Structural Markov graph laws for Bayesian model uncertainty

Simon Byrne, A. Philip Dawid

This paper considers the problem of defining distributions over graphical structures. We propose an extension of the hyper Markov properties of Dawid and Lauritzen [Ann. Statist. 2…