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scorecard  

Credit Risk Scorecard
View on CRAN: Click here


Download and install scorecard package within the R console
Install from CRAN:
install.packages("scorecard")

Install from Github:
library("remotes")
install_github("cran/scorecard")

Install by package version:
library("remotes")
install_version("scorecard", "0.4.4")



Attach the package and use:
library("scorecard")
Maintained by
Shichen Xie
[Scholar Profile | Author Map]
First Published: 2017-09-16
Latest Update: 2023-08-08
Description:
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.
How to cite:
Shichen Xie (2017). scorecard: Credit Risk Scorecard. R package version 0.4.4, https://cran.r-project.org/web/packages/scorecard. Accessed 21 Apr. 2025.
Previous versions and publish date:
0.1.0 (2017-09-16 22:09), 0.1.1 (2017-10-17 11:09), 0.1.2 (2017-10-19 19:26), 0.1.3 (2017-11-17 18:32), 0.1.4 (2017-12-17 15:49), 0.1.5 (2018-01-21 10:29), 0.1.6 (2018-03-13 05:37), 0.1.7 (2018-04-27 15:10), 0.1.8 (2018-06-12 17:08), 0.1.9 (2018-09-11 07:30), 0.2.0 (2019-01-07 17:30), 0.2.1 (2019-01-14 09:20), 0.2.2 (2019-01-14 14:00), 0.2.3 (2019-02-10 17:50), 0.2.4 (2019-03-26 15:00), 0.2.5 (2019-07-04 17:40), 0.2.6 (2019-09-01 06:20), 0.2.7 (2019-10-17 20:40), 0.2.8.1 (2019-12-11 09:40), 0.2.8 (2019-12-04 16:30), 0.2.9 (2020-03-28 08:00), 0.3.0 (2020-04-11 01:20), 0.3.1 (2020-08-30 16:30), 0.3.2 (2021-03-14 18:00), 0.3.3 (2021-06-11 06:30), 0.3.4 (2021-08-05 02:30), 0.3.5 (2021-09-06 10:40), 0.3.6 (2021-11-29 09:50), 0.3.7 (2022-05-09 15:50), 0.3.8 (2022-07-09 09:20), 0.3.9 (2022-07-24 15:20), 0.4.0 (2022-11-07 14:10), 0.4.1 (2023-01-05 19:20), 0.4.2 (2023-04-23 14:40), 0.4.3 (2023-08-08 16:40)
Other packages that cited scorecard R package
View scorecard citation profile
Other R packages that scorecard depends, imports, suggests or enhances
Complete documentation for scorecard
Functions, R codes and Examples using the scorecard R package
Some associated functions: describe . gains_table . germancredit . iv . one_hot . perf_cv . perf_eva . perf_psi . replace_na . report . scorecard . scorecard2 . scorecard_ply . scorecard_pmml . split_df . var_filter . var_scale . vif . woebin . woebin_adj . woebin_plot . woebin_ply . 
Some associated R codes: describe.R . germancredit.R . info_ent_indx_gini.R . info_value.R . one_hot.R . perf.R . report.R . scorecard.R . split_df.R . utils.R . utils_brk.R . var_filter.R . vif.R . woebin.R . zzz.R .  Full scorecard package functions and examples
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