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Credit Scoring for Risk Managers: The Handbook for Lenders,9780324200546
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Credit Scoring for Risk Managers: The Handbook for Lenders


Edition: 01
Author(s): Mays, Elizabeth
ISBN10:  0324200544
ISBN13:  9780324200546
Format:  Paperback
Pub. Date:  10/3/2003
Publisher(s): South-Western Educational Pub

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SummaryTable of Contents
With the growing concern about personal bankruptcy and quality of consumer lending, an effective credit scoring system is crucial to efficient and profitable lending practices. Featuring essays from seven experts in the risk management and banking/financial institution lending environment, this unique book offers valuable insights and proven techniques for developing effective credit scoring systems. It provides in-depth coverage of the roles of credit scoring, generic vs. customized scoring models, credit bureau data, scorecard development, performance measures, neural networks, project management, scorecard monitoring reports, how to use a scorecard to a lender's best advantage and much more.
About the Author vii
Contributors ix
Preface xiii
Part One: Introduction
1(60)
The Role of Credit Scores in Consumer Lending Today
3(10)
Elizabeth Mays
Generic and Customized Scoring Models: A Comparison
13(36)
Gary Chandler
Credit Bureau Data: The Foundation for Decision Making
49(12)
Rhonda Sicilia
Part Two: Model Development and Validation
61(108)
Scorecard Development
63(28)
Elizabeth Mays
Variable Analysis and Reduction
91(14)
Elizabeth Mays
Jean Yuan
Scorecard Performance Measures
105(16)
Elizabeth Mays
Understanding the KS Statistic
121(10)
Elizabeth Mays
Score Based Loss Forecasting Models
131(16)
Elizabeth Mays
Impact of Indeterminate Performance Exclusions on Credit Score Model Development
147(10)
Mark Beardsell
Credit Scoring and the Fair Lending Issue of Disparate Impact
157(12)
Michael LaCour Little
Elaine Fortowsky
Part Three: Score Implementation, Monitoring, and Management
169(60)
How to Successfully Manage a Credit Score Development Project
171(16)
Dana Wiklund
Scorecard Policies: How to Use Your Scorecard to Your Best Advantage
187(14)
Elizabeth Mays
Scorecard Monitoring Reports
201(18)
Elizabeth Mays
Phil Nuetzel
Credit Scoring and Risk Based Pricing: An Income Statement Approach
219(10)
Dana Wiklund
Index 229

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