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Survival types with time-different covariates (TVCs) are greatly Utilized in the literature on credit score risk prediction. Nevertheless, when these covariates are endogenous, the inclusion process has become limited to procedures for example lagging these variables or treating them as exogenous. That leads to probable biased estimators (depending