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Diffstat (limited to 'contrib/epee/include/stats.h')
-rw-r--r-- | contrib/epee/include/stats.h | 58 |
1 files changed, 58 insertions, 0 deletions
diff --git a/contrib/epee/include/stats.h b/contrib/epee/include/stats.h new file mode 100644 index 000000000..1cf9c68fb --- /dev/null +++ b/contrib/epee/include/stats.h @@ -0,0 +1,58 @@ +#pragma once + +#include <vector> + +template<typename T, typename Tpod = T> +class Stats +{ +public: + Stats(const std::vector<T> &v): values(v), cached(0) {} + ~Stats() {} + + size_t get_size() const; + Tpod get_min() const; + Tpod get_max() const; + Tpod get_median() const; + double get_mean() const; + double get_confidence_interval_95() const; + double get_confidence_interval_99() const; + double get_standard_deviation() const; + double get_standard_error() const; + double get_variance() const; + double get_kurtosis() const; + double get_non_parametric_skew() const; + double get_t_test(T t) const; + double get_t_test(size_t npoints, double mean, double stddev) const; + double get_t_test(const Stats<T> &other) const; + double get_z_test(const Stats<T> &other) const; + double get_test(const Stats<T> &other) const; + std::vector<Tpod> get_quantiles(unsigned int quantiles) const; + std::vector<size_t> get_bins(unsigned int bins) const; + bool is_same_distribution_95(size_t npoints, double mean, double stddev) const; + bool is_same_distribution_95(const Stats<T> &other) const; + bool is_same_distribution_99(size_t npoints, double mean, double stddev) const; + bool is_same_distribution_99(const Stats<T> &other) const; + + double get_cdf95(size_t df) const; + double get_cdf95(const Stats<T> &other) const; + double get_cdf99(size_t df) const; + double get_cdf99(const Stats<T> &other) const; + +private: + inline bool is_cached(int bit) const; + inline void set_cached(int bit) const; + + const std::vector<T> &values; + + mutable uint64_t cached; + mutable Tpod min; + mutable Tpod max; + mutable Tpod median; + mutable double mean; + mutable double standard_deviation; + mutable double standard_error; + mutable double variance; + mutable double kurtosis; +}; + +#include "stats.inl" |