Estimation of High-Dimensional Markov-Switching VAR Models with an Approximate EM Algorithm

Xiudi Li, Abolfazl Safikhani, Ali Shojaie

Regime shifts in high-dimensional time series arise naturally in many applications, from neuroimaging to finance. This problem has received considerable attention in low-dimensiona…