Grouping essential tools for credit scoring. These statistical tools may be useful for other use-cases as well but were primarily designed for it. First, there are Reject Inference methods (Ehrhardt et al. (2017) <arXiv:1903.10855>). Second, we build upon the already CRAN-available package 'discretization' to automate discretization of continuous features.
| Version: | 0.1.2 |
| Imports: | discretization, sqldf, magrittr, dplyr, methods |
| Suggests: | MASS, rpart, Rmixmod, mvtnorm, ggplot2, speedglm, knitr, rmarkdown, plotly, pROC, shiny, testthat, covr |
| Published: | 2021-01-10 |
| Author: | Adrien Ehrhardt [aut, cre] |
| Maintainer: | Adrien Ehrhardt <adrien.ehrhardt at centraliens-lille.org> |
| BugReports: | https://github.com/adimajo/scoringTools/issues |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| URL: | https://adimajo.github.io/scoringTools/ |
| NeedsCompilation: | no |
| Citation: | scoringTools citation info |
| Materials: | NEWS |
| CRAN checks: | scoringTools results |
| Reference manual: | scoringTools.pdf |
| Vignettes: |
Appendix: tree biasedness Figure 1: CEM algorithm Figure 2: MAR well-specified Figure 3: MAR misspecified 'scoringTools' package |
| Package source: | scoringTools_0.1.2.tar.gz |
| Windows binaries: | r-devel: scoringTools_0.1.2.zip, r-release: scoringTools_0.1.2.zip, r-oldrel: scoringTools_0.1.2.zip |
| macOS binaries: | r-release (arm64): scoringTools_0.1.2.tgz, r-oldrel (arm64): scoringTools_0.1.2.tgz, r-release (x86_64): scoringTools_0.1.2.tgz, r-oldrel (x86_64): scoringTools_0.1.2.tgz |
| Old sources: | scoringTools archive |
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