Survival styles with time-varying covariates (TVCs) are greatly Utilized in the literature on credit risk prediction. Having said that, when these covariates are endogenous, the inclusion technique has long been limited to procedures for example lagging these variables or treating them as exogenous. That contributes to probable biased estimators (b