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The inclusion of your time-varying covariates into survival Examination has led to better predictions of some time to default in behavioural credit scoring types. Nevertheless, when these time-varying covariates are endogenous, There are 2 major troubles: estimation bias of the survival design and lack of a prediction framework for long term values