A Bayesian approach for partial Gaussian graphical models with sparsity

Eunice Okome Obiang, Pascal Jézéquel, Frédéric Proïa

We explore various Bayesian approaches to estimate partial Gaussian graphical models. Our hierarchical structures enable to deal with single-output as well as multiple-output linea…