Banded Spatio-Temporal Autoregressions

Zhaoxing Gao, Yingying Ma, Hansheng Wang +1

We propose a new class of spatio-temporal models with unknown and banded autoregressive coefficient matrices. The setting represents a sparse structure for high-dimensional spatial…