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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 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:

Please use the canonical form https://CRAN.R-project.org/package=AssocBin to link to this page.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.