Provides a single unified interface for computing a wide variety of classical and modern correlation and association measures. Continuous methods include classical correlations (Pearson, Spearman, Kendall), modern dependence measures (distance correlation, maximal information coefficient, Hilbert-Schmidt independence criterion, Chatterjee's xi, Hoeffding's D, mutual information), robust correlations (biweight midcorrelation, percentage bend, Winsorized), ordinal correlations (polychoric, tetrachoric), partial and semi-partial correlations, and nonparametric measures (ball correlation, Bergsma-Dassios tau*). Categorical association measures (Cramer's V, phi coefficient, Goodman-Kruskal gamma, Somers' D, contingency coefficient, Tschuprow's T) are available via moderncor_cat().
| Version: | 0.2.0 |
| Imports: | stats, energy, XICOR |
| Suggests: | minerva, Hmisc, dHSIC, infotheo, WRS2, psych, ppcor, Ball, TauStar, DescTools, testthat (≥ 3.0.0), knitr, rmarkdown |
| Published: | 2026-06-24 |
| DOI: | 10.32614/CRAN.package.moderncor (may not be active yet) |
| Author: | Toshihiro Iguchi [aut, cre] |
| Maintainer: | Toshihiro Iguchi <toshihiro.iguchi.github at gmail.com> |
| BugReports: | https://github.com/ToshihiroIguchi/moderncor/issues |
| License: | GPL-3 |
| URL: | https://github.com/ToshihiroIguchi/moderncor |
| NeedsCompilation: | no |
| Materials: | README, NEWS |
| CRAN checks: | moderncor results |
| Reference manual: | moderncor.html , moderncor.pdf |
| Vignettes: |
Categorical Association Measures (source, R code) Introduction to moderncor (source, R code) |
| Package source: | moderncor_0.2.0.tar.gz |
| Windows binaries: | r-devel: not available, r-release: not available, r-oldrel: not available |
| macOS binaries: | r-release (arm64): moderncor_0.2.0.tgz, r-oldrel (arm64): moderncor_0.2.0.tgz, r-release (x86_64): moderncor_0.2.0.tgz, r-oldrel (x86_64): moderncor_0.2.0.tgz |
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