A Structural Matrix Autoregressive Model for the Joint Dynamics of Volume, Volatility, and Returns

Andrea Bucci, Giulio Palomba, Eduardo Rossi

This paper proposes a Structural Matrix Autoregressive (SMAR) model for the joint analysis of asset returns, realized volatility, and trading volume in a large-dimensional setting.…