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Credit Scoring Development Methods
1.
Credit Scoring Development
and Methods James Marinopoulos Head of Retail Decision Model
2.
3.
Risk Families We
are managing different groups of Risk
4.
5.
RDM Structure and
Responsibilities Relationship Developments Change Requests Systems Ongoing Validations Monitoring Data Analysis
6.
Presentation Topics Scorecard
Modelling Business Objectives World Banks Monitoring Future Direction Overview of scoring
7.
8.
9.
10.
11.
Scorecard points (example)
Residential status Owner Renter LWP/Other +25 -30 +10 Time in employment (years) <2 3-4 5-6 7+ 2 10 15 25 Total monthly income 0 <$500 <$1000 <$1500 <$2000 <$3000 >$3000 0 15 25 31 37 43 48 Total defaults No Defaults 1 2+ 0 -70 -250
12.
13.
Presentation Topics Overview
of scoring Business Objectives World Banks Monitoring Future Direction Scorecard Modelling
14.
15.
16.
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18.
19.
20.
21.
22.
23.
24.
25.
26.
27.
Presentation Topics Overview
of scoring Scorecard Modelling World Banks Monitoring Future Direction Business Objectives
28.
29.
30.
Presentation Topics Overview
of scoring Scorecard Modelling Business Objectives Monitoring Future Direction World Banks
31.
32.
World Banks UK
Banks AUS Banks
33.
34.
Credit Scoring &
Bureaus Around the World “We are not alone!” B B B B B B B
35.
36.
37.
38.
Presentation Topics Overview
of scoring Scorecard Modelling Business Objectives World Banks Future Direction Monitoring
39.
40.
Loan Approval/Declines by
Score Approva/Declinal Rates by Score 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% <=500 501-550 551-600 601-650 651-700 701-750 751-800 801-850 851-900 901-950 951-1000 >1000 Score Bands Percentages Auto Declined Manually Declined Manually Approved Auto Approved
41.
42.
43.
44.
45.
Presentation Topics Overview
of scoring Scorecard Modelling Business Objectives World Banks Monitoring Future Direction
46.
47.
48.
Three Portfolio Dimensions:
Volume, Loss, and Profit low high high E [ Profit ] E [ Volume ] E [ Losses ] Low cutoffs High cutoffs
49.
Efficient Frontiers in
two dimensions OP High Cutoffs E[Volume] E[Loss] Low Cutoffs 0.6 0.0 0.2 Low Cutoffs High Cutoffs E[Profit] E[Loss] OP 0.9 0.6 0.0 0.2 0.6 High Cutoffs Low Cutoffs OP E[Volume] E[Profit] 0.6 0.2 0.2 0.9 Efficient Frontier
50.
Improved portfolio performance
OP High Cutoffs E[Volume] E[Loss] Low Cutoffs 0.6 0.0 0.2 Low Cutoffs High Cutoffs E[Profit] E[Loss] OP 0.9 0.6 0.0 0.2 0.6 High Cutoffs Low Cutoffs OP E[Volume] E[Profit] 0.6 0.2 0.2 0.9 Single Score Combined Scores Single Score Combined Scores Single Score Combined Scores Efficient Frontier
51.
52.
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