On the Markov equivalence of maximal ancestral graphs
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Publication:2574688
zbMath1092.05066MaRDI QIDQ2574688
Hui Zhao, Zhongguo Zheng, Baijun Liu
Publication date: 30 November 2005
Published in: Science in China. Series A (Search for Journal in Brave)
Markov chains (discrete-time Markov processes on discrete state spaces) (60J10) Combinatorial probability (60C05) Graph theory (05C99) Neural nets and related approaches to inference from stochastic processes (62M45)
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Markov equivalence for ancestral graphs ⋮ On the completeness of orientation rules for causal discovery in the presence of latent confounders and selection bias ⋮ Markov equivalence of marginalized local independence graphs ⋮ Sequences of regressions and their independences ⋮ Sound and complete causal identification with latent variables given local background knowledge ⋮ On the causal interpretation of acyclic mixed graphs under multivariate normality
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