Survival mixture models for credit risk analysis
One shortcoming in the existing models for credit scoring is the assumption that all borrowers are at-risk, i.e. they must default in the long run. With this assumption, the models’ performance gets skewed in the sense that the probability of default for “good” borrowers is overestimated. To overcome this problem, the long-term survival mixture model …