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Credit Risk Scorecards: Development and Implementation Using SAS

Credit Risk Scorecards: Development and Implementation Using SAS

ByMamdouh Refaat

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This book provides a systematic presentation of credit risk scorecard development and implementation. The text covers the theoretical foundations, the practical implementation and programming using SAS. The book topics include : • Data acquisition - data preparation • EDA, predictive measures and variable selection • Optimal segmentation and binning • Coarse classing and WOE transformations • Development of logistic regression models • Methods of model assessment and evaluation • Scorecard creation and scaling • Automatic generation of scoring code (SAS, SQL, C) • Scorecard monitoring and reporting • Reject inference The SAS implementation contains over 50 ready-to-use SAS macros that can be implemented in the automation of the scorecard creation process.

Details

Publication Date
Mar 15, 2011
Language
English
ISBN
9781447511199
Category
Business & Economics
Copyright
All Rights Reserved - Standard Copyright License
Contributors
By (author): Mamdouh Refaat

Specifications

Pages
427
Binding Type
Hardcover Case Wrap
Interior Color
Black & White
Dimensions
US Trade (6 x 9 in / 152 x 229 mm)

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