Articles by Emmanuel Alanis

• Original research

Benchmarking machine learning models to predict corporate bankruptcy

Based on a comprehensive sample, the authors benchmark machine learning models in the prediction of financial distress of publicly traded US firms, with gradient-boosted tress outperforming other models in one-year-ahead forecasts.

• 08 Jun 2023