The inclusion of time-varying covariates into survival analysis has led to higher predictions of the time to default in behavioural credit scoring products. Even so, when these time-various covariates are endogenous, There's two big challenges: estimation bias on the survival product and insufficient a prediction framework for foreseeable future va

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