Reduced-Rank Covariance Estimation in Vector Autoregressive Modeling

Richard A. Davis, Pengfei Zang, Tian Zheng

We consider reduced-rank modeling of the white noise covariance matrix in a large dimensional vector autoregressive (VAR) model. We first propose the reduced-rank covariance estima…