mirror of
https://github.com/boostorg/math.git
synced 2026-01-31 08:22:09 +00:00
bf3038bfcb
* Initial Commit * Add tests * Add docs * Fix svg file dimensions [CI SKIP] * Minor fixes [CI SKIP] * Fixes to docs and tests [CI SKIP] * More test fixes and cycle CI * Cycle CI * Update docs * Fix for MSVC-14.2 C++17 misc failure [CI SKIP]
83 lines
3.0 KiB
C++
83 lines
3.0 KiB
C++
// (C) Copyright Matt Borland 2021.
|
|
// 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 "math_unit_test.hpp"
|
|
#include <boost/math/statistics/z_test.hpp>
|
|
#include <boost/math/statistics/univariate_statistics.hpp>
|
|
#include <boost/multiprecision/cpp_bin_float.hpp>
|
|
#include <limits>
|
|
#include <vector>
|
|
#include <random>
|
|
|
|
using quad = boost::multiprecision::cpp_bin_float_quad;
|
|
|
|
template<typename Real>
|
|
void test_one_sample_z()
|
|
{
|
|
auto [computed_statistic, computed_pvalue] = boost::math::statistics::one_sample_z_test(Real(10), Real(2), Real(100), Real(10));
|
|
CHECK_ULP_CLOSE(Real(0), computed_statistic, 5);
|
|
CHECK_MOLLIFIED_CLOSE(Real(0), computed_pvalue, 5*std::numeric_limits<Real>::epsilon());
|
|
|
|
auto [computed_statistic_2, computed_pvalue_2] = boost::math::statistics::one_sample_z_test(Real(10), Real(2), Real(100), Real(5));
|
|
CHECK_ULP_CLOSE(Real(25), computed_statistic_2, 5);
|
|
|
|
auto [computed_statistic_3, computed_pvalue_3] = boost::math::statistics::one_sample_z_test(Real(1)/2, Real(10), Real(100), Real(1)/3);
|
|
CHECK_ULP_CLOSE(Real(1)/6, computed_statistic_3, 5);
|
|
}
|
|
|
|
template<typename Z>
|
|
void test_integer_one_sample_z()
|
|
{
|
|
auto [computed_statistic, computed_pvalue] = boost::math::statistics::one_sample_z_test(Z(10), Z(2), Z(100), Z(10));
|
|
CHECK_ULP_CLOSE(0.0, computed_statistic, 5);
|
|
CHECK_MOLLIFIED_CLOSE(0.0, computed_pvalue, 5*std::numeric_limits<double>::epsilon());
|
|
|
|
auto [computed_statistic_2, computed_pvalue_2] = boost::math::statistics::one_sample_z_test(Z(10), Z(2), Z(100), Z(5));
|
|
CHECK_ULP_CLOSE(25.0, computed_statistic_2, 5);
|
|
}
|
|
|
|
template<typename Real>
|
|
void test_two_sample_z()
|
|
{
|
|
std::vector<Real> set_1 {1,2,3,4,5};
|
|
std::vector<Real> set_2 {2,3,4,5,6};
|
|
|
|
auto [computed_statistic, computed_pvalue] = boost::math::statistics::two_sample_z_test(set_2, set_1);
|
|
CHECK_ULP_CLOSE(Real(1), computed_statistic, 5);
|
|
CHECK_MOLLIFIED_CLOSE(Real(0), computed_pvalue, 5*std::numeric_limits<Real>::epsilon());
|
|
}
|
|
|
|
template<typename Z>
|
|
void test_integer_two_sample_z()
|
|
{
|
|
std::vector<Z> set_1 {1,2,3,4,5};
|
|
std::vector<Z> set_2 {2,3,4,5,6};
|
|
|
|
auto [computed_statistic, computed_pvalue] = boost::math::statistics::two_sample_z_test(set_2, set_1);
|
|
CHECK_ULP_CLOSE(1.0, computed_statistic, 5);
|
|
CHECK_MOLLIFIED_CLOSE(0.0, computed_pvalue, 5*std::numeric_limits<double>::epsilon());
|
|
}
|
|
|
|
int main()
|
|
{
|
|
test_one_sample_z<float>();
|
|
test_one_sample_z<double>();
|
|
test_one_sample_z<quad>();
|
|
|
|
test_integer_one_sample_z<int>();
|
|
test_integer_one_sample_z<int32_t>();
|
|
test_integer_one_sample_z<int64_t>();
|
|
test_integer_one_sample_z<uint32_t>();
|
|
|
|
test_two_sample_z<float>();
|
|
test_two_sample_z<double>();
|
|
test_two_sample_z<quad>();
|
|
|
|
test_integer_two_sample_z<int>();
|
|
test_integer_two_sample_z<int32_t>();
|
|
test_integer_two_sample_z<int64_t>();
|
|
test_integer_two_sample_z<uint32_t>();
|
|
}
|