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The inclusion of time-various covariates into survival Evaluation has led to better predictions of some time to default in behavioural credit score scoring models. On the other hand, when these time-various covariates are endogenous, There are 2 big difficulties: estimation bias in the survival product and lack of a prediction framework for foresee