),      
+         q)),
+         x,
+         2 * tolerance); // %
+   }
+}
+
+
+template 
+void test_spots(RealType T)
+{
+   // Basic sanity checks.
+   // 50 eps as a percentage, up to a maximum of double precision
+   // Test data taken from Mathematica 6
+   RealType tolerance = (std::max)(
+      static_cast(1e-33L),
+      boost::math::tools::epsilon());
+   cout<<"Absolute tolerance:"<(1), // location
+      static_cast(0.5L), // scale
+      static_cast(0.1L), // x
+      static_cast(0.141851064900487789594278108470953L), // p
+      static_cast(0.858148935099512210405721891529047L), //q
+      tolerance);
+
+   test_spot(
+      static_cast(5), // location
+      static_cast(2), // scale
+      static_cast(3.123123123L),//x 
+      static_cast(0.281215878622547904873088053477813L), // p
+      static_cast(0.718784121377452095126911946522187L), //q
+      tolerance);
+
+   test_spot(
+      static_cast(1.2345L), // location
+      static_cast(0.12345L), // scale
+      static_cast(3.123123123L),//x
+      static_cast(0.999999773084685079723328282229357L), // p
+      static_cast(2.26915314920276671717770643005212e-7L), //q
+      tolerance);
+
+
+   //High probability
+   test_spot(
+      static_cast(1), // location
+      static_cast(0.5L), // scale
+      static_cast(10), // x
+      static_cast(0.99999998477002048723965105559179L), // p  
+      static_cast(1.5229979512760348944408208801237e-8L), //q
+      tolerance);
+
+   //negative x
+   test_spot(
+      static_cast(5), // location
+      static_cast(2), // scale
+      static_cast(-0.1L), // scale
+      static_cast(0.0724264853615177178439235061476928L), // p
+      static_cast(0.927573514638482282156076493852307L), //q
+      tolerance);
+
+
+   test_spot(
+      static_cast(5), // location
+      static_cast(2), // scale
+      static_cast(-20), // x
+      static_cast(3.72663928418656138608800947863869e-6L), // p
+      static_cast(0.999996273360715813438613911990521L), //q
+      tolerance);
+
+
+   //test value to check cancellation error in straight/complimented quantile 
+   //the subtraction in the formula location-scale*log term introduces catastrophics cancellator error if location and scale*log term are close
+   //For these values, the tests fail at tolerance, but work at 100*tolerance
+   test_spot(
+      static_cast(-1.2345L), // location
+      static_cast(1.4555L), // scale
+      static_cast(-0.00125796420642514024493852425918807L),//x
+      static_cast(0.7L), // p
+      static_cast(0.3L), //q
+      80*tolerance);   
+
+   test_spot(
+      static_cast(1.2345L), // location
+      static_cast(0.12345L), // scale
+      static_cast(0.0012345L), // x
+      static_cast(0.0000458541039469413343331170952855318L), // p
+      static_cast(0.999954145896053058665666882904714L), //q
+      80*tolerance);
+
+
+
+   test_spot(
+      static_cast(5L), // location
+      static_cast(2L), // scale
+      static_cast(0.0012345L), // x
+      static_cast(0.0759014628704232983512906076564256L), // p
+      static_cast(0.924098537129576701648709392343574L), //q
+      80*tolerance);
+
+   //negative location
+   test_spot(
+      static_cast(-123.123123L), // location
+      static_cast(2.123L), // scale
+      static_cast(3), // x
+      static_cast(0.999999999999999999999999984171276L), // p
+      static_cast(1.58287236765203121622150720373972e-26L), //q
+      tolerance);
+   //PDF Testing
+   BOOST_CHECK_CLOSE(
+      ::boost::math::pdf(
+      logistic_distribution(5,2),      
+         static_cast(0.125L) ),//x
+         static_cast(0.0369500730133475464584898192104821L),              // probability
+      tolerance); // %
+
+   BOOST_CHECK_CLOSE(
+      ::boost::math::pdf(
+         logistic_distribution(static_cast(1.2345L), static_cast(0.12345L)),      
+         static_cast(0.0012345L) ),//x
+         static_cast(0.000371421639109700748742498671686243L),              // probability
+      tolerance); // %
+   BOOST_CHECK_CLOSE(
+      ::boost::math::pdf(
+      logistic_distribution(2,1),      
+         static_cast(2L) ),//x
+         static_cast(0.25L),              // probability
+      tolerance); // %
+
+   //Extreme value testing
+
+   if(std::numeric_limits::has_infinity)
+   {
+      BOOST_CHECK_EQUAL(pdf(logistic_distribution(), +std::numeric_limits::infinity()), 0); // x = + infinity, pdf = 0
+      BOOST_CHECK_EQUAL(pdf(logistic_distribution(), -std::numeric_limits::infinity()), 0); // x = - infinity, pdf = 0
+      BOOST_CHECK_EQUAL(cdf(logistic_distribution(), +std::numeric_limits::infinity()), 1); // x = + infinity, cdf = 1
+      BOOST_CHECK_EQUAL(cdf(logistic_distribution(), -std::numeric_limits::infinity()), 0); // x = - infinity, cdf = 0
+      BOOST_CHECK_EQUAL(cdf(complement(logistic_distribution(), +std::numeric_limits::infinity())), 0); // x = + infinity, c cdf = 0
+      BOOST_CHECK_EQUAL(cdf(complement(logistic_distribution(), -std::numeric_limits::infinity())), 1); // x = - infinity, c cdf = 1
+   }
+   BOOST_CHECK_THROW(quantile(logistic_distribution(), static_cast(1)), std::overflow_error); // x = + infinity, cdf = 1
+   BOOST_CHECK_THROW(quantile(logistic_distribution(), static_cast(0)), std::overflow_error); // x = - infinity, cdf = 0
+   BOOST_CHECK_THROW(quantile(complement(logistic_distribution(), static_cast(1))), std::overflow_error); // x = - infinity, cdf = 0
+   BOOST_CHECK_THROW(quantile(complement(logistic_distribution(), static_cast(0))), std::overflow_error); // x = + infinity, cdf = 1
+   BOOST_CHECK_EQUAL(cdf(logistic_distribution(), +boost::math::tools::max_value()), 1); // x = + infinity, cdf = 1
+   BOOST_CHECK_EQUAL(cdf(logistic_distribution(), -boost::math::tools::max_value()), 0); // x = - infinity, cdf = 0
+   BOOST_CHECK_EQUAL(cdf(complement(logistic_distribution(), +boost::math::tools::max_value())), 0); // x = + infinity, c cdf = 0
+   BOOST_CHECK_EQUAL(cdf(complement(logistic_distribution(), -boost::math::tools::max_value())), 1); // x = - infinity, c cdf = 1
+   BOOST_CHECK_EQUAL(pdf(logistic_distribution(), +boost::math::tools::max_value()), 0); // x = + infinity, pdf = 0
+   BOOST_CHECK_EQUAL(pdf(logistic_distribution(), -boost::math::tools::max_value()), 0); // x = - infinity, pdf = 0
+
+   //
+   // Things that are errors:
+   //1. domain errors for scale and location
+   //2. x being NAN
+   //3. Probabilies being outside (0,1)
+
+   //location/scale can't be infinity
+   if(std::numeric_limits::has_infinity) {
+      BOOST_CHECK_THROW(
+         logistic_distribution dist(std::numeric_limits::infinity(),0.5),
+         std::domain_error);
+      BOOST_CHECK_THROW(
+         logistic_distribution dist(0.5,std::numeric_limits::infinity()),
+         std::domain_error);
+   }
+   //scale can't be negative or 0
+   BOOST_CHECK_THROW(
+      logistic_distribution dist(0.5,-0.5),
+      std::domain_error);
+   BOOST_CHECK_THROW(
+      logistic_distribution dist(0.5,0),
+      std::domain_error);
+
+   logistic_distribution dist(0.5,0.5);
+   //x can't be NaN,p can't be NaN
+
+   if (std::numeric_limits::has_quiet_NaN)
+   {
+      // No longer allow x to be NaN, then these tests should throw.
+      BOOST_CHECK_THROW(pdf(dist, +std::numeric_limits::quiet_NaN()), std::domain_error); // x = NaN
+      BOOST_CHECK_THROW(cdf(dist, +std::numeric_limits::quiet_NaN()), std::domain_error); // x = NaN
+      BOOST_CHECK_THROW(cdf(complement(dist, +std::numeric_limits::quiet_NaN())), std::domain_error); // x = + infinity
+      BOOST_CHECK_THROW(quantile(dist, +std::numeric_limits::quiet_NaN()), std::domain_error); // p = + infinity
+      BOOST_CHECK_THROW(quantile(complement(dist, +std::numeric_limits::quiet_NaN())), std::domain_error); // p = + infinity
+   }
+
+   //p can't be outside (0,1)
+   BOOST_CHECK_THROW(quantile(dist, static_cast(1.1)), std::domain_error); 
+   BOOST_CHECK_THROW(quantile(dist, static_cast(-0.1)), std::domain_error);
+   BOOST_CHECK_THROW(quantile(dist, static_cast(1)), std::overflow_error); 
+   BOOST_CHECK_THROW(quantile(dist, static_cast(0)), std::overflow_error);
+
+   BOOST_CHECK_THROW(quantile(complement(dist, static_cast(1.1))), std::domain_error); 
+   BOOST_CHECK_THROW(quantile(complement(dist, static_cast(-0.1))), std::domain_error);
+   BOOST_CHECK_THROW(quantile(complement(dist, static_cast(1))), std::overflow_error); 
+   BOOST_CHECK_THROW(quantile(complement(dist, static_cast(0))), std::overflow_error); 
+
+   //Tests for mean,mode,median,variance,skewness,kurtosis
+   //mean
+   BOOST_CHECK_CLOSE(
+      ::boost::math::mean(
+      logistic_distribution(2,1)      
+      ),//x
+      static_cast(2),              // probability
+      tolerance); // %
+   //median
+   BOOST_CHECK_CLOSE(
+      ::boost::math::median(
+      logistic_distribution(2,1)      
+      ),//x
+      static_cast(2),              // probability
+      tolerance);
+   //mode
+   BOOST_CHECK_CLOSE(
+      ::boost::math::mode(
+      logistic_distribution(2,1)      
+      ),//x
+      static_cast(2),              // probability
+      tolerance);
+   //variance
+   BOOST_CHECK_CLOSE(
+      ::boost::math::variance(
+      logistic_distribution(2,1)      
+      ),//x
+      static_cast(3.28986813369645287294483033329205L),              // probability
+      tolerance);
+   //skewness
+   BOOST_CHECK_CLOSE(
+      ::boost::math::skewness(
+      logistic_distribution(2,1)      
+      ),//x
+      static_cast(0),              // probability
+      tolerance);
+   BOOST_CHECK_CLOSE(
+      ::boost::math::kurtosis_excess(
+      logistic_distribution(2,1)      
+      ),//x
+      static_cast(1.2L),              // probability
+      tolerance);
+
+} // template void test_spots(RealType)
+
+
+int test_main(int, char* [])
+{
+  // Check that can generate logistic distribution using the two convenience methods:
+   boost::math::logistic mycexp1(1.); // Using typedef
+   logistic_distribution<> myexp2(1.); // Using default RealType double.
+
+    // Basic sanity-check spot values.
+   // (Parameter value, arbitrarily zero, only communicates the floating point type).
+  test_spots(0.0F); // Test float. OK at decdigits = 0 tolerance = 0.0001 %
+  test_spots(0.0); // Test double. OK at decdigits 7, tolerance = 1e07 %
+#ifndef BOOST_MATH_NO_LONG_DOUBLE_MATH_FUNCTIONS
+  test_spots(0.0L); // Test long double.
+#if !BOOST_WORKAROUND(__BORLANDC__, BOOST_TESTED_AT(0x582))
+  test_spots(boost::math::concepts::real_concept(0.)); // Test real concept.
+#endif
+#else
+   std::cout << "The long double tests have been disabled on this platform "
+      "either because the long double overloads of the usual math functions are "
+      "not available at all, or because they are too inaccurate for these tests "
+      "to pass." << std::cout;
+#endif
+
+   return 0;
+} // int test_main(int, char* [])
+
diff --git a/test/test_lognormal.cpp b/test/test_lognormal.cpp
index b964b9c0c..abf8d665d 100644
--- a/test/test_lognormal.cpp
+++ b/test/test_lognormal.cpp
@@ -9,7 +9,7 @@
 // test_lognormal.cpp
 
