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Survival types with time-varying covariates (TVCs) are greatly used in the literature on credit risk prediction. However, when these covariates are endogenous, the inclusion technique has been limited to methods like lagging these variables or managing them as exogenous. That brings about attainable biased estimators (depending on the strength of y