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Coloured Graphical Models and their Symmetries

  • arXiv (Cornell University)
  • Cornell University
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Abstract

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.

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Publication details

DOI
10.48550/arxiv.2012.01905
OpenAlex
W3107017450
Document type
preprint
Language
EN
Source
arXiv (Cornell University)
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