Canonical representation of conditionally specified multivariate discrete distributions

DOI10.1016/j.jmva.2008.11.010zbMath1159.62037OpenAlexW1968009715MaRDI QIDQ1012542

Yuchung J. Wang, Edward H. Ip

Publication date: 21 April 2009

Published in: Journal of Multivariate Analysis (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.jmva.2008.11.010

zbMATH Keywords

exponential familycanonical parametercharacterizing set of interactionscompatibility checknear-compatiblepseudo-Gibbs sampler

Mathematics Subject Classification ID

Multivariate distribution of statistics (62H10) Characterization and structure theory for multivariate probability distributions; copulas (62H05) Exact distribution theory in statistics (62E15) Characterization and structure theory of statistical distributions (62E10)

Related Items (11)

Comparisons of Three Approaches for Discrete Conditional Models ⋮ Compatibility results for conditional distributions ⋮ A simple algorithm for checking compatibility among discrete conditional distributions ⋮ Exactly and almost compatible joint distributions for high-dimensional discrete conditional distributions ⋮ A note on compatibility of conditional autoregressive models ⋮ On compatibility of discrete full conditional distributions: a graphical representation approach ⋮ Gibbs ensembles for nearly compatible and incompatible conditional models ⋮ Analytical computation of pseudo-Gibbs distributions for dependency networks ⋮ Conditional models: coherence and inference through sequences of joint mass functions ⋮ An alternative approach for compatibility of two discrete conditional distributions ⋮ Compatibility of discrete conditional distributions with structural zeros

Cites Work

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• Conditionally specified distributions: An introduction. (With comments and a rejoinder).
• Exact and near compatibility of discrete conditional distributions
• Compatibility of partial or complete conditional probability specifications
• Specification of distributions by combinations of marginal and conditional distributions
• Locally dependent latent trait model for polytomous responses with application to inventory of hostility
• Sufficient parameters: Solution of the minimal dimensionality problem
• Compatible Conditional Distributions
• General conditional specification models
• Multiple imputation of discrete and continuous data by fully conditional specification

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