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Survival designs with time-different covariates (TVCs) are greatly used in the literature on credit rating hazard prediction. On the other hand, when these covariates are endogenous, the inclusion process has actually been restricted to techniques such as lagging these variables or managing them as exogenous. That results in possible biased estimat