Predicting Credit Spreads and Ratings with Machine Learning: The Role of Non-Financial Data

Yanran Wu, Xinlei Zhang, Quanyi Xu +2

We build a 167-indicator comprehensive credit risk indicator set, integrating macro, corporate financial, bond-specific indicators, and for the first time, 30 large-scale corporate…