boost::accumulators::impl::weighted_p_square_cumulative_distribution_impl< Sample, Weight > Struct Template Reference

Histogram calculation of the cumulative distribution with the algorithm for weighted samples. More...

#include <statistics_fwd.hpp>

Inheritance diagram for boost::accumulators::impl::weighted_p_square_cumulative_distribution_impl< Sample, Weight >:

Collaboration diagram for boost::accumulators::impl::weighted_p_square_cumulative_distribution_impl< Sample, Weight >:

Public Types
typedef numeric::functional::multiplies < Sample, Weight > ::result_type	weighted_sample
typedef numeric::functional::fdiv < weighted_sample, std::size_t > ::result_type	float_type
typedef std::vector< std::pair < float_type, float_type > >	histogram_type
typedef std::vector< float_type >	array_type
typedef iterator_range < typename histogram_type::iterator >	result_type
typedef mpl::false_	is_droppable

Public Member Functions
template<typename Args >
	weighted_p_square_cumulative_distribution_impl (Args const &args)
template<typename Args >
void	operator() (Args const &args)
template<typename Args >
result_type	result (Args const &args) const
detail::void_	operator() (dont_care)
detail::void_	add_ref (dont_care)
detail::void_	drop (dont_care)
detail::void_	on_drop (dont_care)

Detailed Description

template<typename Sample, typename Weight>
struct boost::accumulators::impl::weighted_p_square_cumulative_distribution_impl< Sample, Weight >

Histogram calculation of the cumulative distribution with the algorithm for weighted samples.

A histogram of the sample cumulative distribution is computed dynamically without storing samples based on the algorithm for weighted samples. The returned histogram has a specifiable amount (num_cells) equiprobable (and not equal-sized) cells.

Note that applying importance sampling results in regions to be more and other regions to be less accurately estimated than without importance sampling, i.e., with unweighted samples.

For further details, see

R. Jain and I. Chlamtac, The P^2 algorithm for dynamic calculation of quantiles and histograms without storing observations, Communications of the ACM, Volume 28 (October), Number 10, 1985, p. 1076-1085.

Parameters

p_square_cumulative_distribution_num_cells

Member Typedef Documentation

template<typename Sample , typename Weight >

typedef std::vector<float_type> boost::accumulators::impl::weighted_p_square_cumulative_distribution_impl< Sample, Weight >::array_type

template<typename Sample , typename Weight >

typedef numeric::functional::fdiv<weighted_sample, std::size_t>::result_type boost::accumulators::impl::weighted_p_square_cumulative_distribution_impl< Sample, Weight >::float_type

template<typename Sample , typename Weight >

typedef std::vector<std::pair<float_type, float_type> > boost::accumulators::impl::weighted_p_square_cumulative_distribution_impl< Sample, Weight >::histogram_type

typedef mpl::false_ boost::accumulators::accumulator_base::is_droppable

inherited

template<typename Sample , typename Weight >

typedef iterator_range<typename histogram_type::iterator> boost::accumulators::impl::weighted_p_square_cumulative_distribution_impl< Sample, Weight >::result_type

template<typename Sample , typename Weight >

typedef numeric::functional::multiplies<Sample, Weight>::result_type boost::accumulators::impl::weighted_p_square_cumulative_distribution_impl< Sample, Weight >::weighted_sample

Constructor & Destructor Documentation

template<typename Sample , typename Weight >

template<typename Args >

boost::accumulators::impl::weighted_p_square_cumulative_distribution_impl< Sample, Weight >::weighted_p_square_cumulative_distribution_impl ( Args const &  args )

inline

Member Function Documentation

detail::void_ boost::accumulators::accumulator_base::add_ref ( dont_care  )

inlineinherited

detail::void_ boost::accumulators::accumulator_base::drop ( dont_care  )

inlineinherited

detail::void_ boost::accumulators::accumulator_base::on_drop ( dont_care  )

inlineinherited

detail::void_ boost::accumulators::accumulator_base::operator() ( dont_care  )

inlineinherited

template<typename Sample , typename Weight >

template<typename Args >

void boost::accumulators::impl::weighted_p_square_cumulative_distribution_impl< Sample, Weight >::operator() ( Args const &  args )

inline

References boost::geometry::math::abs(), boost::asio::b, count, boost::fusion::distance(), boost::multiprecision::backends::i, boost::it, boost::range::min_element(), boost::accumulators::extract::sum_of_weights, boost::swap, and boost::numeric::ublas::detail::upper_bound().

template<typename Sample , typename Weight >

template<typename Args >

result_type boost::accumulators::impl::weighted_p_square_cumulative_distribution_impl< Sample, Weight >::result ( Args const &  args ) const

inline

References boost::multiprecision::backends::i, boost::make_iterator_range(), boost::xpressive::make_pair, and boost::accumulators::extract::sum_of_weights.

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The documentation for this struct was generated from the following file:

• boost_1_57_0/boost/accumulators/statistics/weighted_p_square_cumul_dist.hpp