Browsing by Author "Hall, Peter"

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Browsing by Author "Hall, Peter"

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  • Hall, Peter; Pham, Tung; Wang, S.; Wand, Matt (Institute of Mathematical Statistics, 2011)
    We derive the precise asymptotic distributional behavior of Gaussian variational approximate estimators of the parameters in a single-predictor Poisson mixed model. These results are the deepest yet obtained concerning the ...
  • Hall, Peter; Ormerod, John; Wand, Matt (Academia Sinica, 2011)
    Likelihood-based inference for the parameters of generalized linear mixed models is hindered by the presence of intractable integrals. Gaussian variational approximation provides a fast and effective means of approximate ...