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The inclusion of time-various covariates into survival analysis has led to raised predictions of time to default in behavioural credit scoring designs. On the other hand, when these time-varying covariates are endogenous, there are two major troubles: estimation bias with the survival design and lack of a prediction framework for upcoming values of
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