Quasi-Monte Carlo estimation in generalized linear mixed models
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Publication:1020672
DOI10.1016/j.csda.2006.10.003zbMath1445.62196OpenAlexW2150295088MaRDI QIDQ1020672
Publication date: 2 June 2009
Published in: Computational Statistics and Data Analysis (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1016/j.csda.2006.10.003
maximum likelihood estimatesgeneralized linear mixed modelshigh-dimensional integralsquasi-Monte Carlo approximationSalamander data analysis
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Cites Work
- Unnamed Item
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- Hierarchical generalised linear models: A synthesis of generalised linear models, random-effect models and structured dispersions
- Gauss-Hermite quadrature approximation for estimation in generalized linear mixed models
- Latin supercube sampling for very high-dimensional simulations
- Maximizing Generalized Linear Mixed Model Likelihoods With an Automated Monte Carlo EM Algorithm
- Bias Correction in Generalized Linear Mixed Models With Multiple Components of Dispersion
- Another Look at the Salamander Mating Data: A Modified Laplace Approximation Approach
- Approximate Inference in Generalized Linear Mixed Models
- Double Hierarchical Generalized Linear Models (With Discussion)
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