Package: estats 1.1

Michail Tsagris
estats: Fast and Light-Weight Energy Statistics
Fast and memory-less computation of the energy statistics related quantities for vectors and matrices. References include: Szekely G. J. and Rizzo M. L. (2014), <doi:10.1214/14-AOS1255>. Szekely G. J. and Rizzo M. L. (2023), <ISBN:9781482242744>. Tsagris M. and Papadakis M. (2025). <doi:10.48550/arXiv.2501.02849>.
Authors:
estats_1.1.tar.gz
estats_1.1.tar.gz(r-4.7-any)estats_1.1.tar.gz(r-4.6-any)
estats_1.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
estats/json (API)
| # Install 'estats' in R: |
| install.packages('estats', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated from:98871578e5. Checks:4 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 119 | ||
| source / vignettes | OK | 157 | ||
| linux-release-x86_64 | OK | 115 | ||
| wasm-release | OK | 110 |
Exports:adcovadcov.testdcordcor.ttestdcormdcovdcov.testdvaredisteqdist.etestmpdcormpdcor.testnormal.etestpdcorpdcor.test
Dependencies:BHdcovpdcorrangenRcppRcppArmadilloRcppParallelRfastRfast2Rnanoflannzigg
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Fast and Light-Weight Energy Statistics | estats-package |
| Approximate distance variance | adcov |
| Distance correlation matrix | dcorm |
| Distance variance, covariance and correlation | dcor dcov dvar |
| Energy based normality test | normal.etest |
| Energy distance between matrices | edist |
| Energy test of equal univariate distributions | eqdist.etest |
| Hypothesis test for the distance correlation with high dimensional matrices | dcor.ttest |
| Hypothesis testing for many partial distance correlations | mpdcor.test |
| Hypothesis testing for the partial distance correlation | pdcor.test |
| Many partial distance correlations | mpdcor |
| Partial distance correlation | pdcor |
| Permutation based and asymptotic distance (approximate) covariance hypothesis test | adcov.test dcov.test |