rbin: Tools for Binning Data

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>.

Package details

AuthorAravind Hebbali [aut, cre]
MaintainerAravind Hebbali <[email protected]>
LicenseMIT + file LICENSE
Version0.1.1
URL https://github.com/rsquaredacademy/rbin https://rbin.rsquaredacademy.com
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("rbin")

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rbin documentation built on Jan. 4, 2019, 5:03 p.m.