 #include  // for real_concept
-#include  // Boost.Test
+#include  // Boost.Test
 #include 
 
 #include 
diff --git a/test/test_minima.cpp b/test/test_minima.cpp
index 8d2b4a50b..f7cc2a5e9 100644
--- a/test/test_minima.cpp
+++ b/test/test_minima.cpp
@@ -5,8 +5,10 @@
 //  Boost Software License, Version 1.0. (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 
+#include 
+
 #include 
-#include 
+#include 
 #include 
 #include 
 
diff --git a/test/test_nc_beta.cpp b/test/test_nc_beta.cpp
index 4987363e6..03879b580 100644
--- a/test/test_nc_beta.cpp
+++ b/test/test_nc_beta.cpp
@@ -7,6 +7,8 @@
 // (See accompanying file LICENSE_1_0.txt
 // or copy at http://www.boost.org/LICENSE_1_0.txt)
 
+#include 
+
 #ifdef _MSC_VER
 #pragma warning (disable:4127 4512)
 #endif
@@ -21,7 +23,9 @@
 #include  // for real_concept
 #include  // for chi_squared_distribution
 #include  // for chi_squared_distribution
-#include  // for test_main
+#include  // for test_main
+#include 
+#include 
 #include  // for BOOST_CHECK_CLOSE
 
 #include "functor.hpp"
@@ -103,14 +107,14 @@ void expected_results()
          "[^|]*",                          // platform
          largest_type,                     // test type(s)
          "[^|]*medium[^|]*",               // test data group
-         "[^|]*", 900, 500);               // test function
+         "[^|]*", 1200, 500);               // test function
       add_expected_result(
          "[^|]*",                          // compiler
          "[^|]*",                          // stdlib
          "[^|]*",                          // platform
          largest_type,                     // test type(s)
          "[^|]*large[^|]*",                // test data group
-         "[^|]*", 40000, 5500);            // test function
+         "[^|]*", 40000, 6000);            // test function
    }
 #endif
    //
@@ -136,7 +140,7 @@ void expected_results()
       "[^|]*",                          // platform
       largest_type,                     // test type(s)
       "[^|]*large[^|]*",                // test data group
-      "[^|]*", 10000, 2000);             // test function
+      "[^|]*", 20000, 2000);             // test function
    //
    // Finish off by printing out the compiler/stdlib/platform names,
    // we do this to make it easier to mark up expected error rates.
diff --git a/test/test_nc_chi_squared.cpp b/test/test_nc_chi_squared.cpp
index 23f4d895f..59461a39c 100644
--- a/test/test_nc_chi_squared.cpp
+++ b/test/test_nc_chi_squared.cpp
@@ -7,6 +7,8 @@
 // (See accompanying file LICENSE_1_0.txt
 // or copy at http://www.boost.org/LICENSE_1_0.txt)
 
+#include 
+
 #ifdef _MSC_VER
 #pragma warning (disable:4127 4512)
 #endif
@@ -21,7 +23,9 @@
 #include  // for real_concept
 #include  // for chi_squared_distribution
 #include  // for chi_squared_distribution
-#include  // for test_main
+#include  // for test_main
+#include 
+#include 
 #include  // for BOOST_CHECK_CLOSE
 
 #include "functor.hpp"
diff --git a/test/test_nc_f.cpp b/test/test_nc_f.cpp
index 8ea5d7cd2..ffff944c8 100644
--- a/test/test_nc_f.cpp
+++ b/test/test_nc_f.cpp
@@ -7,6 +7,8 @@
 // (See accompanying file LICENSE_1_0.txt
 // or copy at http://www.boost.org/LICENSE_1_0.txt)
 
+#include 
+
 #ifdef _MSC_VER
 #pragma warning (disable:4127 4512)
 #endif
@@ -20,7 +22,9 @@
 
 #include  // for real_concept
 #include  // for chi_squared_distribution
-#include  // for test_main
+#include  // for test_main
+#include 
+#include 
 #include  // for BOOST_CHECK_CLOSE
 
 #include "functor.hpp"
diff --git a/test/test_nc_t.cpp b/test/test_nc_t.cpp
index fd29e5006..af7edff6f 100644
--- a/test/test_nc_t.cpp
+++ b/test/test_nc_t.cpp
@@ -7,6 +7,8 @@
 // (See accompanying file LICENSE_1_0.txt
 // or copy at http://www.boost.org/LICENSE_1_0.txt)
 
+#include 
+
 #ifdef _MSC_VER
 #pragma warning (disable:4127 4512)
 #endif
@@ -20,7 +22,9 @@
 
 #include  // for real_concept
 #include  // for chi_squared_distribution
-#include  // for test_main
+#include  // for test_main
+#include 
+#include 
 #include  // for BOOST_CHECK_CLOSE
 
 #include "functor.hpp"
diff --git a/test/test_negative_binomial.cpp b/test/test_negative_binomial.cpp
index 71471935c..984d169a9 100644
--- a/test/test_negative_binomial.cpp
+++ b/test/test_negative_binomial.cpp
@@ -35,7 +35,7 @@ using boost::math::negative_binomial_distribution;
 #include 
   using boost::math::lgamma;  // log gamma
 
-#include  // for test_main
+#include  // for test_main
 #include  // for BOOST_CHECK_CLOSE
 
 #include 
@@ -197,7 +197,7 @@ void test_spots(RealType)
   RealType tolerance = (std::max)
     (boost::math::tools::epsilon(),
     static_cast(std::numeric_limits::epsilon()));
-  tolerance *= 100 * 1000;
+  tolerance *= 100 * 100000.0f;
 
   cout << "Tolerance = " << tolerance << "%." << endl;
 
diff --git a/test/test_next.cpp b/test/test_next.cpp
index 1427b537a..89d5a19e4 100644
--- a/test/test_next.cpp
+++ b/test/test_next.cpp
@@ -3,8 +3,10 @@
 //  Boost Software License, Version 1.0. (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 
+#include 
+
 #include 
-#include 
+#include 
 #include 
 #include 
 
diff --git a/test/test_normal.cpp b/test/test_normal.cpp
index a4012e071..83516a8b9 100644
--- a/test/test_normal.cpp
+++ b/test/test_normal.cpp
@@ -15,6 +15,8 @@
 // From MathWorld--A Wolfram Web Resource.
 // http://mathworld.wolfram.com/NormalDistribution.html
 
+#include 
+
 #ifdef _MSC_VER
 #pragma warning (disable: 4127) // conditional expression is constant
 // caused by using   if(std::numeric_limits::has_infinity)
@@ -22,7 +24,7 @@
 #endif
 
 #include  // for real_concept
-#include  // Boost.Test
+#include  // Boost.Test
 #include 
 
 #include 
diff --git a/test/test_pareto.cpp b/test/test_pareto.cpp
index 7c80d6cef..9ffaba714 100644
--- a/test/test_pareto.cpp
+++ b/test/test_pareto.cpp
@@ -1,4 +1,4 @@
-// Copyright Paul A. Bristow 2007.
+// Copyright Paul A. Bristow 2007, 2009.
 // Copyright John Maddock 2006.
 // Use, modification and distribution are subject to the
 // Boost Software License, Version 1.0.
@@ -14,13 +14,17 @@
 // From MathWorld--A Wolfram Web Resource.
 // http://mathworld.wolfram.com/paretoDistribution.html
 
+
 #ifdef _MSC_VER
 #  pragma warning(disable: 4127) // conditional expression is constant.
+# pragma warning (disable : 4996) // POSIX name for this item is deprecated
+# pragma warning (disable : 4224) // nonstandard extension used : formal parameter 'arg' was previously defined as a type
+# pragma warning (disable : 4180) // qualifier applied to function type has no meaning; ignored
 #  pragma warning(disable: 4100) // unreferenced formal parameter.
 #endif
 
 #include  // for real_concept
-#include  // Boost.Test
+#include  // Boost.Test
 #include 
 
