Harding Professor of Statistics in Public Life
Research Interests: Statistics: in particular Functional / Object Data Analysis, Time Series Analysis, Official and Public Policy Statistics, Statistical Neuroimaging, Statistical Linguistics, Seasonal Adjustment and other Applied Statistics
Publications
Minimax optimal procedures for testing the structure of multidimensional functions
– Applied and Computational Harmonic Analysis
(2017)
46,
288
(doi: 10.1016/j.acha.2017.05.003)
Divide-and-Conquer With Sequential Monte Carlo
– Journal of Computational and Graphical Statistics
(2017)
26,
445
A ticklish problem: Studying accent variation from speech recordings
– Significance
(2017)
14,
30
Global and regional amyloid-β effects on default model network drive progression to AD dementia
– JOURNAL OF CEREBRAL BLOOD FLOW AND METABOLISM
(2017)
37,
157
Gaussian tree constraints applied to acoustic linguistic functional data
– Journal of Multivariate Analysis
(2017)
154,
199
(doi: 10.1016/j.jmva.2016.09.015)
Green generative modeling: Recycling dirty data using recurrent variational autoencoders
– Uncertainty in Artificial Intelligence Proceedings of the 33rd Conference Uai 2017
(2017)
Smooth Principal Component Analysis over two-dimensional manifolds with an application to neuroimaging
– The Annals of Applied Statistics
(2016)
10,
1854
(doi: 10.1214/16-aoas975)
An Introduction to Applications of Wavelet Benchmarking with Seasonal Adjustment
– Journal of the Royal Statistical Society Series A: Statistics in Society
(2016)
180,
863
(doi: 10.1111/rssa.12241)
The correlation space of Gaussian latent tree models and model selection without fitting
– Biometrika
(2016)
103,
531
(doi: 10.1093/biomet/asw032)
Waiting time distributions of competing patterns in higher-order Markovian sequences
– Journal of Applied Probability
(2016)
42,
977
(doi: 10.1239/jap/1134587810)
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