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Survival styles with time-different covariates (TVCs) are extensively Employed in the literature on credit history risk prediction. Nevertheless, when these covariates are endogenous, the inclusion treatment is limited to techniques which include lagging these variables or treating them as exogenous. That brings about achievable biased estimators (