 #include 
@@ -35,31 +39,31 @@
   using std::numeric_limits;
 
   template 
-  void check_pareto(RealType location, RealType shape, RealType x, RealType p, RealType q, RealType tol)
+  void check_pareto(RealType scale, RealType shape, RealType x, RealType p, RealType q, RealType tol)
   {
     BOOST_CHECK_CLOSE_FRACTION(
       ::boost::math::cdf(
-      pareto_distribution(location, shape),   // distribution.
+      pareto_distribution(scale, shape),   // distribution.
       x),                                            // random variable.
       p,                                             // probability.
       tol);                                          // tolerance eps.
     BOOST_CHECK_CLOSE_FRACTION(
       ::boost::math::cdf(
       complement(
-      pareto_distribution(location, shape),   // distribution.
+      pareto_distribution(scale, shape),   // distribution.
       x)),                                           // random variable.
       q,                                             // probability complement.
       tol);                                          // tolerance eps.
     BOOST_CHECK_CLOSE_FRACTION(
       ::boost::math::quantile(
-      pareto_distribution(location, shape),   // distribution.
+      pareto_distribution(scale, shape),   // distribution.
       p),                                            // probability.
       x,                                             // random variable.
       tol);                                          // tolerance eps.
     BOOST_CHECK_CLOSE_FRACTION(
       ::boost::math::quantile(
       complement(
-      pareto_distribution(location, shape),    // distribution.
+      pareto_distribution(scale, shape),    // distribution.
       q)),                                        // probability complement.
       x,                                             // random variable.
       tol);                                          // tolerance eps.
@@ -71,7 +75,7 @@ void test_spots(RealType)
    // Basic sanity checks.
    //
    // Tolerance are based on units of epsilon, but capped at
-   // double precision, since that's the limit of out test data:
+   // double precision, since that's the limit of our test data:
    //
    RealType tol = (std::max)((RealType)boost::math::tools::epsilon(), boost::math::tools::epsilon());
    RealType tol5eps = tol * 5;
@@ -80,7 +84,7 @@ void test_spots(RealType)
    RealType tol1000eps = tol * 1000;
 
    check_pareto(
-      static_cast(1.1L), // 
+      static_cast(1.1L), //
       static_cast(5.5L),
       static_cast(2.2L),
       static_cast(0.97790291308792L),
@@ -103,7 +107,7 @@ void test_spots(RealType)
       static_cast(0.00197237779302972L),
       tol1000eps);
 
-   // Example from 23.3 page 259 
+   // Example from 23.3 page 259
    check_pareto(
       static_cast(2.30444301457005L),
       static_cast(4),
@@ -134,46 +138,46 @@ void test_spots(RealType)
    // pdf for shapes 1, 2 & 3 (exact)
    BOOST_CHECK_CLOSE_FRACTION(
       pdf(pareto_distribution(1, 1), 1),
-      static_cast(1), // 
+      static_cast(1), //
       tol5eps);
 
     BOOST_CHECK_CLOSE_FRACTION(   pdf(pareto_distribution(1, 2), 1),
-      static_cast(2), // 
+      static_cast(2), //
       tol5eps);
 
      BOOST_CHECK_CLOSE_FRACTION(   pdf(pareto_distribution(1, 3), 1),
-      static_cast(3), // 
+      static_cast(3), //
       tol5eps);
 
    // cdf
-   BOOST_CHECK_EQUAL( // x = location
-      cdf(pareto_distribution(1, 1), 1), 
+   BOOST_CHECK_EQUAL( // x = scale
+      cdf(pareto_distribution(1, 1), 1),
       static_cast(0) );
 
    // Compare with values from StatCalc K. Krishnamoorthy,  ISBN 1-58488-635-8 eq 23.1.3
    BOOST_CHECK_CLOSE_FRACTION( // small x
-      cdf(pareto_distribution(2, 5), static_cast(3.4)), 
+      cdf(pareto_distribution(2, 5), static_cast(3.4)),
       static_cast(0.929570372227626L), tol5eps);
 
    BOOST_CHECK_CLOSE_FRACTION( // small x
-      cdf(pareto_distribution(2, 5), static_cast(3.4)), 
+      cdf(pareto_distribution(2, 5), static_cast(3.4)),
       static_cast(1 - 0.0704296277723743L), tol5eps);
 
    BOOST_CHECK_CLOSE_FRACTION( // small x
-      cdf(complement(pareto_distribution(2, 5), static_cast(3.4))), 
+      cdf(complement(pareto_distribution(2, 5), static_cast(3.4))),
       static_cast(0.0704296277723743L), tol5eps);
 
    // quantile
-   BOOST_CHECK_EQUAL( // x = location
-      quantile(pareto_distribution(1, 1), 0), 
+   BOOST_CHECK_EQUAL( // x = scale
+      quantile(pareto_distribution(1, 1), 0),
       static_cast(1) );
 
-   BOOST_CHECK_EQUAL( // x = location
-      quantile(complement(pareto_distribution(1, 1), 1)), 
+   BOOST_CHECK_EQUAL( // x = scale
+      quantile(complement(pareto_distribution(1, 1), 1)),
       static_cast(1) );
 
    BOOST_CHECK_CLOSE_FRACTION( // small x
-      cdf(complement(pareto_distribution(2, 5), static_cast(3.4))), 
+      cdf(complement(pareto_distribution(2, 5), static_cast(3.4))),
       static_cast(0.0704296277723743L), tol5eps);
 
     using namespace std; // ADL of std names.
@@ -187,8 +191,8 @@ void test_spots(RealType)
        mean(pareto15), static_cast(1.25), tol5eps); // 1.25 == 5/4
     BOOST_CHECK_EQUAL(
        mean(pareto15), static_cast(1.25)); // 1.25 == 5/4 (expect exact so check equal)
- 
-    pareto_distribution p12(1, 2); // 
+
+    pareto_distribution p12(1, 2); //
     BOOST_CHECK_EQUAL(
        mean(p12), static_cast(2)); // Exactly two.
 
@@ -235,22 +239,22 @@ int test_main(int, char* [])
   // Check that can generate pareto distribution using the two convenience methods:
    boost::math::pareto myp1(1., 1); // Using typedef
    pareto_distribution<> myp2(1., 1); // Using default RealType double.
-  boost::math::pareto pareto11; // Use default values (location = 1, shape = 1).
+  boost::math::pareto pareto11; // Use default values (scale = 1, shape = 1).
   // Note NOT pareto11() as the compiler will interpret as a function!
    // Basic sanity-check spot values.
 
-  BOOST_CHECK_EQUAL(pareto11.location(), 1); // Check defaults again.
+  BOOST_CHECK_EQUAL(pareto11.scale(), 1); // Check defaults again.
   BOOST_CHECK_EQUAL(pareto11.shape(), 1);
-  BOOST_CHECK_EQUAL(myp1.location(), 1); 
+  BOOST_CHECK_EQUAL(myp1.scale(), 1);
   BOOST_CHECK_EQUAL(myp1.shape(), 1);
-  BOOST_CHECK_EQUAL(myp2.location(), 1);
+  BOOST_CHECK_EQUAL(myp2.scale(), 1);
   BOOST_CHECK_EQUAL(myp2.shape(), 1);
 
   // Test range and support using double only,
   // because it supports numeric_limits max for pseudo-infinity.
   BOOST_CHECK_EQUAL(range(myp2).first, 0); // range 0 to +infinity
   BOOST_CHECK_EQUAL(range(myp2).second, (numeric_limits::max)());
-  BOOST_CHECK_EQUAL(support(myp2).first, myp2.location()); // support location to + infinity.
+  BOOST_CHECK_EQUAL(support(myp2).first, myp2.scale()); // support scale to + infinity.
   BOOST_CHECK_EQUAL(support(myp2).second, (numeric_limits::max)());
 
   // Check some bad parameters to the distribution.
@@ -279,9 +283,9 @@ int test_main(int, char* [])
   BOOST_CHECK_THROW(cdf(pareto11, +std::numeric_limits::infinity()), std::domain_error); // x = + infinity
   BOOST_CHECK_THROW(cdf(pareto11, -std::numeric_limits::infinity()), std::domain_error); // x = - infinity
 
-  BOOST_CHECK_EQUAL(pdf(pareto11, 0.5), 0); // x < location but > 0
+  BOOST_CHECK_EQUAL(pdf(pareto11, 0.5), 0); // x < scale but > 0
   BOOST_CHECK_EQUAL(pdf(pareto11, (std::numeric_limits::min)()), 0); // x almost zero but > 0
-  BOOST_CHECK_EQUAL(pdf(pareto11, 1), 1); // x == location, result == shape == 1
+  BOOST_CHECK_EQUAL(pdf(pareto11, 1), 1); // x == scale, result == shape == 1
   BOOST_CHECK_EQUAL(pdf(pareto11, +(std::numeric_limits::max)()), 0); // x = +max, pdf has fallen to zero.
 
   BOOST_CHECK_THROW(pdf(pareto11, 0), std::domain_error); // x == 0
@@ -289,13 +293,13 @@ int test_main(int, char* [])
   BOOST_CHECK_THROW(pdf(pareto11, -(std::numeric_limits::max)()), std::domain_error); // x = - max
   BOOST_CHECK_THROW(pdf(pareto11, -(std::numeric_limits::min)()), std::domain_error); // x = - min
 
-  BOOST_CHECK_EQUAL(cdf(pareto11, 1), 0); // x == location, cdf = zero.
+  BOOST_CHECK_EQUAL(cdf(pareto11, 1), 0); // x == scale, cdf = zero.
   BOOST_CHECK_EQUAL(cdf(pareto11, +(std::numeric_limits::max)()), 1); // x = + max, cdf = unity.
 
