 Credit Risk Scorecards: Developing and Implementing Intelligent Credit Scoring
ISBN: 978-0-471-75451-0
Hardcover
208 pages
October 2005
US $49.95
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Chapter 1: Introduction.
Scorecards: General Overview.
Chapter 2: Scorecard Development: The People and the Process.
Scorecard Development Roles.
Intelligent Scorecard Development.
Scorecard Development and Implementation Process: Overview.
Chapter 3: Scorecard Development Process, Stage 1: Preliminaries and Planning.
Create Business Plan.
Create Project Plan.
Why “Scorecard” Format?
Chapter 4: Scorecard Development Process, Stage 2: Data Review and Project Parameters.
Data Availability and Quality.
Data Gathering for Definition of Project Parameters.
Definition of Project Parameters.
Segmentation.
Methodology.
Review of Implementation Plan.
Chapter 5: Scorecard Development Process, Stage 3: Development Database Creation.
Development Sample Specification.
Development Data Collection and Construction.
Adjusting for Prior Probabilities.
Chapter 6: Scorecard Development Process, Stage 4: Scorecard Development.
Explore Data.
Missing Values and Outliers.
Correlation.
Initial Characteristic Analysis.
Preliminary Scorecard.
Reject Inference.
Final Scorecard Production.
Choosing a Scorecard.
Validation.
Chapter 7: Scorecard Development Process, Stage 5: Scorecard Management Reports.
Gains Table.
Characteristic Reports.
Chapter 8: Scorecard Development Process, Stage 6: Scorecard Implementation.
Preimplementation Validation.
Strategy Development.
Chapter 9: Scorecard Development Process, Stage 7: Postimplementation.
Scorecard and Portfolio Monitoring Reports.
Review.
Bibliography.
Index.
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