The inclusion of time-different covariates into survival analysis has led to raised predictions of the time to default in behavioural credit rating scoring models. Nonetheless, when these time-various covariates are endogenous, There are 2 big challenges: estimation bias from the survival design and deficiency of a prediction framework for upcoming