Handbook of Credit Scoring

Abstract

Section I: INTRODUCTION Scoring Applications William M. Makuch Generic and Customized Scoring Models: A Comparison Gary G. Chandler Using Consumer Credit Information Maria T. Pincetich and Kristin M. Tobin Scorecard Modeling with Continuous vs. Classed Variables Dennis Ash and Dimitra Vlatsa Section II: MODEL DEVELOPMENT The Basics of Scorecard Development and Validation Elizabeth Mays Going Beyond Credit Score: The Development of a Loss Model for the Home Equity Business Wei Wang The Basics of a Better Application Score William M. Makuch Optimal Use of Statistical Techniques John M. L. Gruenstein Data Mining Allen Jost A Multi-Score Approach for Portfolio Management Tim Lee and Sung Chang Jung Reject Inference in Credit Operations David Hand Section III: SCORE VALIDATION Model Design and Validation: Identifying Potential Sources of Model Risk Dennis Glennon Measures for Model Validation Tim Lee Evaluating and Monitoring Your Model Richard Schiffman Section IV: MODEL IMPLEMENTATION AND SCORE MANAGEMENT Score-Based Collections Strategies Peter McAllister and Dana Eng Project Management for Credit Scoring Dana Wiklund Successful Implementation - To Be or Not To Be ... Mona Mayr Index

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