energy: E-Statistics: Multivariate Inference via the Energy of Data (original) (raw)
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: | 1.7-12 |
|---|---|
| Depends: | R (≥ 3.1) |
| Imports: | Rcpp (≥ 0.12.6), stats, boot, gsl |
| LinkingTo: | Rcpp |
| Suggests: | MASS, CompQuadForm, knitr, rmarkdown |
| Published: | 2024-08-24 |
| DOI: | 10.32614/CRAN.package.energy |
| Author: | Maria Rizzo [aut, cre], Gabor Szekely [aut] |
| Maintainer: | Maria Rizzo |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| URL: | https://github.com/mariarizzo/energy |
| NeedsCompilation: | yes |
| Materials: | README, NEWS |
| CRAN checks: | energy results |
Documentation:
Downloads:
Reverse dependencies:
| Reverse depends: | EnergyOnlineCPM, HellCor, MBC |
|---|---|
| Reverse imports: | ANCOMBC, biosensors.usc, cassowaryr, CircMLE, Compositional, dda, etree, FAfA, fAssets, GiniDistance, hbsaems, hySAINT, itdr, Lheuristic, linkspotter, metrica, mgc, miRLAB, miRSM, MVN, nda, pgraph, PhyloProfile, scperturbR, semidist, stops, TDAkit, tourr, VariableScreening |
| Reverse suggests: | bullseye, compositions, copulaSim, correlation, corrselect, DataSimilarity, dimRed, FCPS, Pigengene, shotGroups, steadyICA |
Linking:
Please use the canonical formhttps://CRAN.R-project.org/package=energyto link to this page.