AssocBin: Measuring Association with Recursive Binning

An iterative implementation of a recursive binary partitioning algorithm to measure pairwise dependence with a modular design that allows user specification of the splitting logic and stop criteria. Helper functions provide suggested versions of both and support visualization and the computation of summary statistics on final binnings. For a thorough discussion and demonstration of the algorithm, see Salahub and Oldford (2025) <doi:10.1002/sam.70042>.

Version: 1.1-2
Depends: R (≥ 4.5.0)
Suggests: knitr, rmarkdown
Published: 2025-09-02
Author: Chris Salahub ORCID iD [aut, cre], Wayne Oldford [aut]
Maintainer: Chris Salahub <chris.salahub at uwaterloo.ca>
License: GPL (≥ 3)
NeedsCompilation: no
CRAN checks: AssocBin results

Documentation:

Reference manual: AssocBin.html , AssocBin.pdf
Vignettes: An Introduction to AssocBin (source, R code)

Downloads:

Package source: AssocBin_1.1-2.tar.gz
Windows binaries: r-devel: AssocBin_1.1-2.zip, r-release: AssocBin_1.1-2.zip, r-oldrel: AssocBin_1.1-0.zip
macOS binaries: r-release (arm64): AssocBin_1.1-2.tgz, r-oldrel (arm64): AssocBin_1.1-0.tgz, r-release (x86_64): AssocBin_1.1-2.tgz, r-oldrel (x86_64): AssocBin_1.1-0.tgz
Old sources: AssocBin archive

Linking:

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