Coloured graphical models and their symmetries

Authors

  • I. Davies MPI for Mathematics in the Sciences, Germany
  • O. Marigliano KTH Royal Institute of Technology, Sweden

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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Published

2021-10-10

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Articoli