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Diffstat (limited to 'src/boost/libs/accumulators/test/pot_quantile.cpp')
-rw-r--r-- | src/boost/libs/accumulators/test/pot_quantile.cpp | 131 |
1 files changed, 131 insertions, 0 deletions
diff --git a/src/boost/libs/accumulators/test/pot_quantile.cpp b/src/boost/libs/accumulators/test/pot_quantile.cpp new file mode 100644 index 00000000..4e12ad61 --- /dev/null +++ b/src/boost/libs/accumulators/test/pot_quantile.cpp @@ -0,0 +1,131 @@ +// (C) Copyright Eric Niebler 2005. +// 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 pot_quantile.hpp + +#define BOOST_NUMERIC_FUNCTIONAL_STD_COMPLEX_SUPPORT +#define BOOST_NUMERIC_FUNCTIONAL_STD_VALARRAY_SUPPORT +#define BOOST_NUMERIC_FUNCTIONAL_STD_VECTOR_SUPPORT + +#include <boost/random.hpp> +#include <boost/test/unit_test.hpp> +#include <boost/test/floating_point_comparison.hpp> +#include <boost/accumulators/accumulators.hpp> +#include <boost/accumulators/statistics.hpp> +#include <boost/accumulators/statistics/peaks_over_threshold.hpp> +#include <sstream> +#include <boost/archive/text_oarchive.hpp> +#include <boost/archive/text_iarchive.hpp> + +using namespace boost; +using namespace unit_test; +using namespace boost::accumulators; + +/////////////////////////////////////////////////////////////////////////////// +// test_stat +// +void test_stat() +{ + // tolerance in % + double epsilon = 1.; + + // two random number generators + boost::lagged_fibonacci607 rng; + boost::normal_distribution<> mean_sigma(0,1); + boost::exponential_distribution<> lambda(1); + boost::variate_generator<boost::lagged_fibonacci607&, boost::normal_distribution<> > normal(rng, mean_sigma); + boost::variate_generator<boost::lagged_fibonacci607&, boost::exponential_distribution<> > exponential(rng, lambda); + + accumulator_set<double, stats<tag::pot_quantile<right>(with_threshold_value)> > acc1( + pot_threshold_value = 3. + ); + accumulator_set<double, stats<tag::pot_quantile<right>(with_threshold_probability)> > acc2( + right_tail_cache_size = 2000 + , pot_threshold_probability = 0.99 + ); + accumulator_set<double, stats<tag::pot_quantile<left>(with_threshold_value)> > acc3( + pot_threshold_value = -3. + ); + accumulator_set<double, stats<tag::pot_quantile<left>(with_threshold_probability)> > acc4( + left_tail_cache_size = 2000 + , pot_threshold_probability = 0.01 + ); + + accumulator_set<double, stats<tag::pot_quantile<right>(with_threshold_value)> > acc5( + pot_threshold_value = 5. + ); + accumulator_set<double, stats<tag::pot_quantile<right>(with_threshold_probability)> > acc6( + right_tail_cache_size = 2000 + , pot_threshold_probability = 0.995 + ); + + for (std::size_t i = 0; i < 100000; ++i) + { + double sample = normal(); + acc1(sample); + acc2(sample); + acc3(sample); + acc4(sample); + } + + for (std::size_t i = 0; i < 100000; ++i) + { + double sample = exponential(); + acc5(sample); + acc6(sample); + } + + BOOST_CHECK_CLOSE( quantile(acc1, quantile_probability = 0.999), 3.090232, 3*epsilon ); + BOOST_CHECK_CLOSE( quantile(acc2, quantile_probability = 0.999), 3.090232, 2*epsilon ); + BOOST_CHECK_CLOSE( quantile(acc3, quantile_probability = 0.001), -3.090232, 2*epsilon ); + BOOST_CHECK_CLOSE( quantile(acc4, quantile_probability = 0.001), -3.090232, 2*epsilon ); + + BOOST_CHECK_CLOSE( quantile(acc5, quantile_probability = 0.999), 6.908, 3*epsilon ); + BOOST_CHECK_CLOSE( quantile(acc6, quantile_probability = 0.999), 6.908, 3*epsilon ); +} + +/////////////////////////////////////////////////////////////////////////////// +// test_persistency +// +void test_persistency() +{ + // tolerance in % + double epsilon = 1.; + // "persistent" storage + std::stringstream ss; + { + // random number generators + boost::lagged_fibonacci607 rng; + boost::normal_distribution<> mean_sigma(0,1); + boost::variate_generator<boost::lagged_fibonacci607&, boost::normal_distribution<> > normal(rng, mean_sigma); + + accumulator_set<double, stats<tag::pot_quantile<right>(with_threshold_value)> > acc(pot_threshold_value = 3.); + + for (std::size_t i = 0; i < 100000; ++i) + acc(normal()); + + BOOST_CHECK_CLOSE(quantile(acc, quantile_probability = 0.999), 3.090232, 3*epsilon); + boost::archive::text_oarchive oa(ss); + acc.serialize(oa, 0); + } + accumulator_set<double, stats<tag::pot_quantile<right>(with_threshold_value)> > acc(pot_threshold_value = 3.); + boost::archive::text_iarchive ia(ss); + acc.serialize(ia, 0); + BOOST_CHECK_CLOSE(quantile(acc, quantile_probability = 0.999), 3.090232, 3*epsilon); +} + +/////////////////////////////////////////////////////////////////////////////// +// init_unit_test_suite +// +test_suite* init_unit_test_suite( int argc, char* argv[] ) +{ + test_suite *test = BOOST_TEST_SUITE("pot_quantile test"); + + test->add(BOOST_TEST_CASE(&test_stat)); + test->add(BOOST_TEST_CASE(&test_persistency)); + + return test; +} + |