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energy (version 1.0-9)

E-statistics (energy statistics) tests of fit, independence, clustering

Description

E-statistics (energy) tests for comparing distributions: multivariate normality, multivariate k-sample test for equal distributions, hierarchical clustering by e-distances, multivariate independence test, goodness-of-fit tests. Energy-statistics concept based on a generalization of Newton's potential energy is due to Gabor J. Szekely.

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Version

Install

install.packages('energy')

Monthly Downloads

17,177

Version

1.0-9

License

GPL (>= 2)

Maintainer

Maria Rizzo

Last Published

August 24th, 2024

Functions in energy (1.0-9)

eqdist.etest

Multisample E-statistic (Energy) Test of Equal Distributions
Independence E-test

Energy Statistic Tests of Independence
ksample.e

E-statistic (Energy Statistic) for Multivariate k-sample Test of Equal Distributions
energy.hclust

Hierarchical Clustering by Minimum (Energy) E-distance
edist

E-distance
mvnorm.etest

E-statistic (Energy) Test of Multivariate Normality
poisson.mtest

Mean Distance Test for Poisson Distribution