Package: Rprofet 3.1.1

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).

Authors:Thomas Brandenburger [cre], Eric Stratman [aut], Krystal Wang [aut]

Rprofet_3.1.1.tar.gz
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Rprofet.pdf |Rprofet.html✨
Rprofet/json (API)

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This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

10 exports 0.09 score 80 dependencies 11 scripts 217 downloads

Last updated 7 months agofrom:976091c460. Checks:OK: 1 NOTE: 6. Indexed: yes.

Exports:BinProfetScorecardProfetScoreDataProfetVar_selectWOE_customFacWOE_customNumWOEclust_hclustWOEclust_kmeansWOEplotterWOEProfet

Dependencies:base64encbinrbitbit64blobbslibcachemchroncliClustOfVarcolorspacecorrplotcpp11DBIdigestdplyrevaluatefansifarverfastmapfontawesomefsgenericsggplot2gluegridExtragsubfngtablehighrhtmltoolsisobandjquerylibjsonlitekableExtraknitrlabelinglatticelifecyclemagrittrMASSMatrixmemoisemgcvmimemunsellnlmePCAmixdatapillarpkgconfigplogrplyrprotopurrrR6rappdirsRColorBrewerRcppreshape2rlangrmarkdownROCitRSQLiterstudioapisassscalessqldfstringistringrsvglitesystemfontstibbletidyselecttinytexutf8vctrsviridisLitewithrxfunxml2yaml