correlatio: Visualize Details Behind Pearson's Correlation Coefficient

Helps visualizing what is summarized in Pearson's correlation coefficient. That is, it visualizes its main constituent, namely the distances of the single values to their respective mean. The visualization thereby shows what the etymology of the word correlation contains: In pairwise combination, bringing back (see package Vignette for more details). I hope that the 'correlatio' package may benefit some people in understanding and critically evaluating what Pearson's correlation coefficient summarizes in a single number, i.e., to what degree and why Pearson's correlation coefficient may (or may not) be warranted as a measure of association.

Version: 0.1.0
Depends: R (≥ 4.0.0)
Imports: Rdpack, stats, ggplot2, tibble
Suggests: knitr, rmarkdown
Published: 2025-02-18
DOI: 10.32614/CRAN.package.correlatio
Author: Marcel Miché [aut, cre]
Maintainer: Marcel Miché <marcel.miche.predictme at gmail.com>
BugReports: https://github.com/mmiche/correlatio/issues
License: MIT + file LICENSE
URL: https://github.com/mmiche/correlatio
NeedsCompilation: no
CRAN checks: correlatio results

Documentation:

Reference manual: correlatio.pdf
Vignettes: correlatio vignette (source, R code)

Downloads:

Package source: correlatio_0.1.0.tar.gz
Windows binaries: r-devel: correlatio_0.1.0.zip, r-release: correlatio_0.1.0.zip, r-oldrel: correlatio_0.1.0.zip
macOS binaries: r-devel (arm64): not available, r-release (arm64): not available, r-oldrel (arm64): not available, r-devel (x86_64): correlatio_0.1.0.tgz, r-release (x86_64): correlatio_0.1.0.tgz, r-oldrel (x86_64): correlatio_0.1.0.tgz

Linking:

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