Discrete max-linear Bayesian networks

DOI10.2140/astat.2021.12.213zbMath1479.13037arXiv2102.03426OpenAlexW4205690420MaRDI QIDQ2076295

Benjamin Hollering, Seth Sullivant

Publication date: 16 February 2022

Published in: Algebraic Statistics (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/2102.03426

zbMATH Keywords

toric idealtropical geometryconjunctive Bayesian networkmax-linear Bayesian network

Mathematics Subject Classification ID

Toric varieties, Newton polyhedra, Okounkov bodies (14M25) Applications of commutative algebra (e.g., to statistics, control theory, optimization, etc.) (13P25) Commutative rings defined by binomial ideals, toric rings, etc. (13F65)

Cites Work

• Unnamed Item
• Max-linear models on directed acyclic graphs
• Evolution on distributive lattices
• Algebraic geometry of Bayesian networks
• Conjunctive Bayesian networks
• Markov models for accumulating mutations
• Algebraic Statistics
• Binomial Ideals
• Identifiability and estimation of recursive max‐linear models

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