Estimation using penalized quasilikelihood and quasi-pseudo-likelihood in Poisson mixed models

DOI10.1007/s10985-007-9071-zzbMath1331.62362OpenAlexW2092106732WikidataQ51898462 ScholiaQ51898462MaRDI QIDQ636151

Xihong Lin

Publication date: 25 August 2011

Published in: Lifetime Data Analysis (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s10985-007-9071-z

zbMATH Keywords

asymptotic biasoverdispersionvariance componentsLaplace expansionestimating equationsgeneralized linear mixed models

Mathematics Subject Classification ID

Asymptotic properties of parametric estimators (62F12) Applications of statistics to biology and medical sciences; meta analysis (62P10) Generalized linear models (logistic models) (62J12)

Related Items (3)

Empirical best prediction under area-level Poisson mixed models ⋮ Penalized likelihood approach for simultaneous analysis of survival time and binary longitudinal outcome ⋮ Random effects selection in generalized linear mixed models via shrinkage penalty function

Cites Work

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• Asymptotic properties of maximum likelihood estimates in the mixed model of the analysis of variance
• Some Covariance Models for Longitudinal Count Data with Overdispersion
• Models for Longitudinal Data: A Generalized Estimating Equation Approach
• Estimating Equations for Parameters in Means and Covariances of Multivariate Discrete and Continuous Responses
• A generalized linear model with nested strata of extra-Poisson variation
• Negative binomial and mixed poisson regression
• Penalized Likelihood for General Semi-Parametric Regression Models
• Variance Function Estimation
• Nonlinear component of variance models
• Estimation in generalized linear models with random effects
• Nonlinear Regression With Variance Components
• Heterogeneity in Mantel-Haenszel-type models
• Bias Correction in Generalized Linear Mixed Models With Multiple Components of Dispersion
• A Composite Likelihood Approach to Binary Spatial Data
• Approximate Inference in Generalized Linear Mixed Models
• Bias correction in generalised linear mixed models with a single component of dispersion

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