Second-order generalized estimating equations for correlated count data

DOI10.1007/s00180-015-0599-1zbMath1342.65037OpenAlexW783125270MaRDI QIDQ736660

George Kalema, Geert Molenberghs, Wondwosen Kassahun

Publication date: 4 August 2016

Published in: Computational Statistics (Search for Journal in Brave)

Full work available at URL: http://hdl.handle.net/1942/20859

zbMATH Keywords

generalized linear modelsbivariate Poisson distributionsandwich estimatorfirst four momentslongitudinal count datatime varying covariates

Mathematics Subject Classification ID

Computational methods for problems pertaining to statistics (62-08) Generalized linear models (logistic models) (62J12)

Uses Software

• SAS
• Fahrmeir
• QLS
• GEE2Counts

Cites Work

• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Longitudinal data analysis using generalized linear models
• Generalized estimating equations.
• An extended random-effects approach to modeling repeated, overdispersed count data
• A family of generalized linear models for repeated measures with normal and conjugate random effects
• Multivariate statistical modelling based on generalized linear models. With contributions by Wolfgang Hennevogl
• Conditional and marginal models: another view (with comments and rejoinder)
• Models for discrete longitudinal data.
• Modelling of covariance structures in generalised estimating equations for longitudinal data
• A Score Test for Testing a Zero‐Inflated Poisson Regression Model Against Zero‐Inflated Negative Binomial Alternatives
• Some Covariance Models for Longitudinal Count Data with Overdispersion
• Correlated Binary Regression with Covariates Specific to Each Binary Observation
• Estimating Equations for Parameters in Means and Covariances of Multivariate Discrete and Continuous Responses
• An EM algorithm for multivariate Poisson distribution and related models
• Negative binomial and mixed poisson regression
• Zero-Inflated Poisson Regression, with an Application to Defects in Manufacturing
• On a bivariate poisson distribution
• REGRESSION IN THE BIVARIATE POISSON DISTRIBUTION
• Approximate Inference in Generalized Linear Mixed Models
• Generalized Estimating Equations
• On the use of a working correlation matrix in using generalised linear models for repeated measures
• Generalized linear mixed models a pseudo-likelihood approach
• A Note on the Use of Unbiased Estimating Equations to Estimate Correlation in Analysis of Longitudinal Trials
• Semiparametric Mean–Covariance Regression Analysis for Longitudinal Data
• Analysis of Longitudinal Data With Semiparametric Estimation of Covariance Function
• Unbiased Estimating Equations From Working Correlation Models for Irregularly Timed Repeated Measures
• Multivariate statistical modelling based on generalized linear models.

This page was built for publication: Second-order generalized estimating equations for correlated count data