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The inclusion of time-various covariates into survival analysis has led to better predictions of enough time to default in behavioural credit scoring types. Even so, when these time-varying covariates are endogenous, There are 2 major troubles: estimation bias on the survival product and lack of a prediction framework for potential values of both o