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
Inference on covariance operators via concentration inequalities: K-sample tests, classification, and clustering via rademacher complexities
– Sankhya A
(2018)
81A,
214
(doi: 10.1007/s13171-018-0143-9)
Tests for separability in nonparametric covariance operators of random surfaces
– Annals of Statistics
(2017)
45,
1431
(doi: 10.1214/16-aos1495)
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
Gaussian tree constraints applied to acoustic linguistic functional data
– Journal of Multivariate Analysis
(2017)
154,
199
(doi: 10.1016/j.jmva.2016.09.015)
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
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)
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