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Survival types with time-varying covariates (TVCs) are broadly Utilized in the literature on credit rating danger prediction. Nonetheless, when these covariates are endogenous, the inclusion method has been limited to procedures such as lagging these variables or managing them as exogenous. That leads to probable biased estimators (according to the