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The inclusion of time-various covariates into survival analysis has led to higher predictions of time to default in behavioural credit score scoring designs. Even so, when these time-various covariates are endogenous, There's two significant complications: estimation bias of the survival model and deficiency of a prediction framework for upcoming v