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Manually bin data using weight of evidence and information value. Includes other binning methods such as equal length, quantile and winsorized. Options for combining levels of categorical data are also available. Dummy variables can be generated based on the bins created using any of the available binning methods. References: Siddiqi, N. (2006) <doi:10.1002/9781119201731.biblio>.
| Version: | 0.2.1 |
| Depends: | R (≥ 3.3) |
| Imports: | data.table, ggplot2, stats, utils |
| Suggests: | covr, graphics, knitr, miniUI, rmarkdown, rstudioapi, shiny, testthat (≥ 3.0.0), vdiffr |
| Published: | 2024-11-05 |
| DOI: | 10.32614/CRAN.package.rbin |
| Author: | Aravind Hebbali [aut, cre] |
| Maintainer: | Aravind Hebbali <hebbali.aravind at gmail.com> |
| BugReports: | https://github.com/rsquaredacademy/rbin/issues |
| License: | MIT + file LICENSE |
| URL: | https://github.com/rsquaredacademy/rbin, https://rbin.rsquaredacademy.com |
| NeedsCompilation: | no |
| Materials: | README NEWS |
| CRAN checks: | rbin results |
| Reference manual: | rbin.pdf |
| Vignettes: |
Introduction to rbin (source, R code) |
| Package source: | rbin_0.2.1.tar.gz |
| Windows binaries: | r-devel: rbin_0.2.1.zip, r-release: rbin_0.2.1.zip, r-oldrel: rbin_0.2.1.zip |
| macOS binaries: | r-release (arm64): rbin_0.2.1.tgz, r-oldrel (arm64): rbin_0.2.1.tgz, r-release (x86_64): rbin_0.2.1.tgz, r-oldrel (x86_64): rbin_0.2.1.tgz |
| Old sources: | rbin archive |
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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.