Saurabh Singh

A Machine Learning–Based Public Market Equivalent Framework for Estimating Default Risk in Private Credit

In this article, the authors introduce a public market equivalent framework to estimate default risk for private firms when financial statement fundamentals are unavailable or stale. The approach learns a supervised similarity metric from publicly traded corporate bond (from both public and private issuers) characteris...