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Survival products with time-varying covariates (TVCs) are broadly used in the literature on credit rating chance prediction. Having said that, when these covariates are endogenous, the inclusion technique continues to be limited to procedures for example lagging these variables or managing them as exogenous. That causes possible biased estimators (