Credit scoring, response modeling, and insurance rating : a practical guide to forecasting consumer behavior
| Main Author: | |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
Houndmills, Basingstoke, Hampshire :
Palgrave Macmillan ,
c2012
|
| Edition: | 2nd ed |
| Subjects: | |
| Online Access: | Cover image |
Table of Contents:
- 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