Omar Shawkey

Neuro-Symbolic Frameworks for Corporate Leverage and Debt Maturity: Evidence from Econometric and Machine Learning Models

Forecasting corporate leverage adjustments remains challenging due to persistent financing behavior, firm heterogeneity, and changing macroeconomic conditions. This study investigates whether increasing model complexity improves the forecasting of corporate leverage adjustment by...