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Survival types with time-different covariates (TVCs) are greatly used in the literature on credit hazard prediction. However, when these covariates are endogenous, the inclusion treatment is restricted to tactics like lagging these variables or dealing with them as exogenous. That contributes to feasible biased estimators (with regards to the power