/usr/include/boost/accumulators/statistics
NameSizeModeActions
parameters/-0755rm
variates/-0755rm
count.hpp20130644editdlrm
covariance.hpp71370644editdlrm
density.hpp100070644editdlrm
error_of.hpp25880644editdlrm
error_of_mean.hpp21930644editdlrm
extended_p_square.hpp116330644editdlrm
extended_p_square_quantile.hpp125220644editdlrm
kurtosis.hpp38640644editdlrm
max.hpp22940644editdlrm
mean.hpp93340644editdlrm
median.hpp102420644editdlrm
min.hpp22940644editdlrm
moment.hpp34360644editdlrm
peaks_over_threshold.hpp175250644editdlrm
pot_quantile.hpp73360644editdlrm
pot_tail_mean.hpp78020644editdlrm
p_square_cumulative_distribution.hpp9550644editdlrm
p_square_cumul_dist.hpp103650644editdlrm
p_square_quantile.hpp100860644editdlrm
rolling_count.hpp25740644editdlrm
rolling_mean.hpp67530644editdlrm
rolling_moment.hpp37410644editdlrm
rolling_sum.hpp28710644editdlrm
rolling_variance.hpp94860644editdlrm
rolling_window.hpp72540644editdlrm
skewness.hpp36910644editdlrm
stats.hpp9720644editdlrm
sum.hpp38840644editdlrm
sum_kahan.hpp51040644editdlrm
tail.hpp110120644editdlrm
tail_mean.hpp91580644editdlrm
tail_quantile.hpp55350644editdlrm
tail_variate.hpp45040644editdlrm
tail_variate_means.hpp104630644editdlrm
times2_iterator.hpp19650644editdlrm
variance.hpp75220644editdlrm
weighted_covariance.hpp52440644editdlrm
weighted_density.hpp95180644editdlrm
weighted_extended_p_square.hpp128420644editdlrm
weighted_kurtosis.hpp41470644editdlrm
weighted_mean.hpp66370644editdlrm
weighted_median.hpp86670644editdlrm
weighted_moment.hpp33840644editdlrm
weighted_peaks_over_threshold.hpp123520644editdlrm
weighted_p_square_cumulative_distribution.hpp10090644editdlrm
weighted_p_square_cumul_dist.hpp110580644editdlrm
weighted_p_square_quantile.hpp111100644editdlrm
weighted_skewness.hpp38440644editdlrm
weighted_sum.hpp36390644editdlrm
weighted_sum_kahan.hpp45590644editdlrm
weighted_tail_mean.hpp57880644editdlrm
weighted_tail_quantile.hpp51350644editdlrm
weighted_tail_variate_means.hpp100520644editdlrm
weighted_variance.hpp67740644editdlrm
with_error.hpp12770644editdlrm
Edit: /usr/include/boost/accumulators/statistics/pot_tail_mean.hpp (7802B)
/////////////////////////////////////////////////////////////////////////////// // pot_tail_mean.hpp // // Copyright 2006 Daniel Egloff, Olivier Gygi. Distributed under 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) #ifndef BOOST_ACCUMULATORS_STATISTICS_POT_TAIL_MEAN_HPP_DE_01_01_2006 #define BOOST_ACCUMULATORS_STATISTICS_POT_TAIL_MEAN_HPP_DE_01_01_2006 #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include namespace boost { namespace accumulators { namespace impl { /////////////////////////////////////////////////////////////////////////////// // pot_tail_mean_impl // /** @brief Estimation of the (coherent) tail mean based on the peaks over threshold method (for both left and right tails) Computes an estimate for the (coherent) tail mean \f[ \widehat{CTM}_{\alpha} = \hat{q}_{\alpha} - \frac{\bar{\beta}}{\xi-1}(1-\alpha)^{-\xi}, \f] where \f$\bar[u]\f$, \f$\bar{\beta}\f$ and \f$\xi\f$ are the parameters of the generalized Pareto distribution that approximates the right tail of the distribution (or the mirrored left tail, in case the left tail is used). In the latter case, the result is mirrored back, yielding the correct result. */ template struct pot_tail_mean_impl : accumulator_base { typedef typename numeric::functional::fdiv::result_type float_type; // for boost::result_of typedef float_type result_type; pot_tail_mean_impl(dont_care) : sign_((is_same::value) ? -1 : 1) { } template result_type result(Args const &args) const { typedef typename mpl::if_< is_same , tag::weighted_peaks_over_threshold , tag::peaks_over_threshold >::type peaks_over_threshold_tag; typedef typename mpl::if_< is_same , tag::weighted_pot_quantile , tag::pot_quantile >::type pot_quantile_tag; extractor const some_peaks_over_threshold = {}; extractor const some_pot_quantile = {}; float_type beta_bar = some_peaks_over_threshold(args).template get<1>(); float_type xi_hat = some_peaks_over_threshold(args).template get<2>(); return some_pot_quantile(args) - this->sign_ * beta_bar/( xi_hat - 1. ) * std::pow( is_same::value ? args[quantile_probability] : 1. - args[quantile_probability] , -xi_hat); } // make this accumulator serializeable template void serialize(Archive & ar, const unsigned int file_version) { ar & sign_; } private: short sign_; // if the fit parameters from the mirrored left tail extreme values are used, mirror back the result }; } // namespace impl /////////////////////////////////////////////////////////////////////////////// // tag::pot_tail_mean // tag::pot_tail_mean_prob // namespace tag { template struct pot_tail_mean : depends_on, pot_quantile > { /// INTERNAL ONLY /// typedef accumulators::impl::pot_tail_mean_impl impl; }; template struct pot_tail_mean_prob : depends_on, pot_quantile_prob > { /// INTERNAL ONLY /// typedef accumulators::impl::pot_tail_mean_impl impl; }; template struct weighted_pot_tail_mean : depends_on, weighted_pot_quantile > { /// INTERNAL ONLY /// typedef accumulators::impl::pot_tail_mean_impl impl; }; template struct weighted_pot_tail_mean_prob : depends_on, weighted_pot_quantile_prob > { /// INTERNAL ONLY /// typedef accumulators::impl::pot_tail_mean_impl impl; }; } // pot_tail_mean(with_threshold_value) -> pot_tail_mean template struct as_feature(with_threshold_value)> { typedef tag::pot_tail_mean type; }; // pot_tail_mean(with_threshold_probability) -> pot_tail_mean_prob template struct as_feature(with_threshold_probability)> { typedef tag::pot_tail_mean_prob type; }; // weighted_pot_tail_mean(with_threshold_value) -> weighted_pot_tail_mean template struct as_feature(with_threshold_value)> { typedef tag::weighted_pot_tail_mean type; }; // weighted_pot_tail_mean(with_threshold_probability) -> weighted_pot_tail_mean_prob template struct as_feature(with_threshold_probability)> { typedef tag::weighted_pot_tail_mean_prob type; }; // for the purposes of feature-based dependency resolution, // pot_tail_mean and pot_tail_mean_prob provide // the same feature as tail_mean template struct feature_of > : feature_of { }; template struct feature_of > : feature_of { }; // So that pot_tail_mean can be automatically substituted // with weighted_pot_tail_mean when the weight parameter is non-void. template struct as_weighted_feature > { typedef tag::weighted_pot_tail_mean type; }; template struct feature_of > : feature_of > { }; // So that pot_tail_mean_prob can be automatically substituted // with weighted_pot_tail_mean_prob when the weight parameter is non-void. template struct as_weighted_feature > { typedef tag::weighted_pot_tail_mean_prob type; }; template struct feature_of > : feature_of > { }; }} // namespace boost::accumulators #endif