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math.ST2016
Methodology and Convergence Rates for Functional Time Series Regression
Tung Pham, Victor Panaretos
The functional linear model extends the notion of linear regression to the case where the response and covariates are iid elements of an infinite dimensional Hilbert space. The unk…
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…