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The inclusion of time-varying covariates into survival Evaluation has led to better predictions of some time to default in behavioural credit rating scoring designs. Having said that, when these time-different covariates are endogenous, There are 2 main challenges: estimation bias on the survival product and insufficient a prediction framework for

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