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) <arXiv:2311.08561>.

Version: 0.1-0
Depends: R (≥ 4.3.0)
Suggests: knitr, rmarkdown
Published: 2023-11-23
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

Downloads:

Package source: AssocBin_0.1-0.tar.gz
Windows binaries: r-devel: AssocBin_0.1-0.zip, r-release: AssocBin_0.1-0.zip, r-oldrel: not available
macOS binaries: r-release (arm64): AssocBin_0.1-0.tgz, r-oldrel (arm64): not available, r-release (x86_64): AssocBin_0.1-0.tgz

Linking:

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