Credit Risk Scorecards: Developing and Implementing Intelligent Credit Scoring (Google eBook)
Praise for Credit Risk Scorecards
"Scorecard development is important to retail financial services in terms of credit risk management, Basel II compliance, and marketing of credit products. Credit Risk Scorecards provides insight into professional practices in different stages of credit scorecard development, such as model building, validation, and implementation. The book should be compulsory reading for modern credit risk managers."
"Siddiqi offers a practical, step-by-step guide for developing and implementing successful credit scorecards. He relays the key steps in an ordered and simple-to-follow fashion. A 'must read' for anyone managing the development of a scorecard."
"A comprehensive guide, not only for scorecard specialists but for all consumer credit professionals. The book provides the A-to-Z of scorecard development, implementation, and monitoring processes. This is an important read for all consumer-lending practitioners."
"This practical text provides a strong foundation in the technical issues involved in building credit scoring models. This book will become required reading for all those working in this area."
"Mr. Siddiqi has captured the true essence of the credit risk practitioner's primary tool, the predictive scorecard. He has combined both art and science in demonstrating the critical advantages that scorecards achieve when employed in marketing, acquisition, account management, and recoveries. This text should be part of every risk manager's library."
Chapter 2 Scorecard Development The People and the Process
Chapter 3 Scorecard Development Process Stage 1 Preliminaries and Planning
Chapter 4 Scorecard Development Process Stage 2 Data Review and Project Parameters
Chapter 5 Scorecard Development Process Stage 3 Development Database Creation
Chapter 6 Scorecard Development Process Stage 4 Scorecard Development