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.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://cran.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/toshihiroiguchi/moderncor/issues
Last updated from:5684efdb4a. Checks:4 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 228 | ||
| source / vignettes | OK | 294 | ||
| linux-release-x86_64 | OK | 234 | ||
| wasm-release | OK | 198 |
Exports:available_methodsavailable_methods_catmethod_infomoderncormoderncor_cat
Dependencies:bootenergyforeignGPArotationgsllatticemnormtnlmepsychpsychToolsRcppXICOR
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 |