An empirical $G$-Wishart prior for sparse high-dimensional Gaussian graphical models

Chang Liu, Ryan Martin

In Gaussian graphical models, the zero entries in the precision matrix determine the dependence structure, so estimating that sparse precision matrix and, thereby, learning this un…