Decomposable context-specific models
DOI10.1137/23M1575111MaRDI QIDQ6562373
Yulia Alexandr, Eliana Duarte, Julian Vill
Publication date: 26 June 2024
Published in: SIAM Journal on Applied Algebra and Geometry (Search for Journal in Brave)
directed acyclic graphtoric idealBayesian networkalgebraic statisticsprobability treesdecomposable modelscontext-specific independence
Gröbner bases; other bases for ideals and modules (e.g., Janet and border bases) (13P10) Graphical methods in statistics (62A09) Applications of commutative algebra (e.g., to statistics, control theory, optimization, etc.) (13P25) Algebraic statistics (62R01)
Cites Work
- Title not available (Why is that?)
- Title not available (Why is that?)
- Title not available (Why is that?)
- Title not available (Why is that?)
- Conditional independence and chain event graphs
- Discovery of statistical equivalence classes using computer algebra
- Learning discrete decomposable graphical models via constraint optimization
- Stratified graphical models -- context-specific independence in graphical models
- Equivalence classes of staged trees
- Labeled directed acyclic graphs: a generalization of context-specific independence in directed graphical models
- Algebraic algorithms for sampling from conditional distributions
- Stratified exponential families: Graphical models and model selection
- Gröbner bases for staged trees
- Discrete statistical models with rational maximum likelihood estimator
- Equations defining probability tree models
- Algebraic geometry of Bayesian networks
- Toric fiber products
- On the toric algebra of graphical models
- A Logical Approach to Context-Specific Independence
- Labelled Graphical Models
- Algebraic Statistics
- A new characterization of discrete decomposable graphical models
- Ideals, Varieties, and Algorithms
This page was built for publication: Decomposable context-specific models
Report a bug (only for logged in users!)Click here to report a bug for this page (MaRDI item Q6562373)
