Joint generalized estimating equations for longitudinal binary data

DOI10.1016/j.csda.2020.107110OpenAlexW3092480546MaRDI QIDQ829746

Youjun Huang, Jian-Xin Pan

Publication date: 6 May 2021

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

Full work available at URL: https://www.research.manchester.ac.uk/portal/en/publications/joint-generalized-estimating-equations-for-longitudinal-binary-data(ed153450-1b2b-4642-8bfb-3e7b23c581ea).html

zbMATH Keywords

generalized estimating equationscorrelation coefficientsjoint mean and correlation parameter estimationlongitudinally correlated binary data

Mathematics Subject Classification ID

Statistics (62-XX)

Related Items (1)

Latent Gaussian copula models for longitudinal binary data

Uses Software

• geepack

Cites Work

• Longitudinal data analysis using generalized linear models
• Matching conditional and marginal shapes in binary random intercept models using a bridge distribution function
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• Akaike's Information Criterion in Generalized Estimating Equations
• Correlated Binary Regression with Covariates Specific to Each Binary Observation
• Estimating Equations for Parameters in Means and Covariances of Multivariate Discrete and Continuous Responses
• Miscellanea. On the efficiency of regression estimators in generalised linear models for longitudinal data
• Modelling multivariate binary data with alternating logistic regressions
• Nonparametric Estimation of Covariance Structure in Longitudinal Data
• Marginally Specified Logistic‐Normal Models for Longitudinal Binary Data
• On the Accuracy of Efficiency of Estimating Equation Approach
• Efficiency of Generalized Estimating Equations for Binary Responses
• A likelihood-based method for analysing longitudinal binary responses
• On the use of a working correlation matrix in using generalised linear models for repeated measures

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