energy: E-Statistics: Multivariate Inference via the Energy of Data

E-statistics (energy) tests and statistics for multivariate and univariate inference, including distance correlation, one-sample, two-sample, and multi-sample tests for comparing multivariate distributions, are implemented. Measuring and testing multivariate independence based on distance correlation, partial distance correlation, multivariate goodness-of-fit tests, k-groups and hierarchical clustering based on energy distance, testing for multivariate normality, distance components (disco) for non-parametric analysis of structured data, and other energy statistics/methods are implemented.

Version: 1.7-7
Depends: R (≥ 2.10)
Imports: Rcpp (≥ 0.12.6), stats, boot
LinkingTo: Rcpp
Suggests: MASS, CompQuadForm
Published: 2019-12-07
Author: Maria Rizzo [aut, cre], Gabor Szekely [aut]
Maintainer: Maria Rizzo <mrizzo at bgsu.edu>
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
URL: https://github.com/mariarizzo/energy
NeedsCompilation: yes
Materials: README NEWS
In views: Multivariate
CRAN checks: energy results

Downloads:

Reference manual: energy.pdf
Package source: energy_1.7-7.tar.gz
Windows binaries: r-devel: energy_1.7-7.zip, r-devel-gcc8: energy_1.7-7.zip, r-release: energy_1.7-7.zip, r-oldrel: energy_1.7-6.zip
OS X binaries: r-release: energy_1.7-7.tgz, r-oldrel: energy_1.7-7.tgz
Old sources: energy archive

Reverse dependencies:

Reverse depends: dCovTS, EnergyOnlineCPM, fastHICA, HellCor, MBC
Reverse imports: aSPC, EDMeasure, fAssets, GiniDistance, kpcalg, linkspotter, MVN, MXM, pgraph, RiemBaseExt, VariableScreening
Reverse suggests: compositions, dimRed, shotGroups, steadyICA

Linking:

Please use the canonical form https://CRAN.R-project.org/package=energy to link to this page.