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The inclusion of time-varying covariates into survival Investigation has led to higher predictions of the time to default in behavioural credit score scoring designs. However, when these time-various covariates are endogenous, There are 2 major troubles: estimation bias of the survival model and insufficient a prediction framework for future values

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