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Survival products with time-varying covariates (TVCs) are commonly used in the literature on credit threat prediction. On the other hand, when these covariates are endogenous, the inclusion treatment has become limited to tactics including lagging these variables or treating them as exogenous. That brings about feasible biased estimators (based on