Measuring Association with Recursive Binning
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Documentation for package ‘AssocBin’ version 1.1-2
- 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 |
| 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 |