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Survival products with time-different covariates (TVCs) are extensively used in the literature on credit score danger prediction. Even so, when these covariates are endogenous, the inclusion method has long been limited to methods for instance lagging these variables or treating them as exogenous. That contributes to attainable biased estimators (w