Independence relationships implied by D-separation in the Bayesian model of a causal tree are preserved by the maximum entropy model
Dawn E. Holmes · AIP conference proceedings · 2001
The notion of conditional independence is fundamental to causal networks. In this paper, it is proved that the independence relationships inherent in the Bayesian model are preserved by the maximum entropy model.