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- W2078703947 abstract "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 statistical properties of a variational approximation method. Moreover, they give rise to asymptotically valid statistical inference. A simulation study demonstrates that Gaussian variational approximate confidence intervals possess good to excellent coverage properties, and have a similar precision to their exact likelihood counterparts." @default.
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- W2078703947 date "2011-10-01" @default.
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- W2078703947 title "Asymptotic normality and valid inference for Gaussian variational approximation" @default.
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- W2078703947 doi "https://doi.org/10.1214/11-aos908" @default.
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