The inclusion of time-different covariates into survival analysis has led to raised predictions of time to default in behavioural credit score scoring styles. Nonetheless, when these time-varying covariates are endogenous, There are 2 main issues: estimation bias on the survival model and deficiency of a prediction framework for potential values of

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