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The inclusion of time-various covariates into survival Assessment has led to raised predictions of enough time to default in behavioural credit rating scoring designs. However, when these time-various covariates are endogenous, there are two major troubles: estimation bias with the survival product and lack of a prediction framework for foreseeable