R: Measuring Association with Recursive Binning

# Measuring Association with Recursive Binning

## Documentation for package ‘AssocBin’ version 1.0-2

- DESCRIPTION file.
- User guides, package vignettes and other documentation.
- Code demos. Use demo() to run them.

## Help Pages

binAbsDif | Statistics for bins
binChi | Statistics for bins
binMI | Statistics for bins
binner | Many split recursive binning
catBinner | Binning of categorical variable pairs
chiScores | Scoring functions to choose splits
depthFill | Generate fills encoding bin features
halfCutTie | Halve continuously to break ties
halfSplit | Halve at an observed point
heart | Heart Disease Diagnosis Data
inDep | Test pairwise variable independence
makeBin | Make a bin
makeCriteria | Make stop crteria
maxScoreSplit | Size-restricted bivariate score maximizing splitting
miScores | Scoring functions to choose splits
plot.inDep | S3 methods for 'inDep'
plotBinning | Plot a binning using shaded rectangles
randScores | Scoring functions to choose splits
residualFill | Generate fills encoding bin features
rIntSplit | Random integer splitting
rUnifSplit | Random uniform splitting
sandboxMaxSplit | Bivariate score maximizing splitting
singleBinner | Single split recursive binning
sp500pseudo | De-Garched S&P 500 returns
splitX | Helper functions for marginal splitting
splitY | Helper functions for marginal splitting
stopper | Check bins against stop criteria
summary.inDep | S3 methods for 'inDep'
uniBinner | Single margin binning
uniMaxScoreSplit | Univariate score maximizing splitting
uniRIntSplit | Univariate random integer splitting