Distributional equivalence and structure learning for bow-free acyclic path diagrams

DOI10.1214/17-EJS1372zbMath1384.62209arXiv1508.01717OpenAlexW2964161256MaRDI QIDQ1689000

Peng Zhang

Publication date: 12 January 2018

Published in: Electronic Journal of Statistics (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1508.01717

zbMATH Keywords

latent variablescausal inferencestructural equation modelsstructure learninghidden variablesgreedy searchpath diagramsdistributional equivalence

Mathematics Subject Classification ID

Multivariate analysis (62H99) Estimation in multivariate analysis (62H12)

Related Items (4)

Computation of maximum likelihood estimates in cyclic structural equation models ⋮ greedyBAPs ⋮ Unnamed Item ⋮ Logic of causal inference from data under presence of latent confounders

Uses Software

• R
• mvtnorm
• ggm
• TETRAD

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