High dimensional Bayesian inference for Gaussian directed acyclic graph models

Emanuel Ben-David, Tianxi Li, Helene Massam +1

We study centered Gaussian models Markov with respect to a directed acyclic graph (DAG) whose vertices have a fixed parent ordering. We construct a conjugate family on the modified…