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The inclusion of time-various covariates into survival analysis has led to better predictions of the time to default in behavioural credit rating scoring versions. Nevertheless, when these time-various covariates are endogenous, There's two key troubles: estimation bias with the survival model and not enough a prediction framework for foreseeable f