A Contrasting Study of Likelihood Methods for the Analysis of Longitudinal Binary Data

DOI10.1080/03610926.2012.752847zbMath1297.62128OpenAlexW2025113081MaRDI QIDQ2921852

Weiming Yang, Narasinga Rao Chaganty

Publication date: 14 October 2014

Published in: Communications in Statistics - Theory and Methods (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/03610926.2012.752847

zbMATH Keywords

likelihood methodsmultivariate probit modelfirst-order Markov chain

Mathematics Subject Classification ID

Estimation in multivariate analysis (62H12) Asymptotic distribution theory in statistics (62E20) Measures of association (correlation, canonical correlation, etc.) (62H20) Exact distribution theory in statistics (62E15)

Related Items (1)

Multivariate distributions of correlated binary variables generated by pair-copulas

Cites Work

• Statistical inference in Bernoulli trials with dependence
• Statistical Inference about Markov Chains
• Logistic regression for autocorrelated data with application to repeated measures
• A family of multivariate binary distributions for simulating correlated binary variables with specified marginal means and correlations
• Efficiency of Generalized Estimating Equations for Binary Responses
• A likelihood-based method for analysing longitudinal binary responses
• Range of correlation matrices for dependent Bernoulli random variables
• Approximations to the multivariate normal integral

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