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Survival products with time-different covariates (TVCs) are broadly Utilized in the literature on credit risk prediction. However, when these covariates are endogenous, the inclusion method is restricted to techniques like lagging these variables or dealing with them as exogenous. That results in probable biased estimators (depending upon the tough