Survival products with time-different covariates (TVCs) are greatly used in the literature on credit score risk prediction. Nevertheless, when these covariates are endogenous, the inclusion method has long been limited to procedures such as lagging these variables or treating them as exogenous. That leads to probable biased estimators (based on the
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