The Complexity of Morality: Checking Markov Blanket Consistency with DAGs via Morality

Yang Li, Kevin Korb, Lloyd Allison

A family of Markov blankets in a faithful Bayesian network satisfies the symmetry and consistency properties. In this paper, we draw a bijection between families of consistent Mark…