Unified GARCH-Recurrent Neural Network in Financial Volatility Forecasting

Jingyi Wei, Steve Yang, Zhenyu Cui

In this study, we develop a unified volatility modeling framework that embeds GARCH dynamics directly within recurrent neural networks. We propose two interpretable hybrid architec…