Coloured Graphical Models and their Symmetries
Algebraic Geometry
2025-01-14 v5 Statistics Theory
Statistics Theory
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.
Cite
@article{arxiv.2012.01905,
title = {Coloured Graphical Models and their Symmetries},
author = {Isobel Davies and Orlando Marigliano},
journal= {arXiv preprint arXiv:2012.01905},
year = {2025}
}
Comments
Corrected mistake on p. 11