boost_1_45_0/libs/accumulators/test/weighted_mean.cpp

//  (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)

#include <boost/test/unit_test.hpp>
#include <boost/test/floating_point_comparison.hpp>
#include <boost/accumulators/accumulators.hpp>
#include <boost/accumulators/statistics/stats.hpp>
#include <boost/accumulators/statistics/weighted_mean.hpp>
#include <boost/accumulators/statistics/variates/covariate.hpp>

using namespace boost;
using namespace unit_test;
using namespace accumulators;

template<typename T>
void assert_is_double(T const &)
{
    BOOST_MPL_ASSERT((is_same<T, double>));
}

///////////////////////////////////////////////////////////////////////////////
// test_stat
//
void test_stat()
{
        accumulator_set<
        int
      , stats<
            tag::weighted_mean
          , tag::mean_of_weights
          , tag::weighted_mean_of_variates<int, tag::covariate1>
        >
      , int
    > acc, test_acc(sample = 0);

    acc(1, weight = 2, covariate1 = 3);
    BOOST_CHECK_CLOSE(1., weighted_mean(acc), 1e-5);
    BOOST_CHECK_EQUAL(1u, count(acc));
    BOOST_CHECK_EQUAL(2, sum(acc));
    BOOST_CHECK_CLOSE(2., mean_of_weights(acc), 1e-5);
    BOOST_CHECK_CLOSE(3., (accumulators::weighted_mean_of_variates<int, tag::covariate1>(acc)), 1e-5);

    acc(0, weight = 4, covariate1 = 4);
    BOOST_CHECK_CLOSE(1./3., weighted_mean(acc), 1e-5);
    BOOST_CHECK_EQUAL(2u, count(acc));
    BOOST_CHECK_EQUAL(2, sum(acc));
    BOOST_CHECK_CLOSE(3., mean_of_weights(acc), 1e-5);
    BOOST_CHECK_CLOSE(11./3., (accumulators::weighted_mean_of_variates<int, tag::covariate1>(acc)), 1e-5);

    acc(2, weight = 9, covariate1 = 8);
    BOOST_CHECK_CLOSE(4./3., weighted_mean(acc), 1e-5);
    BOOST_CHECK_EQUAL(3u, count(acc));
    BOOST_CHECK_EQUAL(20, sum(acc));
    BOOST_CHECK_CLOSE(5., mean_of_weights(acc), 1e-5);
    BOOST_CHECK_CLOSE(94./15., (accumulators::weighted_mean_of_variates<int, tag::covariate1>(acc)), 1e-5);

    assert_is_double(mean(acc));

    accumulator_set<
        int
      , stats<
            tag::weighted_mean(immediate)
          , tag::mean_of_weights(immediate)
          , tag::weighted_mean_of_variates<int, tag::covariate1>(immediate)
        >
      , int
    > acc2, test_acc2(sample = 0);

    acc2(1, weight = 2, covariate1 = 3);
    BOOST_CHECK_CLOSE(1., weighted_mean(acc2), 1e-5);
    BOOST_CHECK_EQUAL(1u, count(acc2));
    BOOST_CHECK_CLOSE(2., mean_of_weights(acc2), 1e-5);
    BOOST_CHECK_CLOSE(3., (accumulators::weighted_mean_of_variates<int, tag::covariate1>(acc2)), 1e-5);

    acc2(0, weight = 4, covariate1 = 4);
    BOOST_CHECK_CLOSE(1./3., weighted_mean(acc2), 1e-5);
    BOOST_CHECK_EQUAL(2u, count(acc2));
    BOOST_CHECK_CLOSE(3., mean_of_weights(acc2), 1e-5);
    BOOST_CHECK_CLOSE(11./3., (accumulators::weighted_mean_of_variates<int, tag::covariate1>(acc2)), 1e-5);

    acc2(2, weight = 9, covariate1 = 8);
    BOOST_CHECK_CLOSE(4./3., weighted_mean(acc2), 1e-5);
    BOOST_CHECK_EQUAL(3u, count(acc2));
    BOOST_CHECK_CLOSE(5., mean_of_weights(acc2), 1e-5);
    BOOST_CHECK_CLOSE(94./15., (accumulators::mean_of_variates<int, tag::covariate1>(acc2)), 1e-5);

    assert_is_double(mean(acc2));
}

///////////////////////////////////////////////////////////////////////////////
// init_unit_test_suite
//
test_suite* init_unit_test_suite( int argc, char* argv[] )
{
    test_suite *test = BOOST_TEST_SUITE("weighted_mean test");

    test->add(BOOST_TEST_CASE(&test_stat));

    return test;
}