Analyzing multivariate longitudinal binary data: A generalized estimating equations approach

DOI10.2307/3315998zbMath1046.62073OpenAlexW2016120509MaRDI QIDQ4818486

Patrick J. Farrell, Brajendra Chandra Sutradhar

Publication date: 28 September 2004

Published in: Canadian Journal of Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.2307/3315998

zbMATH Keywords

random effectslogistic regressioncluster-correlated datasimulated quasi-likelihood

Mathematics Subject Classification ID

Asymptotic distribution theory in statistics (62E20) Nonparametric estimation (62G05) Generalized linear models (logistic models) (62J12)

Related Items (4)

On efficient inferences in familial-longitudinal binary models with two variance components ⋮ Methods for Generating Longitudinally Correlated Binary Data ⋮ On binary longitudinal mixed models in adaptive clinical trials ⋮ Spatio-temporal modelling of disease mapping of rates

Cites Work

• Unnamed Item
• Longitudinal data analysis using generalized linear models
• Correlated Binary Regression with Covariates Specific to Each Binary Observation
• Estimating Equations for Parameters in Means and Covariances of Multivariate Discrete and Continuous Responses
• Estimation in generalized linear models with random effects
• Consistent Estimators in Generalized Linear Mixed Models
• Miscellanea. On the efficiency of regression estimators in generalised linear models for longitudinal data
• Bias Correction in Generalized Linear Mixed Models With Multiple Components of Dispersion
• On approximate likelihood inference in a poisson mixed model
• Analysing longitudinal count data with overdispersion
• Estimation in an Empirical Bayes Model for Longitudinal and Cross-Sectionally Clustered Binary Data
• ON PSEUDO-LIKELIHOOD INFERENCE IN THE BINARY LONGITUDINAL MIXED MODEL
• Mixed Effects Models with Bivariate and Univariate Association Parameters for Longitudinal Bivariate Binary Response Data
• Approximate Inference in Generalized Linear Mixed Models
• Prediction of Random Effects in the Generalized Linear Model
• Bias correction in generalised linear mixed models with a single component of dispersion
• A higher-order approximation to likelihood inference in the Poisson mixed model
• On the efficiency of extended generalized estimating equation approaches

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