Practical marginalized multilevel models

DOI10.1002/sta4.22MaRDI QIDQ6537844

Brian S. Caffo, Michael E. Griswold, Scott L. Zeger, Bruce J. Swihart

Publication date: 14 May 2024

Published in: Stat (Search for Journal in Brave)

zbMATH Keywords

random effectslikelihood inferencelatent variablemarginal modelgeneralized linear mixed modelnonlinear mixed model

Mathematics Subject Classification ID

Statistics (62-XX)

Related Items (1)

Fitting marginal models in small samples: a simulation study of marginalized multilevel models and generalized estimating equations

Cites Work

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• Longitudinal data analysis using generalized linear models
• Matching conditional and marginal shapes in binary random intercept models using a bridge distribution function
• Flexible random intercept models for binary outcomes using mixtures of normals
• Unequal sampling for Monte Carlo EM algorithms.
• Models for Longitudinal Data: A Generalized Estimating Equation Approach
• Marginalized Binary Mixed-Effects Models with Covariate-Dependent Random Effects and Likelihood Inference
• Heteroscedastic Nonlinear Regression
• Bias Correction in Generalized Linear Mixed Models With Multiple Components of Dispersion
• Maximum Likelihood Algorithms for Generalized Linear Mixed Models
• Adjusting for Nonignorable Drop-Out Using Semiparametric Nonresponse Models
• Marginally Specified Logistic‐Normal Models for Longitudinal Binary Data
• Approximate Inference in Generalized Linear Mixed Models
• Mixed Models
• Generalized linear mixed models a pseudo-likelihood approach
• Robust Analysis of Generalized Linear Mixed Models

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