The inclusion of time-different covariates into survival analysis has led to higher predictions of the time to default in behavioural credit rating scoring versions. Even so, when these time-various covariates are endogenous, There are 2 important problems: estimation bias with the survival product and lack of a prediction framework for future valu

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