   BOOST_CHECK_THROW(cdf(pareto11, 0), std::domain_error); // x == 0
   BOOST_CHECK_THROW(cdf(pareto11, -(std::numeric_limits::min)()), std::domain_error); // x = - min,
   BOOST_CHECK_THROW(cdf(pareto11, -(std::numeric_limits::max)()), std::domain_error); // x = - max,
- 
+
    // (Parameter value, arbitrarily zero, only communicates the floating point type).
   test_spots(0.0F); // Test float. OK at decdigits = 0 tol5eps = 0.0001 %
   test_spots(0.0); // Test double. OK at decdigits 7, tol5eps = 1e07 %
diff --git a/test/test_poisson.cpp b/test/test_poisson.cpp
index dfa2c753f..e4114ece0 100644
--- a/test/test_poisson.cpp
+++ b/test/test_poisson.cpp
@@ -23,7 +23,7 @@
 #  pragma warning(disable: 4127) // conditional expression is constant.
 #endif
 
-#include  // Boost.Test
+#include  // Boost.Test
 #include 
 
 #include  // for real_concept
diff --git a/test/test_policy.cpp b/test/test_policy.cpp
index 0a6f8a1ed..c8dc4ca40 100644
--- a/test/test_policy.cpp
+++ b/test/test_policy.cpp
@@ -8,7 +8,8 @@
 
 #include 
 #include 
-#include  // for test_main
+#include  // for test_main
+#include 
 
 template 
 bool check_same(const P1&, const P2&)
diff --git a/test/test_policy_2.cpp b/test/test_policy_2.cpp
index 1eb249b85..b3055a692 100644
--- a/test/test_policy_2.cpp
+++ b/test/test_policy_2.cpp
@@ -8,7 +8,8 @@
 
 #include 
 #include 
-#include  // for test_main
+#include  // for test_main
+#include 
 
 template 
 bool check_same(const P1&, const P2&)
diff --git a/test/test_policy_3.cpp b/test/test_policy_3.cpp
index 9a1a02fa4..e6d3bf39a 100644
--- a/test/test_policy_3.cpp
+++ b/test/test_policy_3.cpp
@@ -8,7 +8,8 @@
 
 #include 
 #include 
-#include  // for test_main
+#include  // for test_main
+#include 
 
 template 
 bool check_same(const P1&, const P2&)
diff --git a/test/test_policy_4.cpp b/test/test_policy_4.cpp
index f2c9add8e..9189ac2bf 100644
--- a/test/test_policy_4.cpp
+++ b/test/test_policy_4.cpp
@@ -8,7 +8,8 @@
 
 #include 
 #include 
-#include  // for test_main
+#include  // for test_main
+#include 
 
 template 
 bool check_same(const P1&, const P2&)
diff --git a/test/test_policy_5.cpp b/test/test_policy_5.cpp
index c7eab84fd..efc328464 100644
--- a/test/test_policy_5.cpp
+++ b/test/test_policy_5.cpp
@@ -8,7 +8,8 @@
 
 #include 
 #include 
-#include  // for test_main
+#include  // for test_main
+#include 
 
 template 
 bool check_same(const P1&, const P2&)
diff --git a/test/test_policy_6.cpp b/test/test_policy_6.cpp
index 93c2af28a..2d0dd79a6 100644
--- a/test/test_policy_6.cpp
+++ b/test/test_policy_6.cpp
@@ -8,7 +8,8 @@
 
 #include 
 #include 
-#include  // for test_main
+#include  // for test_main
+#include 
 
 template 
 bool check_same(const P1&, const P2&)
diff --git a/test/test_policy_7.cpp b/test/test_policy_7.cpp
index a5734a5b4..cdbc8385d 100644
--- a/test/test_policy_7.cpp
+++ b/test/test_policy_7.cpp
@@ -8,7 +8,8 @@
 
 #include 
 #include 
-#include  // for test_main
+#include  // for test_main
+#include 
 
 template 
 bool check_same(const P1&, const P2&)
@@ -35,21 +36,6 @@ int test_main(int, char* [])
    BOOST_CHECK(check_same(make_policy(pole_error()), normalise > >::type()));
    BOOST_CHECK(check_same(make_policy(indeterminate_result_error()), normalise > >::type()));
 
-   BOOST_CHECK(check_same(make_policy(domain_error()), policy >()));
-   BOOST_CHECK(check_same(make_policy(domain_error(), pole_error()), policy, pole_error >()));
-   BOOST_CHECK(check_same(make_policy(domain_error(), pole_error(), overflow_error()), policy, pole_error, overflow_error >()));
-   BOOST_CHECK(check_same(make_policy(domain_error(), pole_error(), overflow_error(), underflow_error()), policy, pole_error, overflow_error, underflow_error >()));
-   BOOST_CHECK(check_same(make_policy(domain_error(), pole_error(), overflow_error(), underflow_error(), denorm_error()), policy, pole_error, overflow_error, underflow_error, denorm_error >()));
-   BOOST_CHECK(check_same(make_policy(domain_error(), pole_error(), overflow_error(), underflow_error(), denorm_error(), evaluation_error()), policy, pole_error, overflow_error, underflow_error, denorm_error, evaluation_error >()));
-   BOOST_CHECK(check_same(make_policy(domain_error(), pole_error(), overflow_error(), underflow_error(), denorm_error(), evaluation_error(), indeterminate_result_error()), policy, pole_error, overflow_error, underflow_error, denorm_error, evaluation_error, indeterminate_result_error >()));
-   BOOST_CHECK(check_same(make_policy(domain_error(), pole_error(), overflow_error(), underflow_error(), denorm_error(), evaluation_error(), indeterminate_result_error(), digits2<10>()), policy, pole_error, overflow_error, underflow_error, denorm_error, evaluation_error, indeterminate_result_error, digits2<10> >()));
-   BOOST_CHECK(check_same(make_policy(domain_error(), pole_error(), overflow_error(), underflow_error(), denorm_error(), evaluation_error(), indeterminate_result_error(), digits10<5>()), policy, pole_error, overflow_error, underflow_error, denorm_error, evaluation_error, indeterminate_result_error, digits2<19> >()));
-   BOOST_CHECK(check_same(make_policy(domain_error(), pole_error(), overflow_error(), underflow_error(), denorm_error(), evaluation_error(), indeterminate_result_error(), digits2<10>(), promote_float()), policy, pole_error, overflow_error, underflow_error, denorm_error, evaluation_error, indeterminate_result_error, digits2<10>, promote_float >()));
-#ifndef BOOST_MATH_NO_LONG_DOUBLE_MATH_FUNCTIONS
-   BOOST_CHECK(check_same(make_policy(domain_error(), pole_error(), overflow_error(), underflow_error(), denorm_error(), evaluation_error(), indeterminate_result_error(), digits2<10>(), promote_float(), promote_double()), policy, pole_error, overflow_error, underflow_error, denorm_error, evaluation_error, indeterminate_result_error, digits2<10>, promote_float, promote_double >()));
-   BOOST_CHECK(check_same(make_policy(domain_error(), pole_error(), overflow_error(), underflow_error(), denorm_error(), evaluation_error(), indeterminate_result_error(), digits2<10>(), promote_float(), promote_double(), discrete_quantile()), policy, pole_error, overflow_error, underflow_error, denorm_error, evaluation_error, indeterminate_result_error, digits2<10>, promote_float, promote_double, discrete_quantile >()));
-#endif
-
    return 0;
 } // int test_main(int, char* [])
 
diff --git a/test/test_policy_8.cpp b/test/test_policy_8.cpp
new file mode 100644
index 000000000..2bc3994e0
--- /dev/null
+++ b/test/test_policy_8.cpp
@@ -0,0 +1,50 @@
+
+// Copyright John Maddock 2007.
+
+// Use, modification and distribution are subject to the
+// Boost Software License, Version 1.0.
+// (See accompanying file LICENSE_1_0.txt
+// or copy at http://www.boost.org/LICENSE_1_0.txt)
+
+#include 
+#include 
+#include  // for test_main
+#include 
+
+template 
+bool check_same(const P1&, const P2&)
+{
+   if(!boost::is_same::value)
+   {
+      std::cout << "P1 = " << typeid(P1).name() << std::endl;
+      std::cout << "P2 = " << typeid(P2).name() << std::endl;
+   }
+   return boost::is_same::value;
+}
+
+
+int test_main(int, char* [])
+{
+   using namespace boost::math::policies;
+   using namespace boost;
+
+   BOOST_CHECK(check_same(make_policy(domain_error()), policy >()));
+   BOOST_CHECK(check_same(make_policy(domain_error(), pole_error()), policy, pole_error >()));
+   BOOST_CHECK(check_same(make_policy(domain_error(), pole_error(), overflow_error()), policy, pole_error, overflow_error >()));
+   BOOST_CHECK(check_same(make_policy(domain_error(), pole_error(), overflow_error(), underflow_error()), policy, pole_error, overflow_error, underflow_error >()));
+   BOOST_CHECK(check_same(make_policy(domain_error(), pole_error(), overflow_error(), underflow_error(), denorm_error()), policy, pole_error, overflow_error, underflow_error, denorm_error >()));
+   BOOST_CHECK(check_same(make_policy(domain_error(), pole_error(), overflow_error(), underflow_error(), denorm_error(), evaluation_error()), policy, pole_error, overflow_error, underflow_error, denorm_error, evaluation_error >()));
+   BOOST_CHECK(check_same(make_policy(domain_error(), pole_error(), overflow_error(), underflow_error(), denorm_error(), evaluation_error(), indeterminate_result_error()), policy, pole_error, overflow_error, underflow_error, denorm_error, evaluation_error, indeterminate_result_error >()));
+   BOOST_CHECK(check_same(make_policy(domain_error(), pole_error(), overflow_error(), underflow_error(), denorm_error(), evaluation_error(), indeterminate_result_error(), digits2<10>()), policy, pole_error, overflow_error, underflow_error, denorm_error, evaluation_error, indeterminate_result_error, digits2<10> >()));
+   BOOST_CHECK(check_same(make_policy(domain_error(), pole_error(), overflow_error(), underflow_error(), denorm_error(), evaluation_error(), indeterminate_result_error(), digits10<5>()), policy, pole_error, overflow_error, underflow_error, denorm_error, evaluation_error, indeterminate_result_error, digits2<19> >()));
+   BOOST_CHECK(check_same(make_policy(domain_error(), pole_error(), overflow_error(), underflow_error(), denorm_error(), evaluation_error(), indeterminate_result_error(), digits2<10>(), promote_float()), policy, pole_error, overflow_error, underflow_error, denorm_error, evaluation_error, indeterminate_result_error, digits2<10>, promote_float >()));
+#ifndef BOOST_MATH_NO_LONG_DOUBLE_MATH_FUNCTIONS
+   BOOST_CHECK(check_same(make_policy(domain_error(), pole_error(), overflow_error(), underflow_error(), denorm_error(), evaluation_error(), indeterminate_result_error(), digits2<10>(), promote_float(), promote_double()), policy, pole_error, overflow_error, underflow_error, denorm_error, evaluation_error, indeterminate_result_error, digits2<10>, promote_float, promote_double >()));
+   BOOST_CHECK(check_same(make_policy(domain_error(), pole_error(), overflow_error(), underflow_error(), denorm_error(), evaluation_error(), indeterminate_result_error(), digits2<10>(), promote_float(), promote_double(), discrete_quantile()), policy, pole_error, overflow_error, underflow_error, denorm_error, evaluation_error, indeterminate_result_error, digits2<10>, promote_float, promote_double, discrete_quantile >()));
+#endif
+
+   return 0;
+} // int test_main(int, char* [])
+
+
+
diff --git a/test/test_policy_sf.cpp b/test/test_policy_sf.cpp
index e300cfa40..a54d9b0af 100644
--- a/test/test_policy_sf.cpp
+++ b/test/test_policy_sf.cpp
@@ -3,7 +3,7 @@
 //  Boost Software License, Version 1.0. (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 
-#include 
+#include 
 #include 
 #include 
 
diff --git a/test/test_rationals.cpp b/test/test_rationals.cpp
index ac53caee1..8a4a4ac59 100644
--- a/test/test_rationals.cpp
+++ b/test/test_rationals.cpp
@@ -4,7 +4,7 @@
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 
 #include 
-#include 
+#include 
 #include 
 #include 
 #include 
diff --git a/test/test_rayleigh.cpp b/test/test_rayleigh.cpp
index be876ad24..e9b675a37 100644
--- a/test/test_rayleigh.cpp
+++ b/test/test_rayleigh.cpp
@@ -16,7 +16,7 @@
 #include 
     using boost::math::rayleigh_distribution;
 
