Measuring Association with Recursive Binning

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Documentation for package ‘AssocBin’ version 1.0-0

• 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