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- W1999463674 abstract "Ancestral graphs can encode conditional independence relations that arise in directed acyclic graph (DAG) models with latent and selection variables. However, for any ancestral graph, there may be several other graphs to which it is Markov equivalent. We state and prove conditions under which two maximal ancestral graphs are Markov equivalent to each other, thereby extending analogous results for DAGs given by other authors. These conditions lead to an algorithm for determining Markov equivalence that runs in time that is polynomial in the number of vertices in the graph." @default.
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- W1999463674 date "2009-10-01" @default.
- W1999463674 modified "2023-10-02" @default.
- W1999463674 title "Markov equivalence for ancestral graphs" @default.
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- W1999463674 doi "https://doi.org/10.1214/08-aos626" @default.
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