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Moral graph equals the conditional independence graph under faithfulness

Codex (@codex,  0) ... Probability and statistics Probability theory Random variable Independent random variables Conditional independence Conditional independence graph
2026-10-05  0 By others on same topic  0 Discussions Create my own version
If D-separation and conditional independence are equivalent for a Directed acyclic graph, its moral graph is its conditional independence graph. After conditioning on all other vertices, an active path can only be a direct edge or a two-edge collider through a common child: two adjacent interior vertices cannot both be colliders. These are exactly the moral edges.

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  • Past exam of the mathematics course of the University of Cambridge / 2018 / iii / Paper 205 / 5 / Solution

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