-#include  // Boost.Test
+#include  // Boost.Test
 #include 
 
 #include 
diff --git a/test/test_remez.cpp b/test/test_remez.cpp
index 661217ccd..e80dfb899 100644
--- a/test/test_remez.cpp
+++ b/test/test_remez.cpp
@@ -4,14 +4,17 @@
 //  Boost Software License, Version 1.0. (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 
+#include 
+
 #ifdef _MSC_VER
 #  pragma warning(disable : 4267) // conversion from 'size_t' to 'const unsigned int', possible loss of data
 #  pragma warning(disable : 4180) // qualifier applied to function type has no meaning; ignored
 #  pragma warning(disable : 4224) // nonstandard extension used : formal parameter 'function_ptr' was previously defined as a type
+#  pragma warning(disable : 4100) // unreferenced formal parameter (in ublas/functional)
 #endif
 
 #include 
-#include 
+#include 
 #include 
 #include 
 
diff --git a/test/test_roots.cpp b/test/test_roots.cpp
index 2ac488e5a..a4c2161f9 100644
--- a/test/test_roots.cpp
+++ b/test/test_roots.cpp
@@ -3,11 +3,15 @@
 //  Boost Software License, Version 1.0. (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 
-#include 
+#include 
+
+#include 
 #include 
 #include 
 #include 
 #include 
+#include 
+#include 
 #include 
 
 #define BOOST_CHECK_CLOSE_EX(a, b, prec, i) \
diff --git a/test/test_round.cpp b/test/test_round.cpp
index e3c71fcc2..b8f742fe5 100644
--- a/test/test_round.cpp
+++ b/test/test_round.cpp
@@ -3,8 +3,10 @@
 //  Boost Software License, Version 1.0. (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 
+#include 
+
 #include 
-#include 
+#include 
 #include 
 #include 
 #include 
@@ -18,7 +20,7 @@ template 
 T get_random()
 {
    //
-   // Fill all the bits in T with random values, 
+   // Fill all the bits in T with random values,
    // likewise set the exponent to a random value
    // that will still fit inside a T, and always
    // have a remainder as well as an integer part.
@@ -106,7 +108,7 @@ void check_modf_result(T a, T fract, U ipart)
 }
 
 template 
-void test_round(T, const char* name)
+void test_round(T, const char* /* name */)
 {
    BOOST_MATH_STD_USING
 
@@ -129,7 +131,7 @@ void test_round(T, const char* name)
          r = boost::math::modf(arg, &i);
          check_modf_result(arg, r, i);
       }
-      
+
       if(abs(r) < (std::numeric_limits::max)())
       {
          long l = boost::math::lround(arg);
diff --git a/test/test_sign.cpp b/test/test_sign.cpp
new file mode 100644
index 000000000..860742359
--- /dev/null
+++ b/test/test_sign.cpp
@@ -0,0 +1,99 @@
+// Copyright John Maddock 2008
+
+// Use, modification and distribution are subject to the
+// Boost Software License, Version 1.0.
+// (See accompanying file LICENSE_1_0.txt
+// or copy at http://www.boost.org/LICENSE_1_0.txt)
+
+#include  // for real_concept
+#include 
+
+#include  // Boost.Test
+#include 
+#include 
+#include 
+
+#include 
+   using std::cout;
+   using std::endl;
+   using std::setprecision;
+
+template 
+void test_spots(RealType /*T*/, const char* type_name)
+{
+   // Basic sanity checks.
+   RealType a = 0;
+   RealType b = 1;
+   RealType c = -1;
+   BOOST_CHECK_EQUAL((boost::math::signbit)(a), 0);
+   BOOST_CHECK_EQUAL((boost::math::sign)(a), 0);
+   BOOST_CHECK_EQUAL((boost::math::copysign)(b, a), RealType(1));
+   BOOST_CHECK_EQUAL((boost::math::copysign)(c, a), RealType(1));
+   a = 1;
+   BOOST_CHECK_EQUAL((boost::math::signbit)(a), 0);
+   BOOST_CHECK_EQUAL((boost::math::sign)(a), 1);
+   BOOST_CHECK_EQUAL((boost::math::copysign)(b, a), RealType(1));
+   BOOST_CHECK_EQUAL((boost::math::copysign)(c, a), RealType(1));
+   a = -1;
+   BOOST_CHECK((boost::math::signbit)(a) != 0);
+   BOOST_CHECK_EQUAL((boost::math::sign)(a), -1);
+   BOOST_CHECK_EQUAL((boost::math::copysign)(b, a), RealType(-1));
+   BOOST_CHECK_EQUAL((boost::math::copysign)(c, a), RealType(-1));
+   a = boost::math::tools::max_value();
+   BOOST_CHECK_EQUAL((boost::math::signbit)(a), 0);
+   BOOST_CHECK_EQUAL((boost::math::sign)(a), 1);
+   BOOST_CHECK_EQUAL((boost::math::copysign)(b, a), RealType(1));
+   BOOST_CHECK_EQUAL((boost::math::copysign)(c, a), RealType(1));
+   a = -boost::math::tools::max_value();
+   BOOST_CHECK((boost::math::signbit)(a) != 0);
+   BOOST_CHECK_EQUAL((boost::math::sign)(a), -1);
+   BOOST_CHECK_EQUAL((boost::math::copysign)(b, a), RealType(-1));
+   BOOST_CHECK_EQUAL((boost::math::copysign)(c, a), RealType(-1));
+   if(std::numeric_limits::has_infinity)
+   {
+      a = std::numeric_limits::infinity();
+      BOOST_CHECK_EQUAL((boost::math::signbit)(a), 0);
+      BOOST_CHECK_EQUAL((boost::math::sign)(a), 1);
+      BOOST_CHECK_EQUAL((boost::math::copysign)(b, a), RealType(1));
+      BOOST_CHECK_EQUAL((boost::math::copysign)(c, a), RealType(1));
+      a = -std::numeric_limits::infinity();
+      BOOST_CHECK((boost::math::signbit)(a) != 0);
+      BOOST_CHECK_EQUAL((boost::math::sign)(a), -1);
+      BOOST_CHECK_EQUAL((boost::math::copysign)(b, a), RealType(-1));
+      BOOST_CHECK_EQUAL((boost::math::copysign)(c, a), RealType(-1));
+   }
+   if(std::numeric_limits::has_quiet_NaN)
+   {
+      a = std::numeric_limits::quiet_NaN();
+      BOOST_CHECK_EQUAL((boost::math::signbit)(a), 0);
+      BOOST_CHECK_EQUAL((boost::math::sign)(a), 1);
+      BOOST_CHECK_EQUAL((boost::math::copysign)(b, a), RealType(1));
+      BOOST_CHECK_EQUAL((boost::math::copysign)(c, a), RealType(1));
+      a = -std::numeric_limits::quiet_NaN();
+      BOOST_CHECK((boost::math::signbit)(a) != 0);
+      BOOST_CHECK_EQUAL((boost::math::sign)(a), -1);
+      BOOST_CHECK_EQUAL((boost::math::copysign)(b, a), RealType(-1));
+      BOOST_CHECK_EQUAL((boost::math::copysign)(c, a), RealType(-1));
+   }
+}
+
+
+int test_main(int, char* [])
+{
+   // Basic sanity-check spot values.
+   // (Parameter value, arbitrarily zero, only communicates the floating point type).
+   test_spots(0.0F, "float"); // Test float. OK at decdigits = 0 tolerance = 0.0001 %
+   test_spots(0.0, "double"); // Test double. OK at decdigits 7, tolerance = 1e07 %
+#ifndef BOOST_MATH_NO_LONG_DOUBLE_MATH_FUNCTIONS
+   test_spots(0.0L, "long double"); // Test long double.
+   test_spots(boost::math::concepts::real_concept(0), "real_concept"); // Test real_concept.
+#else
+   std::cout << "The long double tests have been disabled on this platform "
+      "either because the long double overloads of the usual math functions are "
+      "not available at all, or because they are too inaccurate for these tests "
+      "to pass." << std::cout;
+#endif
+
+   return 0;
+} // int test_main(int, char* [])
+
diff --git a/test/test_spherical_harmonic.cpp b/test/test_spherical_harmonic.cpp
index 3b68be35c..284dc2fec 100644
--- a/test/test_spherical_harmonic.cpp
+++ b/test/test_spherical_harmonic.cpp
@@ -3,8 +3,10 @@
 //  Boost Software License, Version 1.0. (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 
+#include 
+
 #include 
-#include 
+#include 
 #include 
 #include 
 #include 
diff --git a/test/test_students_t.cpp b/test/test_students_t.cpp
index 1f9db1dde..c6bf8b94a 100644
--- a/test/test_students_t.cpp
+++ b/test/test_students_t.cpp
@@ -14,7 +14,7 @@
 // Basic sanity test for Student's t probability (quantile) (0. < p < 1).
 // and Student's t probability Quantile (0. < p < 1).
 
