Measuring Association with Recursive Binning
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Documentation for package ‘AssocBin’ version 0.1-0
- 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 | Wrapper for recursive binning |
| chiScores | Scoring functions to choose splits |
| depthFill | Generate fills encoding bin features |
| halfCutTie | Halve continuously to break ties |
| halfSplit | Halve at an observed point |
| makeCriteria | Make stop crteria |
| maxScoreSplit | Bivariate score maximizing splitting |
| miScores | Scoring functions to choose splits |
| plotBinning | Plot a binning using shaded rectangles |
| randScores | Scoring functions to choose splits |
| residualFill | Generate fills encoding bin features |
| 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 |
| uniMaxScoreSplit | Univariate score maximizing splitting |