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Survival styles with time-different covariates (TVCs) are widely used in the literature on credit history risk prediction. Nevertheless, when these covariates are endogenous, the inclusion process has been restricted to practices for instance lagging these variables or managing them as exogenous. That causes achievable biased estimators (depending