# Measuring Association with Recursive Binning

## Documentation for package ‘AssocBin’ version 1.1-1

- 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
depDisplay | Generate a departure display
depDisplay.data.frame | Generate a departure display
depDisplay.default | Generate a departure display
depDisplay.DepSearch | Generate a departure display
DepSearch | Test pairwise variable independence
depthFill | Encoding bin features to bin colour fills
facNumFittedDf | Computing a binning's degrees of freedom
facNumGammaScale | Computing a binning's degrees of freedom
facNumGammaShape | Computing a binning's degrees of freedom
facNumSimpleDf | Computing a binning's degrees of freedom
halfCutTie | Halve continuously to break ties
halfSplit | Halve at an observed point
heart | Heart Disease Diagnosis Data
importanceFill | Encoding bin features to bin colour fills
makeBin | Make a bin
makeCriteria | Make stop crteria
maxScoreSplit | Size-restricted bivariate score maximizing splitting
miScores | Scoring functions
numNumFittedDf | Computing a binning's degrees of freedom
numNumGammaScale | Computing a binning's degrees of freedom
numNumGammaShape | Computing a binning's degrees of freedom
numNumSimpleDf | Computing a binning's degrees of freedom
plot.DepSearch | S3 methods for 'DepSearch'
plotBinning | Plot a binning using shaded rectangles
print.DepSearch | S3 methods for 'DepSearch'
randScores | Scoring functions
residualFill | Encoding bin features to bin colour fills
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.DepSearch | S3 methods for 'DepSearch'
uniBinner | Single margin binning
uniMaxScoreSplit | Univariate score maximizing splitting
uniRIntSplit | Univariate random integer splitting