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Credit intelligence and modelling : many paths through the forest of credit rating and scoring / Raymond A. Anderson.
- Format:
- Book
- Author/Creator:
- Anderson, Raymond A., author.
- Series:
- Oxford scholarship online.
- Oxford scholarship online
- Language:
- English
- Subjects (All):
- Credit analysis.
- Credit scoring systems.
- Physical Description:
- 1 online resource (934 pages)
- Edition:
- Second edition.
- Place of Publication:
- Oxford, United Kingdom : Oxford University Press, 2022.
- Summary:
- Over eight modules, the text covers consumer and business lending in both the developed and developing worlds, providing the frameworks for both theory and practice.
- Contents:
- 1. Credit intelligence
- 2. Predictive modelling overview
- 3. Retail credit
- 4. Business credit
- 5. Side histories
- 6. Credit
- a microhistory
- 7. The birth of modern credit intelligence
- 8. The dawn of credit scoring
- 9. Front-door
- 10. Back-door
- 11. Stats & maths & unicorns
- 12. Borrowed measures
- 13. Practical application
- 14. Predictive modelling techniques
- 15. Project management
- 16. Data acquisition
- observation
- 17. Data acquisition
- performance
- 18. Target definition
- 19. File assembly
- 20. Sample selection
- 21. Data transformation
- 22. Segmentation
- 23. Reject-inference
- 24. Model training
- 25. Scaling and banding
- 26. Finalization.
- Notes:
- This edition also issued in print: 2022.
- Includes bibliographical references and index.
- Description based on print version record.
- Other Format:
- Print version: Anderson, Raymond A. Credit Intelligence and Modelling
- ISBN:
- 0-19-192697-3
- 0-19-265815-8
- OCLC:
- 1286428837
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