-#include  // Boost.Test
+#include  // Boost.Test
 #include 
 
 #include  // for real_concept
@@ -54,7 +54,8 @@ template 
 void test_spots(RealType)
 {
   // Basic sanity checks
-   RealType tolerance = 1e-4; // 1e-6 (as %)
+
+   RealType tolerance = static_cast(1e-4); // 1e-6 (as %)
    // Some tests only pass at 1e-5 because probability value is less accurate,
    // a digit in 6th decimal place, although calculated using
    // a t-distribution generator (claimed 6 decimal digits) at
diff --git a/test/test_tgamma_ratio.cpp b/test/test_tgamma_ratio.cpp
index 4652cdd18..a2b93617c 100644
--- a/test/test_tgamma_ratio.cpp
+++ b/test/test_tgamma_ratio.cpp
@@ -3,10 +3,12 @@
 //  Boost Software License, Version 1.0. (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 
+#include 
+
 #define BOOST_MATH_OVERFLOW_ERROR_POLICY ignore_error
 
 #include 
-#include 
+#include 
 #include 
 #include 
 #include 
diff --git a/test/test_toms748_solve.cpp b/test/test_toms748_solve.cpp
index d926a6085..5dc249d15 100644
--- a/test/test_toms748_solve.cpp
+++ b/test/test_toms748_solve.cpp
@@ -3,7 +3,9 @@
 //  Boost Software License, Version 1.0. (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 
-#include 
+#include 
+
+#include 
 #include 
 
 #include 
diff --git a/test/test_tr1.cpp b/test/test_tr1.cpp
index e609f4b8a..801f92d88 100644
--- a/test/test_tr1.cpp
+++ b/test/test_tr1.cpp
@@ -3,7 +3,7 @@
 //  Boost Software License, Version 1.0. (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 
-#include 
+#include 
 #include 
 #include 
 #include   // ldexpf
@@ -16,6 +16,11 @@ namespace tr1 = std::tr1;
 namespace tr1 = boost::math::tr1;
 #endif
 
+#ifdef _MSC_VER
+#  pragma warning (disable : 4100) // unreferenced formal parameter
+// Can't just comment parameter out because reference or not depends on macro define.
+#endif
+
 void test_values(float, const char* name)
 {
    std::cout << "Testing type " << name << std::endl;
diff --git a/test/test_triangular.cpp b/test/test_triangular.cpp
index 789e2f8a3..c9e0073ec 100644
--- a/test/test_triangular.cpp
+++ b/test/test_triangular.cpp
@@ -8,13 +8,15 @@
 
 // test_triangular.cpp
 
+#include 
+
 #ifdef _MSC_VER
 #  pragma warning(disable: 4127) // conditional expression is constant.
 #  pragma warning(disable: 4305) // truncation from 'long double' to 'float'
 #endif
 
 #include  // for real_concept
-#include  // Boost.Test
+#include  // Boost.Test
 #include 
 
 #include 
diff --git a/test/test_uniform.cpp b/test/test_uniform.cpp
index 274f55d3d..b70cc9a58 100644
--- a/test/test_uniform.cpp
+++ b/test/test_uniform.cpp
@@ -8,13 +8,15 @@
 
 // test_uniform.cpp
 
+#include 
+
 #ifdef _MSC_VER
 #  pragma warning(disable: 4127) // conditional expression is constant.
 #  pragma warning(disable: 4100) // unreferenced formal parameter.
 #endif
 
 #include  // for real_concept
-#include  // Boost.Test
+#include  // Boost.Test
 #include 
 
 #include 
diff --git a/test/test_weibull.cpp b/test/test_weibull.cpp
index 32c049219..a4e6d28b0 100644
--- a/test/test_weibull.cpp
+++ b/test/test_weibull.cpp
@@ -9,7 +9,7 @@
 // test_weibull.cpp
 
 #include  // for real_concept
-#include  // Boost.Test
+#include  // Boost.Test
 #include 
 
 #include 
diff --git a/test/test_zeta.cpp b/test/test_zeta.cpp
index 313610659..0adaef1f2 100644
--- a/test/test_zeta.cpp
+++ b/test/test_zeta.cpp
@@ -3,9 +3,11 @@
 //  Boost Software License, Version 1.0. (See accompanying file
 //  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
 
