Package: AssocBin 1.0-0

Chris Salahub

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>.

Authors:Chris Salahub [aut, cre]

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AssocBin.pdf |AssocBin.html✨
AssocBin/json (API)

# InstallAssocBin in R:
install.packages('AssocBin',repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Datasets:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

25 exports 0.09 score 0 dependencies 129 downloads

Last updated 7 days agofrom:b92afba753

Exports:binAbsDifbinChibinMIbinnercatBinnerchiScoresdepthFillhalfCutTiehalfSplitinDepmakeBinmakeCriteriamaxScoreSplitmiScoresplotBinningrandScoresresidualFillrIntSplitrUnifSplitsandboxMaxSplitsingleBinnerstopperuniBinneruniMaxScoreSplituniRIntSplit

Dependencies:

An Introduction to AssocBin

Chris Salahub

Rendered fromAssocBin.Rmdusingknitr::rmarkdownon Jun 29 2024.

Last update: 2024-06-29
Started: 2023-11-24

Using AssocBin to map complex data

Chris Salahub

Rendered fromcomplex.Rmdusingknitr::rmarkdownon Jun 29 2024.

Last update: 2024-06-29
Started: 2024-06-29