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The inclusion of time-varying covariates into survival Assessment has led to higher predictions of some time to default in behavioural credit rating scoring models. Nonetheless, when these time-varying covariates are endogenous, There's two major issues: estimation bias of your survival product and deficiency of a prediction framework for upcoming