+#include 
+
 #include 
 #include 
-#include 
+#include 
 #include 
 #include 
 #include 
diff --git a/tools/hypergeometric_dist_data.cpp b/tools/hypergeometric_dist_data.cpp
new file mode 100644
index 000000000..03718bbdf
--- /dev/null
+++ b/tools/hypergeometric_dist_data.cpp
@@ -0,0 +1,100 @@
+//  (C) Copyright John Maddock 2009.
+//  Use, modification and distribution are subject to the
+//  Boost Software License, Version 1.0. (See accompanying file
+//  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
+
+//#define BOOST_MATH_INSTRUMENT
+
+#include 
+#include 
+#include 
+#include 
+#include 
+#include 
+#include 
+#include 
+#include 
+
+#include 
+
+using namespace boost::math::tools;
+
+std::tr1::mt19937 rnd;
+
+struct hypergeometric_generator
+{
+   std::tr1::tuple<
+      boost::math::ntl::RR, 
+      boost::math::ntl::RR, 
+      boost::math::ntl::RR, 
+      boost::math::ntl::RR, 
+      boost::math::ntl::RR,
+      boost::math::ntl::RR,
+      boost::math::ntl::RR> operator()(boost::math::ntl::RR rN, boost::math::ntl::RR rr, boost::math::ntl::RR rn)
+   {
+      using namespace std;
+      using namespace boost;
+      using namespace boost::math;
+
+      if((rr > rN) || (rr < rn))
+         throw std::domain_error("");
+
+      try{
+         int N = itrunc(rN);
+         int r = itrunc(rr);
+         int n = itrunc(rn);
+         uniform_int<> ui((std::max)(0, n + r - N), (std::min)(n, r));
+         int k = ui(rnd);
+
+         hypergeometric_distribution d(r, n, N);
+
+         ntl::RR p = pdf(d, k);
+         if((p == 1) || (p == 0))
+         {
+            // trivial case, don't clutter up our table with it:
+            throw std::domain_error("");
+         }
+         ntl::RR c = cdf(d, k);
+         ntl::RR cc = cdf(complement(d, k));
+
+         std::cout << "N = " << N << " r = " << r << " n = " << n << " PDF = " << p << " CDF = " << c << " CCDF = " << cc << std::endl;
+
+         return tr1::make_tuple(r, n, N, k, p, c, cc);
+      }
+      catch(const std::exception& e)
+      {
+         std::cout << e.what() << std::endl;
+         throw std::domain_error("");
+      }
+   }
+};
+
+int test_main(int argc, char*argv [])
+{
+   boost::math::ntl::RR::SetPrecision(1000);
+   boost::math::ntl::RR::SetOutputPrecision(100);
+
+   std::string line;
+   parameter_info arg1, arg2, arg3;
+   test_data data;
+
+   std::cout << "Welcome.\n"
+      "This program will generate spot tests hypergeoemtric distribution:\n";
+
+   arg1 = make_power_param(boost::math::ntl::RR(0), 1, 21);
+   arg2 = make_power_param(boost::math::ntl::RR(0), 1, 21);
+   arg3 = make_power_param(boost::math::ntl::RR(0), 1, 21);
+
+   arg1.type |= dummy_param;
+   arg2.type |= dummy_param;
+   arg3.type |= dummy_param;
+
+   data.insert(hypergeometric_generator(), arg1, arg2, arg3);
+
+   line = "hypergeometric_dist_data2.ipp";
+   std::ofstream ofs(line.c_str());
+   write_code(ofs, data, "hypergeometric_dist_data2");
+   
+   return 0;
+}
+
diff --git a/tools/ntl_rr_digamma.hpp b/tools/ntl_rr_digamma.hpp
deleted file mode 100644
index faf859210..000000000
--- a/tools/ntl_rr_digamma.hpp
+++ /dev/null
@@ -1,292 +0,0 @@
-//  (C) Copyright John Maddock 2006.
-//  Use, modification and distribution are subject to the
-//  Boost Software License, Version 1.0. (See accompanying file
-//  LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
-
-#ifndef BOOST_MATH_NTL_DIGAMMA
-#define BOOST_MATH_NTL_DIGAMMA
-
-#include 
-#include 
-#include 
-#include 
-
-namespace boost{ namespace math{
-
-boost::math::ntl::RR digamma_imp(boost::math::ntl::RR x)
-{
-      static const boost::math::ntl::RR P[61] = {
-         boost::lexical_cast("0.6660133691143982067148122682345055274952e81"),
-         boost::lexical_cast("0.6365271516829242456324234577164675383137e81"),
-         boost::lexical_cast("0.2991038873096202943405966144203628966976e81"),
-         boost::lexical_cast("0.9211116495503170498076013367421231351115e80"),
-         boost::lexical_cast("0.2090792764676090716286400360584443891749e80"),
-         boost::lexical_cast("0.3730037777359591428226035156377978092809e79"),
-         boost::lexical_cast("0.5446396536956682043376492370432031543834e78"),
-         boost::lexical_cast("0.6692523966335177847425047827449069256345e77"),
-         boost::lexical_cast("0.7062543624100864681625612653756619116848e76"),
-         boost::lexical_cast("0.6499914905966283735005256964443226879158e75"),
-         boost::lexical_cast("0.5280364564853225211197557708655426736091e74"),
-         boost::lexical_cast("0.3823205608981176913075543599005095206953e73"),
-         boost::lexical_cast("0.2486733714214237704739129972671154532415e72"),
-         boost::lexical_cast("0.1462562139602039577983434547171318011675e71"),
-         boost::lexical_cast("0.7821169065036815012381267259559910324285e69"),
-         boost::lexical_cast("0.3820552182348155468636157988764435365078e68"),
-         boost::lexical_cast("0.1711618296983598244658239925535632505062e67"),
-         boost::lexical_cast("0.7056661618357643731419080738521475204245e65"),
-         boost::lexical_cast("0.2685246896473614017356264531791459936036e64"),
-         boost::lexical_cast("0.9455168125599643085283071944864977592391e62"),
-         boost::lexical_cast("0.3087541626972538362237309145177486236219e61"),
-         boost::lexical_cast("0.9367928873352980208052601301625005737407e59"),
-         boost::lexical_cast("0.2645306130689794942883818547314327466007e58"),
-         boost::lexical_cast("0.6961815141171454309161007351079576190079e56"),
-         boost::lexical_cast("0.1709637824471794552313802669803885946843e55"),
-         boost::lexical_cast("0.3921553258481531526663112728778759311158e53"),
-         boost::lexical_cast("0.8409006354449988687714450897575728228696e51"),
-         boost::lexical_cast("0.1686755204461325935742097669030363344927e50"),
-         boost::lexical_cast("0.3166653542877070999007425197729038754254e48"),
-         boost::lexical_cast("0.5566029092358215049069560272835654229637e46"),
-         boost::lexical_cast("0.9161766287916328133080586672953875116242e44"),
-         boost::lexical_cast("1412317772330871298317974693514430627922000"),
-         boost::lexical_cast("20387991986727877473732570146112459874790"),
-         boost::lexical_cast("275557928713904105182512535678580359839.3"),
-         boost::lexical_cast("3485719851040516559072031256589598330.723"),
-         boost::lexical_cast("41247046743564028399938106707656877.40859"),
-         boost::lexical_cast("456274078125709314602601667471879.0147312"),
-         boost::lexical_cast("4714450683242899367025707077155.310613012"),
-         boost::lexical_cast("45453933537925041680009544258.75073849996"),
-         boost::lexical_cast("408437900487067278846361972.302331241052"),
-         boost::lexical_cast("3415719344386166273085838.705771571751035"),
-         boost::lexical_cast("26541502879185876562320.93134691487351145"),
-         boost::lexical_cast("191261415065918713661.1571433274648417668"),
-         boost::lexical_cast("1275349770108718421.645275944284937551702"),
-         boost::lexical_cast("7849171120971773.318910987434906905704272"),
-         boost::lexical_cast("44455946386549.80866460312682983576538056"),
-         boost::lexical_cast("230920362395.3198137186361608905136598046"),
-         boost::lexical_cast("1095700096.240863858624279930600654130254"),
-         boost::lexical_cast("4727085.467506050153744334085516289728134"),
-         boost::lexical_cast("18440.75118859447173303252421991479005424"),
-         boost::lexical_cast("64.62515887799460295677071749181651317052"),
-         boost::lexical_cast("0.201851568864688406206528472883512147547"),
-         boost::lexical_cast("0.0005565091674187978029138500039504078098143"),
-         boost::lexical_cast("0.1338097668312907986354698683493366559613e-5"),
-         boost::lexical_cast("0.276308225077464312820179030238305271638e-8"),
-         boost::lexical_cast("0.4801582970473168520375942100071070575043e-11"),
-         boost::lexical_cast("0.6829184144212920949740376186058541800175e-14"),
-         boost::lexical_cast("0.7634080076358511276617829524639455399182e-17"),
-         boost::lexical_cast("0.6290035083727140966418512608156646142409e-20"),
-         boost::lexical_cast("0.339652245667538733044036638506893821352e-23"),
-         boost::lexical_cast("0.9017518064256388530773585529891677854909e-27")
-      };
-      static const boost::math::ntl::RR Q[61] = {
-         boost::lexical_cast("0"),
-         boost::lexical_cast("0.1386831185456898357379390197203894063459e81"),
-         boost::lexical_cast("0.6467076379487574703291056110838151259438e81"),
-         boost::lexical_cast("0.1394967823848615838336194279565285465161e82"),
-         boost::lexical_cast("0.1872927317344192945218570366455046340458e82"),
-         boost::lexical_cast("0.1772461045338946243584650759986310355937e82"),
-         boost::lexical_cast("0.1267294892200258648315971144069595555118e82"),
-         boost::lexical_cast("0.7157764838362416821508872117623058626589e81"),
-         boost::lexical_cast("0.329447266909948668265277828268378274513e81"),
-         boost::lexical_cast("0.1264376077317689779509250183194342571207e81"),
-         boost::lexical_cast("0.4118230304191980787640446056583623228873e80"),
-         boost::lexical_cast("0.1154393529762694616405952270558316515261e80"),
-         boost::lexical_cast("0.281655612889423906125295485693696744275e79"),
-         boost::lexical_cast("0.6037483524928743102724159846414025482077e78"),
-         boost::lexical_cast("0.1145927995397835468123576831800276999614e78"),
-         boost::lexical_cast("0.1938624296151985600348534009382865995154e77"),
-         boost::lexical_cast("0.293980925856227626211879961219188406675e76"),
-         boost::lexical_cast("0.4015574518216966910319562902099567437832e75"),
-         boost::lexical_cast("0.4961475457509727343545565970423431880907e74"),
-         boost::lexical_cast("0.5565482348278933960215521991000378896338e73"),
-         boost::lexical_cast("0.5686112924615820754631098622770303094938e72"),
-         boost::lexical_cast("0.5305988545844796293285410303747469932856e71"),
-         boost::lexical_cast("0.4533363413802585060568537458067343491358e70"),
-         boost::lexical_cast("0.3553932059473516064068322757331575565718e69"),
-         boost::lexical_cast("0.2561198565218704414618802902533972354203e68"),
-         boost::lexical_cast("0.1699519313292900324098102065697454295572e67"),
-         boost::lexical_cast("0.1039830160862334505389615281373574959236e66"),
-         boost::lexical_cast("0.5873082967977428281000961954715372504986e64"),
-         boost::lexical_cast("0.3065255179030575882202133042549783442446e63"),
-         boost::lexical_cast("0.1479494813481364701208655943688307245459e62"),
-         boost::lexical_cast("0.6608150467921598615495180659808895663164e60"),
-         boost::lexical_cast("0.2732535313770902021791888953487787496976e59"),
-         boost::lexical_cast("0.1046402297662493314531194338414508049069e58"),
-         boost::lexical_cast("0.3711375077192882936085049147920021549622e56"),
-         boost::lexical_cast("0.1219154482883895482637944309702972234576e55"),
-         boost::lexical_cast("0.3708359374149458741391374452286837880162e53"),
-         boost::lexical_cast("0.1044095509971707189716913168889769471468e52"),
-         boost::lexical_cast("0.271951506225063286130946773813524945052e50"),
-         boost::lexical_cast("0.6548016291215163843464133978454065823866e48"),
-         boost::lexical_cast("0.1456062447610542135403751730809295219344e47"),
-         boost::lexical_cast("0.2986690175077969760978388356833006028929e45"),
-         boost::lexical_cast("5643149706574013350061247429006443326844000"),
-         boost::lexical_cast("98047545414467090421964387960743688053480"),
-         boost::lexical_cast("1563378767746846395507385099301468978550"),
-         boost::lexical_cast("22823360528584500077862274918382796495"),
-         boost::lexical_cast("304215527004115213046601295970388750"),
-         boost::lexical_cast("3690289075895685793844344966820325"),
-         boost::lexical_cast("40584512015702371433911456606050"),
-         boost::lexical_cast("402834190897282802772754873905"),
-         boost::lexical_cast("3589522158493606918146495750"),
-         boost::lexical_cast("28530557707503483723634725"),
-         boost::lexical_cast("200714561335055753000730"),
-         boost::lexical_cast("1237953783437761888641"),
-         boost::lexical_cast("6614698701445762950"),
-         boost::lexical_cast("30155495647727505"),
-         boost::lexical_cast("114953256021450"),
-         boost::lexical_cast("356398020013"),
-         boost::lexical_cast("863113950"),
-         boost::lexical_cast("1531345"),
-         boost::lexical_cast("1770"),
-         boost::lexical_cast("1")
-      };
-      static const boost::math::ntl::RR PD[60] = {
-         boost::lexical_cast("0.6365271516829242456324234577164675383137e81"),
-         2*boost::lexical_cast("0.2991038873096202943405966144203628966976e81"),
-         3*boost::lexical_cast("0.9211116495503170498076013367421231351115e80"),
-         4*boost::lexical_cast("0.2090792764676090716286400360584443891749e80"),
