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The Kolmogorov-Smirnov (K-S) statistic is a standard method to measure the model strength for credit risk scoring models. This package calculates the K–S statistic and plots the true-positive rate and false-positive rate to measure the model strength. This package was written with the credit marketer, who uses risk models in conjunction with his campaigns. The users could read more details from Thrasher (1992) <doi:10.1002/dir.4000060408> and 'pyks' <https://pypi.org/project/pyks/>.
Version: | 0.1.0 |
Depends: | R (≥ 2.10) |
Imports: | dplyr, magrittr, ROCR, ggplot2, tidyr |
Suggests: | knitr, rmarkdown |
Published: | 2020-02-06 |
DOI: | 10.32614/CRAN.package.rawKS |
Author: | Jiaxiang Li |
Maintainer: | Jiaxiang Li <alex.lijiaxiang at foxmail.com> |
License: | MIT + file LICENSE |
NeedsCompilation: | no |
Materials: | README NEWS |
CRAN checks: | rawKS results |
Reference manual: | rawKS.pdf |
Vignettes: |
intro |
Package source: | rawKS_0.1.0.tar.gz |
Windows binaries: | r-devel: rawKS_0.1.0.zip, r-release: rawKS_0.1.0.zip, r-oldrel: rawKS_0.1.0.zip |
macOS binaries: | r-release (arm64): rawKS_0.1.0.tgz, r-oldrel (arm64): rawKS_0.1.0.tgz, r-release (x86_64): rawKS_0.1.0.tgz, r-oldrel (x86_64): rawKS_0.1.0.tgz |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
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