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The inclusion of time-varying covariates into survival Assessment has led to raised predictions of time to default in behavioural credit rating scoring products. On the other hand, when these time-varying covariates are endogenous, there are two key difficulties: estimation bias in the survival model and not enough a prediction framework for potent
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