-         5*boost::lexical_cast("0.3730037777359591428226035156377978092809e79"),
-         6*boost::lexical_cast("0.5446396536956682043376492370432031543834e78"),
-         7*boost::lexical_cast("0.6692523966335177847425047827449069256345e77"),
-         8*boost::lexical_cast("0.7062543624100864681625612653756619116848e76"),
-         9*boost::lexical_cast("0.6499914905966283735005256964443226879158e75"),
-         10*boost::lexical_cast("0.5280364564853225211197557708655426736091e74"),
-         11*boost::lexical_cast("0.3823205608981176913075543599005095206953e73"),
-         12*boost::lexical_cast("0.2486733714214237704739129972671154532415e72"),
-         13*boost::lexical_cast("0.1462562139602039577983434547171318011675e71"),
-         14*boost::lexical_cast("0.7821169065036815012381267259559910324285e69"),
-         15*boost::lexical_cast("0.3820552182348155468636157988764435365078e68"),
-         16*boost::lexical_cast("0.1711618296983598244658239925535632505062e67"),
-         17*boost::lexical_cast("0.7056661618357643731419080738521475204245e65"),
-         18*boost::lexical_cast("0.2685246896473614017356264531791459936036e64"),
-         19*boost::lexical_cast("0.9455168125599643085283071944864977592391e62"),
-         20*boost::lexical_cast("0.3087541626972538362237309145177486236219e61"),
-         21*boost::lexical_cast("0.9367928873352980208052601301625005737407e59"),
-         22*boost::lexical_cast("0.2645306130689794942883818547314327466007e58"),
-         23*boost::lexical_cast("0.6961815141171454309161007351079576190079e56"),
-         24*boost::lexical_cast("0.1709637824471794552313802669803885946843e55"),
-         25*boost::lexical_cast("0.3921553258481531526663112728778759311158e53"),
-         26*boost::lexical_cast("0.8409006354449988687714450897575728228696e51"),
-         27*boost::lexical_cast("0.1686755204461325935742097669030363344927e50"),
-         28*boost::lexical_cast("0.3166653542877070999007425197729038754254e48"),
-         29*boost::lexical_cast("0.5566029092358215049069560272835654229637e46"),
-         30*boost::lexical_cast("0.9161766287916328133080586672953875116242e44"),
-         31*boost::lexical_cast("1412317772330871298317974693514430627922000"),
-         32*boost::lexical_cast("20387991986727877473732570146112459874790"),
-         33*boost::lexical_cast("275557928713904105182512535678580359839.3"),
-         34*boost::lexical_cast("3485719851040516559072031256589598330.723"),
-         35*boost::lexical_cast("41247046743564028399938106707656877.40859"),
-         36*boost::lexical_cast("456274078125709314602601667471879.0147312"),
-         37*boost::lexical_cast("4714450683242899367025707077155.310613012"),
-         38*boost::lexical_cast("45453933537925041680009544258.75073849996"),
-         39*boost::lexical_cast("408437900487067278846361972.302331241052"),
-         40*boost::lexical_cast("3415719344386166273085838.705771571751035"),
-         41*boost::lexical_cast("26541502879185876562320.93134691487351145"),
-         42*boost::lexical_cast("191261415065918713661.1571433274648417668"),
-         43*boost::lexical_cast("1275349770108718421.645275944284937551702"),
-         44*boost::lexical_cast("7849171120971773.318910987434906905704272"),
-         45*boost::lexical_cast("44455946386549.80866460312682983576538056"),
-         46*boost::lexical_cast("230920362395.3198137186361608905136598046"),
-         47*boost::lexical_cast("1095700096.240863858624279930600654130254"),
-         48*boost::lexical_cast("4727085.467506050153744334085516289728134"),
-         49*boost::lexical_cast("18440.75118859447173303252421991479005424"),
-         50*boost::lexical_cast("64.62515887799460295677071749181651317052"),
-         51*boost::lexical_cast("0.201851568864688406206528472883512147547"),
-         52*boost::lexical_cast("0.0005565091674187978029138500039504078098143"),
-         53*boost::lexical_cast("0.1338097668312907986354698683493366559613e-5"),
-         54*boost::lexical_cast("0.276308225077464312820179030238305271638e-8"),
-         55*boost::lexical_cast("0.4801582970473168520375942100071070575043e-11"),
-         56*boost::lexical_cast("0.6829184144212920949740376186058541800175e-14"),
-         57*boost::lexical_cast("0.7634080076358511276617829524639455399182e-17"),
-         58*boost::lexical_cast("0.6290035083727140966418512608156646142409e-20"),
-         59*boost::lexical_cast("0.339652245667538733044036638506893821352e-23"),
-         60*boost::lexical_cast("0.9017518064256388530773585529891677854909e-27")
-      };
-      static const boost::math::ntl::RR QD[60] = {
-         boost::lexical_cast("0.1386831185456898357379390197203894063459e81"),
-         2*boost::lexical_cast("0.6467076379487574703291056110838151259438e81"),
-         3*boost::lexical_cast("0.1394967823848615838336194279565285465161e82"),
-         4*boost::lexical_cast("0.1872927317344192945218570366455046340458e82"),
-         5*boost::lexical_cast("0.1772461045338946243584650759986310355937e82"),
-         6*boost::lexical_cast("0.1267294892200258648315971144069595555118e82"),
-         7*boost::lexical_cast("0.7157764838362416821508872117623058626589e81"),
-         8*boost::lexical_cast("0.329447266909948668265277828268378274513e81"),
-         9*boost::lexical_cast("0.1264376077317689779509250183194342571207e81"),
-         10*boost::lexical_cast("0.4118230304191980787640446056583623228873e80"),
-         11*boost::lexical_cast("0.1154393529762694616405952270558316515261e80"),
-         12*boost::lexical_cast("0.281655612889423906125295485693696744275e79"),
-         13*boost::lexical_cast("0.6037483524928743102724159846414025482077e78"),
-         14*boost::lexical_cast("0.1145927995397835468123576831800276999614e78"),
-         15*boost::lexical_cast("0.1938624296151985600348534009382865995154e77"),
-         16*boost::lexical_cast("0.293980925856227626211879961219188406675e76"),
-         17*boost::lexical_cast("0.4015574518216966910319562902099567437832e75"),
-         18*boost::lexical_cast("0.4961475457509727343545565970423431880907e74"),
-         19*boost::lexical_cast("0.5565482348278933960215521991000378896338e73"),
-         20*boost::lexical_cast("0.5686112924615820754631098622770303094938e72"),
-         21*boost::lexical_cast("0.5305988545844796293285410303747469932856e71"),
-         22*boost::lexical_cast("0.4533363413802585060568537458067343491358e70"),
-         23*boost::lexical_cast("0.3553932059473516064068322757331575565718e69"),
-         24*boost::lexical_cast("0.2561198565218704414618802902533972354203e68"),
-         25*boost::lexical_cast("0.1699519313292900324098102065697454295572e67"),
-         26*boost::lexical_cast("0.1039830160862334505389615281373574959236e66"),
-         27*boost::lexical_cast("0.5873082967977428281000961954715372504986e64"),
-         28*boost::lexical_cast("0.3065255179030575882202133042549783442446e63"),
-         29*boost::lexical_cast("0.1479494813481364701208655943688307245459e62"),
-         30*boost::lexical_cast("0.6608150467921598615495180659808895663164e60"),
-         31*boost::lexical_cast("0.2732535313770902021791888953487787496976e59"),
-         32*boost::lexical_cast("0.1046402297662493314531194338414508049069e58"),
-         33*boost::lexical_cast("0.3711375077192882936085049147920021549622e56"),
-         34*boost::lexical_cast("0.1219154482883895482637944309702972234576e55"),
-         35*boost::lexical_cast("0.3708359374149458741391374452286837880162e53"),
-         36*boost::lexical_cast("0.1044095509971707189716913168889769471468e52"),
-         37*boost::lexical_cast("0.271951506225063286130946773813524945052e50"),
-         38*boost::lexical_cast("0.6548016291215163843464133978454065823866e48"),
-         39*boost::lexical_cast("0.1456062447610542135403751730809295219344e47"),
-         40*boost::lexical_cast("0.2986690175077969760978388356833006028929e45"),
-         41*boost::lexical_cast("5643149706574013350061247429006443326844000"),
-         42*boost::lexical_cast("98047545414467090421964387960743688053480"),
-         43*boost::lexical_cast("1563378767746846395507385099301468978550"),
-         44*boost::lexical_cast("22823360528584500077862274918382796495"),
-         45*boost::lexical_cast("304215527004115213046601295970388750"),
-         46*boost::lexical_cast("3690289075895685793844344966820325"),
-         47*boost::lexical_cast("40584512015702371433911456606050"),
-         48*boost::lexical_cast("402834190897282802772754873905"),
-         49*boost::lexical_cast("3589522158493606918146495750"),
-         50*boost::lexical_cast("28530557707503483723634725"),
-         51*boost::lexical_cast("200714561335055753000730"),
-         52*boost::lexical_cast("1237953783437761888641"),
-         53*boost::lexical_cast("6614698701445762950"),
-         54*boost::lexical_cast("30155495647727505"),
-         55*boost::lexical_cast("114953256021450"),
-         56*boost::lexical_cast("356398020013"),
-         57*boost::lexical_cast("863113950"),
-         58*boost::lexical_cast("1531345"),
-         59*boost::lexical_cast("1770"),
-         60*boost::lexical_cast("1")
-      };
-   static const double g = 63.192152;
-
-   boost::math::ntl::RR zgh = x + g - 0.5;
-
-   boost::math::ntl::RR result = (x - 0.5) / zgh;
-   result += log(zgh);
-   result += tools::evaluate_polynomial(PD, x) / tools::evaluate_polynomial(P, x);
-   result -= tools::evaluate_polynomial(QD, x) / tools::evaluate_polynomial(Q, x);
-   result -= 1;
-
-   return result;
-}
-
-boost::math::ntl::RR digamma(boost::math::ntl::RR x)
-{
-   if(x < 0)
-   {
-      return digamma_imp(1-x) + constants::pi() / tan(constants::pi() * (1-x));
-   }
-   return digamma_imp(x);
-}
-
-}}
-
-#endif // include guard
diff --git a/tools/process_perf_results.cpp b/tools/process_perf_results.cpp
index 816f422c9..0a34c3bc4 100644
--- a/tools/process_perf_results.cpp
+++ b/tools/process_perf_results.cpp
@@ -37,8 +37,15 @@ int main(int argc, const char* argv[])
    //
    extra_text["msvc-dist-beta-R-quantile"] = "[footnote There are a small number of our test cases where the R library fails to converge on a result: these tend to dominate the performance result.]";
    extra_text["msvc-dist-nbinom-R-quantile"] = "[footnote The R library appears to use a linear-search strategy, that can perform very badly in a small number of pathological cases, but may or may not be more efficient in \"typical\" cases]";
-   extra_text["gcc-4_2-dist-beta-R-quantile"] = "[footnote There are a small number of our test cases where the R library fails to converge on a result: these tend to dominate the performance result.]";
-   extra_text["gcc-4_2-dist-nbinom-R-quantile"] = "[footnote The R library appears to use a linear-search strategy, that can perform very badly in a small number of pathological cases, but may or may not be more efficient in \"typical\" cases]";
+   extra_text["gcc-4_3_2-dist-beta-R-quantile"] = "[footnote There are a small number of our test cases where the R library fails to converge on a result: these tend to dominate the performance result.]";
+   extra_text["gcc-4_3_2-dist-nbinom-R-quantile"] = "[footnote The R library appears to use a linear-search strategy, that can perform very badly in a small number of pathological cases, but may or may not be more efficient in \"typical\" cases]";
+   extra_text["msvc-dist-hypergeometric-cdf"] = "[footnote This result is somewhat misleading: for small values of the parameters there is  virtually no difference between the two libraries, but for large values the Boost implementation is /much/ slower, albeit with much improved precision.]";
+   extra_text["msvc-dist-nt-R-quantile"] = "[footnote There are a small number of our test cases where the R library fails to converge on a result: these tend to dominate the performance result.]";
+   extra_text["msvc-dist-nchisq-R-quantile"] = "[footnote There are a small number of our test cases where the R library fails to converge on a result: these tend to dominate the performance result.]";
+   extra_text["gcc-4_3_2-dist-hypergeometric-cdf"] = "[footnote This result is somewhat misleading: for small values of the parameters there is  virtually no difference between the two libraries, but for large values the Boost implementation is /much/ slower, albeit with much improved precision.]";
+   extra_text["gcc-4_3_2-dist-nt-R-quantile"] = "[footnote There are a small number of our test cases where the R library fails to converge on a result: these tend to dominate the performance result.]";
+   extra_text["gcc-4_3_2-dist-nchisq-R-quantile"] = "[footnote There are a small number of our test cases where the R library fails to converge on a result: these tend to dominate the performance result.]";
+   
    boost::regex e("^Testing\\s+(\\S+)\\s+(\\S+)");
    std::string f;
    for(int i = 1; i < argc-1; ++i)
@@ -57,7 +64,14 @@ int main(int argc, const char* argv[])
    //
    std::ifstream is(argv[argc-1]);
    std::ofstream os(std::string(argv[argc-1]).append(".bak").c_str());
-   e.assign("\\[perf\\s+([^\\s.]+)(?:\\[[^\\]]*\\]|[^\\]])*\\]");
+   e.assign(
+      "\\[perf\\s+([^\\s.]+)"
+      "(?:"
+         "\\[[^\\]\\[]*"
+            "(?:\\[[^\\]\\[]*\\][^\\]\\[]*)?"
+         "\\]"
+         "|[^\\]]"
+      ")*\\]");
    std::string newfile;
    while(is.good())
    {