Minimal Markov blanket under faithfulness
ID: minimal-markov-blanket-under-faithfulness
Under faithfulness of a directed acyclic graph, every conditioning set screening a vertex from all remaining vertices contains its graphical Markov blanket. A missing adjacent vertex leaves a one-edge active path; a missing other parent of a child leaves the active path , since the child is necessarily conditioned. Thus the graphical blanket is the unique smallest screening set.
New to topics? Read the docs here!