Jonas Brunholm

A Functional Representation of Credit Behavior for Probability of Default Modeling

This paper proposes a framework for modeling probability of default via functional data analysis. By representing a series of credit variables as functions, we investigate whether intra-monthly information improves default predictability in linear models. We further show how a range of widely used variables, among them...