High-dimensional vector autoregressive time series modeling via tensor decomposition

Di Wang, Yao Zheng, Heng Lian +1

The classical vector autoregressive model is a fundamental tool for multivariate time series analysis. However, it involves too many parameters when the number of time series and l…