The inclusion of time-various covariates into survival Evaluation has led to better predictions of some time to default in behavioural credit rating scoring models. Nevertheless, when these time-varying covariates are endogenous, There's two big problems: estimation bias from the survival product and lack of a prediction framework for upcoming valu