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Credit scoring for risk managers : the handbook for lenders

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Financial Distress and Bankruptcy Prediction Forecasting Techniques and Applications Credit Risk and Financial Regulations

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I. INTRODUCTION 1. The Role of Credit Scores in Consumer Lending Today 2. Generic and Customized Scoring Models: A Comparison 3. Credit Bureau Data: The Foundation for Decision Making II. MODEL DEVELOPMENT AND VALIDATION 4. Scorecard Development 5. Variable Analysis and Reduction 6. Scorecard Performance Measures 7. Understanding the K-S Statistic 8. Score Based Loss Forecasting Models 9. Impact of Indeterminate Performance Exclusions on Credit Score Model Development 10. Credit Scoring and the Fair Lending Issue of Disparate Impact III. SCORE IMPLEMENTATION, MONITORING, AND MANAGEMENT 11. How to Successfully Manage a Credit Score Development Project 12. Scorecard Policies: How to Use Your Scorecard to Your Best Advantage 13. Scorecard Monitoring Reports 14. Credit Scoring and Risk Based Pricing: An Income Statement Approach

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