{ "item_title" : "Credit Risk Scorecards", "item_author" : [" Mamdouh Refaat "], "item_description" : "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.", "item_img_path" : "https://covers4.booksamillion.com/covers/bam/1/44/751/119/1447511190_b.jpg", "price_data" : { "retail_price" : "119.50", "online_price" : "119.50", "our_price" : "119.50", "club_price" : "119.50", "savings_pct" : "0", "savings_amt" : "0.00", "club_savings_pct" : "0", "club_savings_amt" : "0.00", "discount_pct" : "10", "store_price" : "" } }

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