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The inclusion of time-various covariates into survival Examination has led to higher predictions of enough time to default in behavioural credit history scoring models. Nonetheless, when these time-varying covariates are endogenous, There's two significant difficulties: estimation bias of the survival design and insufficient a prediction framework