Supervised Factor Modeling for High-Dimensional Linear Time Series

Feiqing Huang, Kexin Lu, Guodong Li

Motivated by Tucker tensor decomposition, this paper imposes low-rank structures to the column and row spaces of coefficient matrices in a multivariate infinite-order vector autore…