most citedAsymptotic normality and valid inference for Gaussian variational approximation

47 citations · 58 across the 2 of their papers we have counts for

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math.ST2012★ 47 cited

Asymptotic normality and valid inference for Gaussian variational approximation

Peter Hall, Tung Pham, M. P. Wand +1

We derive the precise asymptotic distributional behavior of Gaussian variational approximate estimators of the parameters in a single-predictor Poisson mixed model. These results a…

math.ST2010★ 11 cited

Optimal properties of centroid-based classifiers for very high-dimensional data

Peter Hall, Tung Pham

We show that scale-adjusted versions of the centroid-based classifier enjoys optimal properties when used to discriminate between two very high-dimensional populations where the pr…