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Survival models with time-different covariates (TVCs) are widely Employed in the literature on credit rating hazard prediction. Having said that, when these covariates are endogenous, the inclusion procedure continues to be restricted to techniques like lagging these variables or treating them as exogenous. That results in possible biased estimator

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