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The inclusion of time-varying covariates into survival Investigation has led to better predictions of time to default in behavioural credit scoring styles. Nevertheless, when these time-varying covariates are endogenous, There's two key troubles: estimation bias with the survival model and not enough a prediction framework for upcoming values of bo