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
A Variational Model Dedicated to Joint Segmentation, Registration, and Atlas Generation for Shape Analysis
– SIAM Journal on Imaging Sciences
(2020)
13,
351
(doi: 10.1137/19m1271907)
Rejoinder for “A Spatial Modeling Approach for Linguistic Object Data: Analyzing Dialect Sound Variations Across Great Britain”
– Journal of the American Statistical Association
(2019)
114,
1103
Statistical Analysis of Functions on Surfaces, With an Application to Medical Imaging
– Journal of the American Statistical Association
(2019)
115,
1420
A Spatial Modeling Approach for Linguistic Object Data: Analyzing Dialect Sound Variations Across Great Britain
– ournal of the American Statistical Association (Theory & Methods)
(2019)
114,
1081
Aβ-induced vulnerability propagates via the brain's default mode network.
– Nature communications
(2019)
10,
2353
(doi: 10.1038/s41467-019-10217-w)
Accurate autocorrelation modeling substantially improves fMRI reliability (vol 10, 1220, 2019)
– Nat Commun
(2019)
10,
1511
(doi: 10.1038/s41467-019-09619-7)
Accurate autocorrelation modeling substantially improves fMRI reliability.
– Nature communications
(2019)
10,
1220
(doi: 10.1038/s41467-019-09230-w)
A data-centric bottom-up model for generation of stochastic internal load profiles based on space-use type
– Journal of Building Performance Simulation
(2019)
12,
620
Recurrent Variational Autoencoders for Learning Nonlinear Generative Models in the Presence of Outliers
– IEEE Journal on Selected Topics in Signal Processing
(2018)
12,
1615
(doi: 10.1109/JSTSP.2018.2876995)
The Statistical Analysis of Acoustic Phonetic Data: Exploring Differences Between Spoken Romance Languages
– Journal of the Royal Statistical Society. Series C: Applied Statistics
(2018)
67,
1103
(doi: 10.1111/rssc.12258)
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