An Efficient and Interpretable Autoregressive Model for High-Dimensional Tensor-Valued Time Series

Yuxi Cai, Lan Li, Yize Wang +1

In autoregressive modeling for tensor-valued time series, Tucker decomposition, when applied to the coefficient tensor, provides a clear interpretation of supervised factor modelin…