Generalized linear models with clustered data: fixed and random effects models

DOI10.1016/J.CSDA.2011.06.011zbMath1271.62161OpenAlexW2076656179MaRDI QIDQ1942893

Göran Broström, Henrik Holmberg

Publication date: 14 March 2013

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

Full work available at URL: https://doi.org/10.1016/j.csda.2011.06.011

zbMATH Keywords

Poisson distributionGauss-Hermite quadratureLaplace approximationprofilingBernoulli distributionimplicit derivation

Mathematics Subject Classification ID

Software, source code, etc. for problems pertaining to statistics (62-04) Generalized linear models (logistic models) (62J12)

Related Items (3)

Simultaneous variable selection and estimation for multivariate multilevel longitudinal data with both continuous and binary responses ⋮ Unnamed Item ⋮ Comparison of different computational implementations on fitting generalized linear mixed-effects models for repeated count measures

Uses Software

• Unnamed Item
• Unnamed Item
• MASS (R)
• lme4
• glmmML
• MEMSS
• glmmBUGS
• glmmAK

Cites Work

• Unnamed Item
• Detecting random-effects model misspecification via coarsened data
• Generalized linear mixed model with a penalized Gaussian mixture as a random effects distribution
• Models for discrete longitudinal data.
• An Extension of Cox's Regression Model
• Statistical Analysis of Financial Data in S-Plus
• On the Effect of the Number of Quadrature Points in a Logistic Random Effects Model: An Example
• A note on the use of Laplace's approximation for nonlinear mixed-effects models
• Partial likelihood
• Mixed-Effects Models in S and S-PLUS

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