Credit Risk Scorecards: Development and Implementation Using SAS (Hardcover) (ISBN-13: 9781447511199)

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.

Author: Mamdouh Refaat
ISBN-10: 1447511190
ISBN-13: 9781447511199
Publisher: Lulu.com
Language: English
Published: 04/29/2011
Pages: 428
Format: Hardcover
Weight: 1.75lbs
Size: 9.00h x 6.00w x 1.06d