Empirical Bayes analysis for a hierarchical Poisson generalized linear model

DOI10.1016/S0378-3758(02)00305-1zbMath1032.62006OpenAlexW2046405000WikidataQ58071739 ScholiaQ58071739MaRDI QIDQ1869094

Walter W. Piegorsch, Wanzhu Tu

Publication date: 9 April 2003

Published in: Journal of Statistical Planning and Inference (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/s0378-3758(02)00305-1

zbMATH Keywords

Maximum likelihoodCount dataAsymptotic theoryQuasi-likelihoodHierarchical modelExtra-Poisson variabilityParametric empirical Bayes analysis

Mathematics Subject Classification ID

Asymptotic properties of parametric estimators (62F12) Generalized linear models (logistic models) (62J12) Empirical decision procedures; empirical Bayes procedures (62C12)

Related Items (4)

Power and sample size calculations for Poisson and zero-inflated Poisson regression models ⋮ A Multilevel Model for Continuous Time Population Estimation ⋮ Evaluating the precision of bivariate attribute measurements ⋮ Sample size calculations for hierarchical Poisson and zero-inflated Poisson regression models

Cites Work

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• Negative binomial and mixed poisson regression
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• Approximate Inference in Generalized Linear Mixed Models
• Asymptotic properties of moment estimators for overdispersed counts and proportions
• Parametric Empirical Bayes Inference: Theory and Applications
• Estimation in the generalized linear empirical bayes model using the extended quasi-likelihood

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