Deep Learning Enhanced Multivariate GARCH

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

This paper introduces a novel multivariate volatility modeling framework, named Long Short-Term Memory enhanced BEKK (LSTM-BEKK), that integrates deep learning into multivariate GA…