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. Author manuscript; available in PMC: 2014 Oct 3.
Published in final edited form as: J Mach Learn Res. 2013 Feb;14:499–566.

Figure 3.

Figure 3

Graphical illustration of a Markov blanket in an ancestral graph. a) Data-generative DAG, variables H1 and H2 are latent. b) Corresponding ancestral graph. The set of parents, children, and spouses of T are shown in blue. Vertices connected with T or children of T by a bi-directed path and their respective parents are shown in red and are underlined. If the global Markov condition holds for the graph and joint probability distribution, a Markov blanket of T consists of vertices shown in blue and red. All grey vertices will be then independent of T conditioned on the Markov blanket.