Binomiality of colored Gaussian models
Combinatorics
2025-07-10 v1 Algebraic Geometry
Statistics Theory
Statistics Theory
Abstract
Following earlier work by Coons-Maraj-Misra-Sorea and Misra-Sullivant, we study colored, undirected Gaussian graphical models, and present a necessary and sufficient condition for such a model to have binomial vanishing ideal. These conditions involve Jordan schemes, a variant of association schemes, well-known structures in algebraic combinatorics. Using association schemes without transitive group action, we refute the conjecture by Coons-Maraj-Misra-Sorea that binomiality implies that the color classes must be orbits under the automorphism group of the colored graph.
Cite
@article{arxiv.2507.06437,
title = {Binomiality of colored Gaussian models},
author = {Benjamin Biaggi and Jan Draisma and Magdaléna Mišinová},
journal= {arXiv preprint arXiv:2507.06437},
year = {2025}
}
Comments
20 pages; comments welcome!