Bayesian estimation of unrestricted and order-restricted association models for a two-way contingency table

DOI10.1016/j.csda.2006.08.013zbMath1162.62324OpenAlexW2114852467MaRDI QIDQ1020128

Ioannis Ntzoufras, Maria Kateri, George Iliopoulos

Publication date: 29 May 2009

Published in: Computational Statistics and Data Analysis (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.csda.2006.08.013

zbMATH Keywords

MCMC methodscontingency tablesassociation modelsordinal classification variables

Mathematics Subject Classification ID

Parametric inference under constraints (62F30) Bayesian inference (62F15) Numerical analysis or methods applied to Markov chains (65C40) Contingency tables (62H17)

Related Items (9)

Multidimensional item response theory models with collateral information as Poisson regression models ⋮ Bayesian test on equality of score parameters in the order restricted RC association model ⋮ Bayesian inference about odds ratio structure in ordinal contingency tables ⋮ A general latent class model for performance evaluation of diagnostic tests in the absence of a gold standard: an application to Chagas disease ⋮ Dynamic association modeling in \(2\times 2\) contingency tables ⋮ Bootstrap confidence regions for correspondence analysis ⋮ Checking for model failure and for prior-data conflict with the constrained multinomial model ⋮ Robustness of classification rules that incorporate additional information ⋮ Bayesian model comparison for the order restricted RC association model

Uses Software

• AS 253
• DASSOC

Cites Work

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• Bayesian Testing and Estimation of Association in a Two-Way Contingency Table
• On collapsing categories in two-way contingency tables
• Bayesian Measures of Model Complexity and Fit
• Transdimensional Markov Chains

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