Rprofet

WOE Transformation and Scorecard Builder

Performs all steps in the credit scoring process. This package allows the user to follow all the necessary steps for building an effective scorecard. It provides the user functions for coarse binning of variables, Weights of Evidence (WOE) transformation, variable clustering, custom binning, visualization, and scaling of logistic regression coefficients. The results will generate a scorecard that can be used as an effective credit scoring tool to evaluate risk. For complete details on the credit scoring process, see Siddiqi (2005, ISBN:047175451X).

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Description file content

Package
Rprofet
Type
Package
Title
WOE Transformation and Scorecard Builder
Version
2.2.0
Maintainer
Thomas Brandenburger
Description
Performs all steps in the credit scoring process. This package allows the user to follow all the necessary steps for building an effective scorecard. It provides the user functions for coarse binning of variables, Weights of Evidence (WOE) transformation, variable clustering, custom binning, visualization, and scaling of logistic regression coefficients. The results will generate a scorecard that can be used as an effective credit scoring tool to evaluate risk. For complete details on the credit scoring process, see Siddiqi (2005, ISBN:047175451X).
License
GPL-3
Imports
binr, ClustOfVar, ggplot2, gridExtra, plyr, sqldf, stringr
Suggests
ISLR, MASS
Encoding
UTF-8
LazyData
true
RoxygenNote
6.0.1
NeedsCompilation
no
Packaged
2018-04-13 19:42:58 UTC; stratman252
Author
Thomas Brandenburger [cre], Eric Stratman [aut], Riaz Khan [aut], Allison Lempola [aut]
Repository
CRAN
Date/Publication
2018-04-14 14:53:09 UTC

install.packages('Rprofet')

2.2.0

3 months ago

Thomas Brandenburger

GPL-3

Imports

binr, ClustOfVar, ggplot2, gridExtra, plyr, sqldf, stringr

Suggests

ISLR, MASS

Discussions