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E-Statistics: Multivariate Inference via the Energy of Data

v1.7-12 · Aug 23, 2024 · GPL (>= 2)
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Description

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.

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CRAN Check Status

14 OK
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Flavor Status
r-devel-linux-x86_64-debian-clang OK
r-devel-linux-x86_64-debian-gcc OK
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-macos-arm64 OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 OK
r-oldrel-macos-x86_64 OK
r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 OK
r-release-linux-x86_64 OK
r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK

Check History

OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

Reverse Dependencies (38)

depends

EnergyOnlineCPM HellCor MBC

imports

CircMLE Compositional FAfA GiniDistance MVN TDAkit VariableScreening biosensors.usc cassowaryr dda energyGOF etree fAssets hbsaems hySAINT itdr linkspotter metrica mgc nda pgraph scperturbR semidist stops tourr

suggests

DataSimilarity FCPS bullseye compositions copulaSim correlation corrselect dimRed shotGroups steadyICA

Dependency Network

Dependencies Reverse dependencies Rcpp boot gsl EnergyOnlineCPM HellCor MBC CircMLE Compositional FAfA GiniDistance MVN TDAkit VariableScreening biosensors.usc cassowaryr dda energyGOF etree +23 more reverse deps energy

Version History

new 1.7-12 Mar 10, 2026
updated 1.7-12 ← 1.7-11 diff Aug 23, 2024
updated 1.7-11 ← 1.7-10 diff Dec 21, 2022
updated 1.7-10 ← 1.7-9 diff Apr 18, 2022
updated 1.7-9 ← 1.7-8 diff Jan 24, 2022
updated 1.7-8 ← 1.7-7 diff Feb 21, 2021
updated 1.7-7 ← 1.7-6 diff Dec 6, 2019
updated 1.7-6 ← 1.7-5 diff Jul 5, 2019
updated 1.7-5 ← 1.7-4 diff Aug 11, 2018
updated 1.7-4 ← 1.7-2 diff May 26, 2018
updated 1.7-2 ← 1.7-0 diff Sep 14, 2017
updated 1.7-0 ← 1.6.2 diff Aug 25, 2016
updated 1.6.2 ← 1.6.1 diff Oct 27, 2014
updated 1.6.1 ← 1.6.0 diff Feb 22, 2014
updated 1.6.0 ← 1.5.0 diff May 11, 2013
updated 1.5.0 ← 1.4-0 diff Mar 9, 2013
updated 1.4-0 ← 1.3-0 diff Oct 15, 2011
updated 1.3-0 ← 1.2-0 diff Feb 14, 2011
updated 1.2-0 ← 1.1-0 diff Sep 26, 2010
updated 1.1-0 ← 1.0-9 diff Apr 6, 2008