Faster algorithms for Markov equivalence

Maximal ancestral graphs (MAGs) have many desirable properties; in particular they can fully describe conditional independences from directed acyclic graphs (DAGs) in the presence of latent and selection variables. However, different MAGs may encode the same conditional independences, and are said t...

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Bibliographic Details
Main Authors: Hu, Z, Evans, R
Format: Journal article
Language:English
Published: Journal of Machine Learning Research 2020