Credit scoring, response modeling, and insurance rating : a practical guide to forecasting consumer behavior - Finlay, Steven , 1969- (Houndmills, Basingstoke, Hampshire : Palgrave Macmillan, 2012)
1. Introduction -- 2. Project planning -- 3. Sample selection -- 4. Gathering and preparing data -- 5. Understanding relationships in data -- 6. Data transformation (pre-processing) -- 7. Model construction (parameter estimation) -- 8. Validation, model performance and cut-off strategy -- 9. Sample bias and reject inference -- 10. Implementation and monitoring -- 11. Multi-model (fusion) systems -- 12. Further topics
Includes bibliographical references (p. 290-294) and index
Keywords: Consumer behavior -- Forecasting; Consumer credit; Credit analysis