A new characterization of discrete decomposable graphical models

DOI10.1090/proc/16212OpenAlexW3161754242MaRDI QIDQ5060373

Eliana Duarte, Liam Solus

Publication date: 10 January 2023

Published in: Proceedings of the American Mathematical Society (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/2105.05907

zbMATH Keywords

directed acyclic graphtoric idealBayesian networkalgebraic statisticsprobability treesdecomposable modelscontext-specific independence

Mathematics Subject Classification ID

Gröbner bases; other bases for ideals and modules (e.g., Janet and border bases) (13P10) Applications of commutative algebra (e.g., to statistics, control theory, optimization, etc.) (13P25) Probabilistic graphical models (62H22) Algebraic statistics (62R01)

Related Items

Algebraic structures in statistical methodology. Abstracts from the workshop held December 4--10, 2022, Toric and Non-toric Bayesian Networks

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