A Bayesian test of independence in a two-way contingency table using surrogate sampling

DOI10.1016/j.jspi.2013.03.011zbMath1428.62252OpenAlexW2130125871MaRDI QIDQ389267

Dilli Bhatta, Joe Sedransk, Dhiman Bhadra, Balgobin Nandram

Publication date: 20 January 2014

Published in: Journal of Statistical Planning and Inference (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.jspi.2013.03.011

zbMATH Keywords

Bayes factorchi-squared testcluster tableRao-Scott approximationssampling-based methodsurrogate samplestotal table

Mathematics Subject Classification ID

Nonparametric hypothesis testing (62G10) Bayesian inference (62F15) Sampling theory, sample surveys (62D05) Contingency tables (62H17)

Related Items (4)

Bayesian testing for independence of two categorical variables under two-stage cluster sampling with covariates ⋮ Bayesian inference on contingency tables with uncertainty about independence for small areas ⋮ A pooled Bayes test of independence for sparse contingency tables from small areas ⋮ A likelihood ratio test of quasi-independence for sparse two-way contingency tables

Uses Software

• BayesDA

Cites Work

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• Sample surveys: Design, methods and applications.
• On chi-squared tests for multiway contingency tables with cell proportions estimated from survey data
• Adjusted chi-squared tests for cross-classified tables of survey data
• Ignorable and informative designs in survey sampling inference
• Analysis of contingency tables under cluster sampling
• Chi-Squared Tests with Survey Data
• The Analysis of Categorical Data From Complex Sample Surveys: Chi-Squared Tests for Goodness of Fit and Independence in Two-Way Tables
• Tests of Independence on Two-Way Tables under Cluster Sampling: An Evaluation
• The Effect of Two-Stage Sampling on Ordinary Least Squares Methods
• Bayes Factors

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