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Publication:2788374
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zbMath1351.68211MaRDI QIDQ2788374

Jinzhu Jia, Bin Yu, Yang-Bo He

Publication date: 19 February 2016

Full work available at URL: http://jmlr.csail.mit.edu/papers/v16/he15a.html

Title: zbMATH Open Web Interface contents unavailable due to conflicting licenses.

zbMATH Keywords

causalitysize distributiondirected acyclic graphsMarkov equivalence class


Mathematics Subject Classification ID

Applications of graph theory (05C90) Learning and adaptive systems in artificial intelligence (68T05) Directed graphs (digraphs), tournaments (05C20)


Related Items (9)

A local method for identifying causal relations under Markov equivalence ⋮ An efficient algorithm for counting Markov equivalent DAGs ⋮ Fast causal orientation learning in directed acyclic graphs ⋮ Causal structure learning: a combinatorial perspective ⋮ Sound and complete causal identification with latent variables given local background knowledge ⋮ Counting Markov equivalence classes for DAG models on trees ⋮ A review of Gaussian Markov models for conditional independence ⋮ Unnamed Item ⋮ Beyond the mean: a flexible framework for studying causal effects using linear models


Uses Software

  • TETRAD



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