On Joint Estimation of Gaussian Graphical Models for Spatial and Temporal Data

Zhixiang Lin, Tao Wang, Can Yang +1

In this paper, we first propose a Bayesian neighborhood selection method to estimate Gaussian Graphical Models (GGMs). We show the graph selection consistency of this method in the…