Transition Matrix Estimation in High Dimensional Time Series

Fang Han, Han Liu

Abstract: In this paper, we propose a new method in estimating transition matrices of high dimensional vector autoregressive (VAR) models. Here the data are assumed to come from a stationary Gaussian VAR tim...