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Survival models with time-different covariates (TVCs) are greatly Employed in the literature on credit rating hazard prediction. Having said that, when these covariates are endogenous, the inclusion procedure continues to be limited to tactics like lagging these variables or managing them as exogenous. That results in feasible biased estimators (wi