Survival designs with time-different covariates (TVCs) are extensively Utilized in the literature on credit rating possibility prediction. Even so, when these covariates are endogenous, the inclusion method has long been restricted to procedures such as lagging these variables or managing them as exogenous. That contributes to probable biased estim