D-separation blocks paths through conditioned noncolliders and through unconditioned colliders without conditioned descendants.
On a path in a directed graph, an interior vertex is a collider when both adjacent path edges have arrowheads pointing into it. A path through a collider is blocked unless that collider or one of its descendants is conditioned upon.
An unshielded collider in a Directed acyclic graph is a triple with and nonadjacent. The absence of an edge between its outer vertices makes this orientation detectable from conditional independence information under faithfulness of a directed acyclic graph.
Conditioned on its parents, a vertex is d-separated from all nondescendants other than those parents.
The global Markov property of a Directed acyclic graph says that d-separation of vertex sets and by implies conditional independence of the corresponding random vectors given the variables at .
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