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 |
| DOI: | 10.32614/CRAN.package.AssocBin |
| Author: | Chris Salahub 
[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:
Please use the canonical form https://CRAN.R-project.org/package=AssocBin to link to this page.