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Diffstat (limited to 'src/boost/libs/accumulators/test/tail_mean.cpp')
-rw-r--r-- | src/boost/libs/accumulators/test/tail_mean.cpp | 86 |
1 files changed, 86 insertions, 0 deletions
diff --git a/src/boost/libs/accumulators/test/tail_mean.cpp b/src/boost/libs/accumulators/test/tail_mean.cpp new file mode 100644 index 00000000..5132eb24 --- /dev/null +++ b/src/boost/libs/accumulators/test/tail_mean.cpp @@ -0,0 +1,86 @@ +// (C) Copyright 2006 Eric Niebler, Olivier Gygi. +// 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 case for tail_mean.hpp + +#include <boost/random.hpp> +#include <boost/test/unit_test.hpp> +#include <boost/test/floating_point_comparison.hpp> +#include <boost/accumulators/numeric/functional/vector.hpp> +#include <boost/accumulators/numeric/functional/complex.hpp> +#include <boost/accumulators/numeric/functional/valarray.hpp> +#include <boost/accumulators/accumulators.hpp> +#include <boost/accumulators/statistics/stats.hpp> +#include <boost/accumulators/statistics/tail_mean.hpp> +#include <boost/accumulators/statistics/tail_quantile.hpp> + +using namespace boost; +using namespace unit_test; +using namespace boost::accumulators; + +/////////////////////////////////////////////////////////////////////////////// +// test_stat +// +void test_stat() +{ + // tolerance in % + double epsilon = 1; + + std::size_t n = 100000; // number of MC steps + std::size_t c = 10000; // cache size + + typedef accumulator_set<double, stats<tag::non_coherent_tail_mean<right>, tag::tail_quantile<right> > > accumulator_t_right1; + typedef accumulator_set<double, stats<tag::non_coherent_tail_mean<left>, tag::tail_quantile<left> > > accumulator_t_left1; + typedef accumulator_set<double, stats<tag::coherent_tail_mean<right>, tag::tail_quantile<right> > > accumulator_t_right2; + typedef accumulator_set<double, stats<tag::coherent_tail_mean<left>, tag::tail_quantile<left> > > accumulator_t_left2; + + accumulator_t_right1 acc0( right_tail_cache_size = c ); + accumulator_t_left1 acc1( left_tail_cache_size = c ); + accumulator_t_right2 acc2( right_tail_cache_size = c ); + accumulator_t_left2 acc3( left_tail_cache_size = c ); + + // a random number generator + boost::lagged_fibonacci607 rng; + + for (std::size_t i = 0; i < n; ++i) + { + double sample = rng(); + acc0(sample); + acc1(sample); + acc2(sample); + acc3(sample); + } + + // check uniform distribution + BOOST_CHECK_CLOSE( non_coherent_tail_mean(acc0, quantile_probability = 0.95), 0.975, epsilon ); + BOOST_CHECK_CLOSE( non_coherent_tail_mean(acc0, quantile_probability = 0.975), 0.9875, epsilon ); + BOOST_CHECK_CLOSE( non_coherent_tail_mean(acc0, quantile_probability = 0.99), 0.995, epsilon ); + BOOST_CHECK_CLOSE( non_coherent_tail_mean(acc0, quantile_probability = 0.999), 0.9995, epsilon ); + BOOST_CHECK_CLOSE( non_coherent_tail_mean(acc1, quantile_probability = 0.05), 0.025, 5*epsilon ); + BOOST_CHECK_CLOSE( non_coherent_tail_mean(acc1, quantile_probability = 0.025), 0.0125, 6*epsilon ); + BOOST_CHECK_CLOSE( non_coherent_tail_mean(acc1, quantile_probability = 0.01), 0.005, 8*epsilon ); + BOOST_CHECK_CLOSE( non_coherent_tail_mean(acc1, quantile_probability = 0.001), 0.0005, 25*epsilon ); + BOOST_CHECK_CLOSE( tail_mean(acc2, quantile_probability = 0.95), 0.975, epsilon ); + BOOST_CHECK_CLOSE( tail_mean(acc2, quantile_probability = 0.975), 0.9875, epsilon ); + BOOST_CHECK_CLOSE( tail_mean(acc2, quantile_probability = 0.99), 0.995, epsilon ); + BOOST_CHECK_CLOSE( tail_mean(acc2, quantile_probability = 0.999), 0.9995, epsilon ); + BOOST_CHECK_CLOSE( tail_mean(acc3, quantile_probability = 0.05), 0.025, 5*epsilon ); + BOOST_CHECK_CLOSE( tail_mean(acc3, quantile_probability = 0.025), 0.0125, 6*epsilon ); + BOOST_CHECK_CLOSE( tail_mean(acc3, quantile_probability = 0.01), 0.005, 8*epsilon ); + BOOST_CHECK_CLOSE( tail_mean(acc3, quantile_probability = 0.001), 0.0005, 25*epsilon ); +} + +/////////////////////////////////////////////////////////////////////////////// +// init_unit_test_suite +// +test_suite* init_unit_test_suite( int argc, char* argv[] ) +{ + test_suite *test = BOOST_TEST_SUITE("tail_mean test"); + + test->add(BOOST_TEST_CASE(&test_stat)); + + return test; +} + |