An alternative specification of generalized linear mixed models

DOI10.1016/j.csda.2009.09.030zbMath1464.62154OpenAlexW2012946106MaRDI QIDQ962289

Nicola Sartori, Thomas A. Severini, Elisabetta Marras

Publication date: 6 April 2010

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

Full work available at URL: https://doi.org/10.1016/j.csda.2009.09.030

Mathematics Subject Classification ID

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

Uses Software

• R
• lme4
• glmmAK

Cites Work

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• Generalized linear mixed model with a penalized Gaussian mixture as a random effects distribution
• Misspecified maximum likelihood estimates and generalised linear mixed models
• Modified profile likelihoods in models with stratum nuisance parameters
• Separating Between- and Within-Cluster Covariate Effects by Using Conditional and Partitioning Methods
• Estimation in generalized linear models with random effects
• Between- and Within-Cluster Covariate Effects in the Analysis of Clustered Data
• Marginally Specified Logistic‐Normal Models for Longitudinal Binary Data
• Prediction of Random Effects in the Generalized Linear Model
• Bias correction in generalised linear mixed models with a single component of dispersion
• A simple approach for the analysis of generalizea linear mixed models
• Integrated likelihood functions for non-Bayesian inference
• The Asymptotic Distribution of Conditional Likelihood Ratio Tests

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