Nested markov properties for acyclic directed mixed graphs

Conditional independence models associated with directed acyclic graphs (DAGs) may be characterized in at least three different ways: via a factorization, the global Markov property (given by the dseparation criterion), and the local Markov property. Marginals of DAG models also imply equality const...

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Bibliographic Details
Main Authors: Richardson, T, Robins, JM, Evans, RJ, Shpitser, I
Format: Journal article
Language:English
Published: Institute of Mathematical Statistics 2023