RePEcEconometrics & Forecasting

Forecasting GCC Financial Stress with Neural Networks

The research uses a One-Dimensional Convolutional Neural Network to predict financial stress in the GCC oil, stock, and bond markets, and finds that financial stress indices and oil significantly improve forecasting performance and risk hedging.