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estats (version 1.0)

Fast and Light-Weight Energy Statistics

Description

Fast and memory-less computation of the energy statistics related quantities for vectors and matrices. References include: Szekely G. J. and Rizzo M. L. (2014), . Szekely G. J. and Rizzo M. L. (2023), . Tsagris M. and Papadakis M. (2025). .

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Version

Install

install.packages('estats')

Monthly Downloads

111

Version

1.0

License

GPL (>= 2)

Maintainer

Michail Tsagris

Last Published

November 4th, 2025

Functions in estats (1.0)

Distance variance, covariance and correlation

Distance variance, covariance and correlation
Hypothesis testing for the partial distance correlation

Hypothesis testing for the partial distance correlation
estats-package

Fast and Light-Weight Energy Statistics
Partial distance correlation

Partial distance correlation
Energy based normality test

Energy based normality test
Hypothesis test for the distance correlation with high dimensional matrices

Hypothesis test for the distance correlation with high dimensional matrices
Distance correlation matrix

Distance correlation matrix
Approximate distance variance

Approximate distance variance
Energy distance between matrices

Energy distance between matrices
Permutation based and asymptotic (approximate) distance covariance hypothesis test

Permutation based and asymptotic distance (approximate) covariance hypothesis test
Many pPartial distance correlations

Many partial distance correlations
Energy test of equal univariate distributions

Energy test of equal univariate distributions
Hypothesis testing for many partial distance correlations

Hypothesis testing for many partial distance correlations