Basic Usage | Querying Available Methods | Nominal Association Measures | Cramér's V | Phi Coefficient | Contingency Coefficient | Tschuprow's T | Ordinal Association Measures | Goodman-Kruskal Gamma | Somers' D | Pairwise Matrix for Multiple Variables | Handling Missing Values | Choosing the Right Method
Package: moderncor 0.2.0
Toshihiro Iguchi
moderncor: Unified Interface for Modern and Classical Correlation Coefficients
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().
Authors:
moderncor_0.2.0.tar.gz
moderncor_0.2.0.zip(r-4.7)moderncor_0.2.0.zip(r-4.6)moderncor_0.2.0.zip(r-4.5)
moderncor_0.2.0.tgz(r-4.6-any)moderncor_0.2.0.tgz(r-4.5-any)
moderncor_0.2.0.tar.gz(r-4.7-any)moderncor_0.2.0.tar.gz(r-4.6-any)
moderncor_0.2.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
moderncor/json (API)
| # Install 'moderncor' in R: |
| install.packages('moderncor', repos = c('https://toshihiroiguchi.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/toshihiroiguchi/moderncor/issues
Last updated from:a993604d94. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 205 | ||
| source / vignettes | OK | 221 | ||
| linux-release-x86_64 | OK | 191 | ||
| macos-release-arm64 | OK | 176 | ||
| macos-oldrel-arm64 | OK | 242 | ||
| windows-devel | OK | 78 | ||
| windows-release | OK | 84 | ||
| windows-oldrel | OK | 105 | ||
| wasm-release | OK | 157 |
Exports:available_methodsavailable_methods_catmethod_infomoderncormoderncor_cat
Dependencies:bootenergyforeignGPArotationgsllatticemnormtnlmepsychpsychToolsRcppXICOR
Categorical Association Measures
Last update: 2026-06-13
Started: 2026-06-13
Introduction to moderncor
Installation and Setup | Basic Usage with Vectors | Classical Methods | Matrix and Data Frame Input | Tidy Output using as.data.frame | Controlling P-value Computation | Robust Correlations | Biweight Midcorrelation | Percentage Bend Correlation | Winsorized Correlation | Ordinal Correlations | Polychoric Correlation | Tetrachoric Correlation | Partial and Semi-Partial Correlations | Partial Correlation | Semi-Partial Correlation | Nonparametric Dependence Measures | Ball Correlation | Bergsma-Dassios Tau* | Querying Available Methods | Categorical Association Measures
Last update: 2026-06-13
Started: 2026-06-08
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Convert moderncor object to a data.frame | as.data.frame.moderncor |
| Convert moderncor_cat object to a data.frame | as.data.frame.moderncor_cat |
| List all available correlation methods | available_methods |
| List all available categorical association methods | available_methods_cat |
| Get detailed information about a specific correlation method | method_info |
| Compute classical and modern correlation coefficients | moderncor |
| Compute correlation/association coefficients for categorical variables | moderncor_cat |
| Print a moderncor object | print.moderncor |
| Print a moderncor_cat object | print.moderncor_cat |
| Print a summary.moderncor object | print.summary.moderncor |
| Print a summary.moderncor_cat object | print.summary.moderncor_cat |
| Summarize a moderncor object | summary.moderncor |
| Summarize a moderncor_cat object | summary.moderncor_cat |