Gaussian covariance faithful Markov trees

DOI10.1155/2011/152942zbMath1233.62172arXiv0912.2407OpenAlexW2963022041WikidataQ58691992 ScholiaQ58691992MaRDI QIDQ764409

Bala Rajaratnam, Dhafer Malouche

Publication date: 13 March 2012

Published in: Journal of Probability and Statistics (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/0912.2407

Mathematics Subject Classification ID

Multivariate distribution of statistics (62H10) Characterization and structure theory for multivariate probability distributions; copulas (62H05) Applications of graph theory (05C90) Inference from stochastic processes (62M99)

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Uses Software

• MIM

Cites Work

• Determining full conditional independence by low-order conditioning
• Covariance chains
• Flexible covariance estimation in graphical Gaussian models
• Wishart distributions for decomposable covariance graph models
• Covariance decomposition in undirected Gaussian graphical models
• Introduction to Graphical Modelling
• On a Dualization of Graphical Gaussian Models: A Correction Note
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