Stratified exponential families: Graphical models and model selection

From MaRDI portal
Publication:1848869

DOI10.1214/aos/1009210550zbMath1012.62012OpenAlexW1849082027MaRDI QIDQ1848869

Christopher Meek, Dan Geiger, David Heckerman, Henry C. King

Publication date: 14 November 2002

Published in: The Annals of Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1214/aos/1009210550



Related Items

Bayesian networks for discrete multivariate data: An algebraic approach to inference, Staged tree models with toric structure, The curved exponential family of a staged tree, Marginalization and conditioning for LWF chain graphs, A new characterization of discrete decomposable graphical models, On the completeness of orientation rules for causal discovery in the presence of latent confounders and selection bias, Learning Subspaces of Different Dimensions, Discrete chain graph models, Algebraic factor analysis: tetrads, pentads and beyond, Tree cumulants and the geometry of binary tree models, Learning Bayesian networks by hill climbing: efficient methods based on progressive restriction of the neighborhood, A class of statistical models to weaken independence in two-way contingency tables, On the ideals of secant varieties to certain rational varieties, Stratified graphical models -- context-specific independence in graphical models, Compression schemes for concept classes induced by three types of discrete undirected graphical models, On the validity of the likelihood ratio and maximum likelihood methods, Consistent model selection of discrete Bayesian networks from incomplete data, Binary Models for Marginal Independence, Algebraic geometry of Bayesian networks, Kähler differentials for fat point schemes in \(\mathbb{P}^1\times\mathbb{P}^1\), Toric statistical models: parametric and binomial representations, Effective dimensions of partially observed polytrees, A note on one-factor analysis, On the toric algebra of graphical models, Markov processes on time-like graphs, Equations defining probability tree models, Identifiability of directed Gaussian graphical models with one latent source, Secant varieties of ℙ¹×⋯×ℙ¹ (𝕟-times) are NOT defective for 𝕟≥5, Likelihood ratio tests and singularities, Parametrizations and reference priors for multinomial decomposable graphical models, Higher secant varieties of the Segre varieties \(\mathbb P^1\times\dots\times\mathbb P^1\), The Hitchhiker guide to: secant varieties and tensor decomposition, Geometry, moments and conditional independence trees with hidden variables., Ancestral graph Markov models., Singularity Structures and Impacts on Parameter Estimation in Finite Mixtures of Distributions


Uses Software


Cites Work