Survival styles with time-different covariates (TVCs) are extensively Employed in the literature on credit score possibility prediction. However, when these covariates are endogenous, the inclusion method is limited to procedures for instance lagging these variables or dealing with them as exogenous. That contributes to attainable biased estimators