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AssocBin  

Measuring Association with Recursive Binning
View on CRAN: Click here


Download and install AssocBin package within the R console
Install from CRAN:
install.packages("AssocBin")

Install from Github:
library("remotes")
install_github("cran/AssocBin")

Install by package version:
library("remotes")
install_version("AssocBin", "1.0-0")



Attach the package and use:
library("AssocBin")
Maintained by
Chris Salahub
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2023-11-23
Latest Update: 2023-11-23
Description:
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) .
How to cite:
Chris Salahub (2023). AssocBin: Measuring Association with Recursive Binning. R package version 1.0-0, https://cran.r-project.org/web/packages/AssocBin. Accessed 06 Nov. 2024.
Previous versions and publish date:
0.1-0 (2023-11-23 13:50)
Other packages that cited AssocBin R package
View AssocBin citation profile
Other R packages that AssocBin depends, imports, suggests or enhances
Complete documentation for AssocBin
Functions, R codes and Examples using the AssocBin R package
Some associated functions: binner . binstatistics . halfCutTie . halfSplit . makeCriteria . marginalsplitters . maxScoreSplit . plotBinning . scorings . shadings . sp500pseudo . stopper . uniMaxScoreSplit . 
Some associated R codes: binner.R . data.R . plotBinning.R . scoring.R . splitters.R . stats.R . stopper.R .  Full AssocBin package functions and examples
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