Robust Estimation in Generalized Linear Mixed Models

DOI10.1111/1467-9868.00327zbMath1015.62073OpenAlexW2026793280MaRDI QIDQ4407192

Anthony Y. C. Kuk, Kelvin. K. W. Yau

Publication date: 10 August 2003

Published in: Journal of the Royal Statistical Society Series B: Statistical Methodology (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1111/1467-9868.00327

zbMATH Keywords

robustnessrandom effectsvariance componentsgeneralized linear mixed modelsmaximum quasi-likelihoodpolio incidence dataepilepsy seizure count dataresidual maximum quasi-likelihood

Mathematics Subject Classification ID

Estimation in multivariate analysis (62H12) Applications of statistics to biology and medical sciences; meta analysis (62P10) Generalized linear models (logistic models) (62J12) Robustness and adaptive procedures (parametric inference) (62F35)

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Uses Software

• Fahrmeir

Cites Work

• Multivariate statistical modelling based on generalized linear models. With contributions by Wolfgang Hennevogl
• Maximum likelihood estimation of variance components
• Residuals for the Linear Model With General Covariance Structure
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