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energy

energy package for R

The energy package for R implements several methods in multivariate analysis and multivariate inference based on the energy distance, which characterizes equality of distributions.

Distance correlation (multivariate independence), disco (nonparametric extension of ANOVA), and goodness-of-fit tests are examples of some of the methods included.

energy is named based on the analogy with potential energy in physics. See the references in the manual for more details.

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install.packages('energy')

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12,956

Version

1.7-4

License

GPL (>= 2)

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Maintainer

Maria Rizzo

Last Published

May 27th, 2018

Functions in energy (1.7-4)

indep.test

Energy-tests of Independence
centering distance matrices

Double centering and U-centering
U_product

Inner product in the Hilbert space of U-centered distance matrices
eqdist.etest

Multisample E-statistic (Energy) Test of Equal Distributions
Unbiased distance covariance

Unbiased dcov and bias-corrected dcor statistics
edist

E-distance
disco

distance components (DISCO)
indep.etest

Energy Statistic Test of Independence
dcov.test

Distance Covariance Test and Distance Correlation test
dcovU_stats

Unbiased distance covariance statistics
pdcor

Partial distance correlation and covariance
poisson.mtest

Mean Distance Test for Poisson Distribution
energy-package

E-statistics: Multivariate Inference via the Energy of Data
mvI.test

Energy Statistic Test of Independence
energy.hclust

Hierarchical Clustering by Minimum (Energy) E-distance
mvnorm.etest

E-statistic (Energy) Test of Multivariate Normality
dcor.ttest

Distance Correlation t-Test
distance correlation

Distance Correlation and Covariance Statistics