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The Credit Scoring Toolkit: Theory and Practice for Retail Credit Risk Management and Decision Automation Book

The Credit Scoring Toolkit: Theory and Practice for Retail Credit Risk Management and Decision Automation
The Credit Scoring Toolkit: Theory and Practice for Retail Credit Risk Management and Decision Automation, 
Credit scoring aims to quantify the likelihood of a prospective borrower defaulting on payment over a specified period of time. The credit score is calculated using increasingly sophisticated statistical models, which vary considerably between indivi, The Credit Scoring Toolkit: Theory and Practice for Retail Credit Risk Management and Decision Automation has a rating of 2.5 stars
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The Credit Scoring Toolkit: Theory and Practice for Retail Credit Risk Management and Decision Automation, Credit scoring aims to quantify the likelihood of a prospective borrower defaulting on payment over a specified period of time. The credit score is calculated using increasingly sophisticated statistical models, which vary considerably between indivi, The Credit Scoring Toolkit: Theory and Practice for Retail Credit Risk Management and Decision Automation
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  • The Credit Scoring Toolkit: Theory and Practice for Retail Credit Risk Management and Decision Automation
  • Written by author Raymond Anderson
  • Published by Oxford University Press, USA, September 2007
  • Credit scoring aims to quantify the likelihood of a prospective borrower defaulting on payment over a specified period of time. The credit score is calculated using increasingly sophisticated statistical models, which vary considerably between indivi
  • Credit scoring aims to quantify the likelihood of a prospective borrower defaulting on payment over a specified period of time. The credit score is calculated using increasingly sophisticated statistical models, which vary considerably between individual
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Authors

Preface
A Setting the scene
1. Credit scoring and the business
2. Credit micro-histories
3. The mechanics of credit scoring
B Risky business
4. The theory of risk
5. Decision science
6. Assessing enterprise risk
C Stats and Maths
7. Predictive statistics 101
8. Measures of separation/divergence
9. Odds and ends
D Data!
10. Data considerations and design
11. Data sources
12. Scoring structure
13. Information sharing
14. Data preparation
E Scorecard development
15. Transformation
16. Characteristic selection
17. Segmentation
18. Reject inference
19. Scorecard calibration
20. Validation
21. Development management issues
F Implementation and use
22. Implementation
23. Overrides, referrals, and controls
24. Monitoring
25. Finance
G Risk management cycle
26. Marketing
27. Application processing
28. Account management
29. Collection and recoveries
30. Fraud
H Regulatory environment
31. Regulatory concepts
32. Data privacy and protection
33. Anti-discrimination
34. Fair lending
35. Capital adequacy
36. Know your customer (KYC)
37. National differences
Z Reference materials
38. Glossary / Dictionary
39. Bibliography
40. Appendices
Index


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The Credit Scoring Toolkit: Theory and Practice for Retail Credit Risk Management and Decision Automation, 
Credit scoring aims to quantify the likelihood of a prospective borrower defaulting on payment over a specified period of time. The credit score is calculated using increasingly sophisticated statistical models, which vary considerably between indivi, The Credit Scoring Toolkit: Theory and Practice for Retail Credit Risk Management and Decision Automation

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The Credit Scoring Toolkit: Theory and Practice for Retail Credit Risk Management and Decision Automation, 
Credit scoring aims to quantify the likelihood of a prospective borrower defaulting on payment over a specified period of time. The credit score is calculated using increasingly sophisticated statistical models, which vary considerably between indivi, The Credit Scoring Toolkit: Theory and Practice for Retail Credit Risk Management and Decision Automation

The Credit Scoring Toolkit: Theory and Practice for Retail Credit Risk Management and Decision Automation

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The Credit Scoring Toolkit: Theory and Practice for Retail Credit Risk Management and Decision Automation, 
Credit scoring aims to quantify the likelihood of a prospective borrower defaulting on payment over a specified period of time. The credit score is calculated using increasingly sophisticated statistical models, which vary considerably between indivi, The Credit Scoring Toolkit: Theory and Practice for Retail Credit Risk Management and Decision Automation

The Credit Scoring Toolkit: Theory and Practice for Retail Credit Risk Management and Decision Automation

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