Package: scorecard 0.4.4

scorecard: Credit Risk Scorecard

The `scorecard` package makes the development of credit risk scorecard easier and efficient by providing functions for some common tasks, such as data partition, variable selection, woe binning, scorecard scaling, performance evaluation and report generation. These functions can also used in the development of machine learning models. The references including: 1. Refaat, M. (2011, ISBN: 9781447511199). Credit Risk Scorecard: Development and Implementation Using SAS. 2. Siddiqi, N. (2006, ISBN: 9780471754510). Credit risk scorecards. Developing and Implementing Intelligent Credit Scoring.

Authors:Shichen Xie [aut, cre]

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scorecard.pdf |scorecard.html✨
scorecard/json (API)
NEWS

Peer review:

Bug tracker:https://github.com/shichenxie/scorecard/issues

On CRAN:

binningcredit-scoringreleasescorecardwoewoebinning

21 exports 159 stars 5.05 score 40 dependencies 1 mentions 82 scripts 1.6k downloads

Last updated 5 months agofrom:55f007afd7. Checks:OK: 1 NOTE: 6. Indexed: yes.

Exports:describegains_tableivone_hotperf_cvperf_evaperf_psireplace_nareportscorecardscorecard_plyscorecard_pmmlscorecard2split_dfvar_filtervar_scalevifwoebinwoebin_adjwoebin_plotwoebin_ply

Dependencies:clicodetoolscolorspacedata.tabledoParallelfansifarverforeachggplot2gluegridExtragtableisobanditeratorslabelinglatticelifecyclemagrittrMASSMatrixmgcvmunsellnlmeopenxlsxpillarpkgconfigR6RColorBrewerRcpprlangscalesstringitibbleutf8vctrsviridisLitewithrxefunxml2zip