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 complete description of the functionality and algorithm, see Salahub and Oldford (2023) <doi:10.48550/arXiv.2311.08561>.

Version: 1.0-0
Depends: R (≥ 4.3.0)
Suggests: knitr, rmarkdown
Published: 2024-06-28
DOI: 10.32614/CRAN.package.AssocBin
Author: Chris Salahub ORCID iD [aut, cre]
Maintainer: Chris Salahub <chris.salahub at>
License: GPL (≥ 3)
NeedsCompilation: no
CRAN checks: AssocBin results


Reference manual: AssocBin.pdf
Vignettes: An Introduction to AssocBin
Using AssocBin on complex data


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


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