Conditional mix-GEE models for longitudinal data with unspecified random-effects distributions

DOI10.1080/03610926.2016.1267763zbMath1462.62470OpenAlexW2564819387MaRDI QIDQ4634805

Lili Xu, Wen-Qing Ma, Zhichuan Zhu, Yanchun Xing

Publication date: 11 April 2018

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

Full work available at URL: https://doi.org/10.1080/03610926.2016.1267763

zbMATH Keywords

EM algorithmlongitudinal datarandom effectsmix-GEE

Mathematics Subject Classification ID

Estimation in multivariate analysis (62H12) Generalized linear models (logistic models) (62J12)

Related Items (1)

A methodology for improving efficiency estimation based on conditional mix-GEE models in longitudinal studies

Cites Work

• Unnamed Item
• Unnamed Item
• Unnamed Item
• Longitudinal data analysis using generalized linear models
• Random-Effects Models for Longitudinal Data
• Improving generalised estimating equations using quadratic inference functions
• Joint analysis of longitudinal data with additive mixed effect model for informative observation times
• The analysis of multivariate longitudinal data using multivariate marginal models
• Conditional inference about generalized linear mixed models
• Varying-coefficient mean-covariance regression analysis for longitudinal data
• Models for discrete longitudinal data.
• A finite mixture model for working correlation matrices in generalized estimating equations
• Efficient parameter estimation in longitudinal data analysis using a hybrid GEE method
• Working correlation structure misspecification, estimation and covariate design: Implications for generalised estimating equations performance
• Finite mixture models
• Approximate Inference in Generalized Linear Mixed Models
• Conditional Inference Functions for Mixed-Effects Models With Unspecified Random-Effects Distribution
• A Note on the Use of Unbiased Estimating Equations to Estimate Correlation in Analysis of Longitudinal Trials
• Efficient Estimation for Patient‐Specific Rates of Disease Progression Using Nonnormal Linear Mixed Models

This page was built for publication: Conditional mix-GEE models for longitudinal data with unspecified random-effects distributions