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
Green generative modeling: Recycling dirty data using recurrent variational autoencoders
– Uncertainty in Artificial Intelligence - Proceedings of the 33rd Conference, UAI 2017
(2017)
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
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)
Statistical modeling of positron emission tomography images in wavelet space.
– Cerebrovascular and Brain Metabolism Reviews
(2016)
20,
1610
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)
Toward Automatic Model Comparison: An Adaptive Sequential Monte Carlo Approach
– Journal of Computational and Graphical Statistics
(2016)
25,
701
A Functional Approach to Deconvolve Dynamic Neuroimaging Data
– J Am Stat Assoc
(2016)
111,
1
Monotonicity of fitness landscapes and mutation rate control.
– J Math Biol
(2016)
73,
1491
(doi: 10.1007/s00285-016-0995-3)
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