- Research Article
- 10.3233/mas-130282
Selection of optimal threshold using cost and revenue matrix
- Mar 26, 2014
- Model Assisted Statistics and Applications
- Jingru Chen + 2 more +2
The financial crisis usually brings the deterioration of the customers' credits. For any financial institute, it's of im- portance to assess an applicant's credit in a proper way. Not too strict to lose potential customer; and not too loose to cause future loss. This paper focuses on the credit assessment and locates an optimal threshold, based on maximizing the expected profit. This threshold decides whether credits will be granted. The Profit Function is applied to derive this optimal threshold. The Normal-Normal model is assumed for the Good and Bad groups, which are assigned by their past 12 months Net Cash Flow. An empirical example of payoff matrices is used to demonstrate this optimal threshold.
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