The author puts forward s a governance-aligned framework for probability of default modeling under class imbalance, combining domain-informed feature ...

We develop a mixed-frequency, tree-based, gradient-boosting model designed to assess the default risk of privately held firms in real time. The model uses data from publicly-traded companies to ...