Question
The accounts of 3,500 credit card customers out of a sample of 45,000 that were reviewed did not perform satisfactorily. The credit scores assigned to
The accounts of 3,500 credit card customers out of a sample of 45,000 that were reviewed did not perform satisfactorily. The credit scores assigned to these applicants when originally assessed had a mean of 70 and a standard deviation of 8. The scores of the remaining customers had a mean of 85 and a standard deviation of 12. Assuming these distributions are approximately normal if the cut-off score was revised upward to 82.
- Complete the following table:
| Creditworthiness | |
High | Low | |
Mean credit score | 85 | 70 |
Standard deviation of credit score | 12 | 8 |
Probability of receiving credit (%) |
|
|
Probability of being denied credit (%) |
|
|
(ii) The original default rate on the sample of 45,000 card holders was extremely high at approximately 7.8%. What impact would setting the cut-off at 82 have on the default rate? Show calculations.
(iii) Based on the credit evaluation process. Do you suggest the revised cutoff to 82 be adopted? Why?
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