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 [aut, cre]
Maintainer:	Chris Salahub <chris.salahub at uwaterloo.ca>
License:	GPL (≥ 3)
NeedsCompilation:	no
CRAN checks:	AssocBin results

Documentation:

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

Downloads:

Package source:	AssocBin_1.0-0.tar.gz
Windows binaries:	r-devel: AssocBin_1.0-0.zip, r-release: AssocBin_1.0-0.zip, r-oldrel: AssocBin_1.0-0.zip
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

Linking:

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