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Coloured Graphical Models And Their Symmetries
MPI Math Sci, Leipzig, Germany..
KTH, School of Engineering Sciences (SCI), Mathematics (Dept.).
2021 (English)In: Le Matematiche, ISSN 2037-5298, E-ISSN 0373-3505, Vol. 76, no 2, p. 501-515Article in journal (Refereed) Published
Abstract [en]

Coloured graphical models are Gaussian statistical models determined by an undirected coloured graph. These models can be described by linear spaces of symmetric matrices. We outline a relationship between the symmetries of the graph and the linear forms that vanish on the reciprocal variety of the model. In particular, we give four families for which such linear forms are completely described by symmetries.

Place, publisher, year, edition, pages
UNIV STUDI CATANIA, DIPT MATEMATICA , 2021. Vol. 76, no 2, p. 501-515
Keywords [en]
Coloured graphs, Gaussian graphical models, graph symmetries
National Category
Probability Theory and Statistics
Identifiers
URN: urn:nbn:se:kth:diva-305404DOI: 10.4418/2021.76.2.13ISI: 000716999100012Scopus ID: 2-s2.0-85114957563OAI: oai:DiVA.org:kth-305404DiVA, id: diva2:1615930
Note

QC 20211201

Available from: 2021-12-01 Created: 2021-12-01 Last updated: 2022-06-25Bibliographically approved

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Marigliano, Orlando

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