Deep Learning Enhanced Realized GARCH

Chen Liu, Chao Wang, Minh-Ngoc Tran +1

We propose a new approach to volatility modeling by combining deep learning (LSTM) and realized volatility measures. This LSTM-enhanced realized GARCH framework incorporates and di…