Bayesian Graphical Models under Positivity Constraints: A Scalable Generalized Likelihood Approach

Swarnali Raha, Partha Sarkar, Sirani M. Perera +2

We develop a computationally scalable Bayesian framework for precision matrix estimation in Gaussian graphical models under total positivity constraints. To overcome the high compu…