The beta-binomial convolution model for \(2 \times 2\) tables with missing cell counts

DOI10.1111/j.1467-9574.2008.00404.xMaRDI QIDQ6573687

Rob Eisinga

Publication date: 17 July 2024

Published in: Statistica Neerlandica (Search for Journal in Brave)

zbMATH Keywords

expectation-maximization algorithmbias correctionecological inferencebeta-binomial distributionmissing information principle\(2 \times 2\) tableFisher information lossconvolution likelihood

Mathematics Subject Classification ID

Linear inference, regression (62Jxx) Parametric inference (62Fxx) Multivariate analysis (62Hxx)

Cites Work

• Do the marginal totals of a 2×2 contingency table contain information regarding the table proportions?
• Information loss for 2 × 2 tables with missing cell counts: binomial case
• The Combination of Ecological and Case–Control Data
• Maximum likelihood estimation of the parameters of the bivariate binomial distribution
• Aggregate Data, Ecological Regression, and Voting Transitions
• Binary Regression Using an Extended Beta-Binomial Distribution, With Discussion of Correlation Induced by Covariate Measurement Errors
• On modelling overdispersion of counts
• Bayesian and Frequentist Inference for Ecological Inference: The RxC Case
• Goodness of fit tests for discrete distributions
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