Implications of faithfulness in graphical models

DOI10.1007/s13571-021-00271-0OpenAlexW3210834931MaRDI QIDQ2091316

Dhafer Malouche

Publication date: 1 November 2022

Published in: Sankhyā. Series B (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s13571-021-00271-0

zbMATH Keywords

correlationcovariancegraphical models

Mathematics Subject Classification ID

Measures of association (correlation, canonical correlation, etc.) (62H20) Characterization and structure theory for multivariate probability distributions; copulas (62H05) Probabilistic graphical models (62H22)

Uses Software

• MIM

Cites Work

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• Determining full conditional independence by low-order conditioning
• Estimation of a covariance matrix with zeros
• Introduction to Graphical Modelling
• On a Dualization of Graphical Gaussian Models: A Correction Note
• Low-Order Conditional Independence Graphs for Inferring Genetic Networks

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