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Faculty of Mathematics

 

 

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
N Debroux, J Aston, F Bonardi, A Forbes, C Le Guyader, M Romanchikova, CB Schonlieb
– SIAM Journal on Imaging Sciences
(2020)
13,
351
Rejoinder for “A Spatial Modeling Approach for Linguistic Object Data: Analyzing Dialect Sound Variations Across Great Britain”
S Tavakoli, D Pigoli, JAD Aston, JS Coleman
– Journal of the American Statistical Association
(2019)
114,
1103
Statistical Analysis of Functions on Surfaces, With an Application to Medical Imaging
E Lila, JAD Aston
– Journal of the American Statistical Association
(2019)
115,
1420
A Spatial Modeling Approach for Linguistic Object Data: Analyzing Dialect Sound Variations Across Great Britain
S Tavakoli, D Pigoli, JAD Aston, JS Coleman
– Journal of the American Statistical Association
(2019)
114,
1081
Aβ-induced vulnerability propagates via the brain's default mode network.
TA Pascoal, S Mathotaarachchi, MS Kang, S Mohaddes, M Shin, AY Park, MJ Parent, AL Benedet, M Chamoun, J Therriault, H Hwang, AC Cuello, B Misic, J-P Soucy, JAD Aston, S Gauthier, P Rosa-Neto
– Nature Communications
(2019)
10,
2353
Publisher Correction: Accurate autocorrelation modeling substantially improves fMRI reliability (Nature Communications, (2019), 10, 1, (1220), 10.1038/s41467-019-09230-w)
W Olszowy, J Aston, C Rua, GB Williams
– Nat Commun
(2019)
10,
1511
Accurate autocorrelation modeling substantially improves fMRI reliability
W Olszowy, J Aston, C Rua, GB Williams
– Nature communications
(2019)
10,
1220
A data-centric bottom-up model for generation of stochastic internal load profiles based on space-use type
R Ward, R Choudhary, Y Heo, J Aston
– Journal of Building Performance Simulation
(2019)
12,
620
Recurrent Variational Autoencoders for Learning Nonlinear Generative Models in the Presence of Outliers
Y Wang, B Dai, G Hua, JAD Aston, D Wipf
– IEEE Journal of Selected Topics in Signal Processing
(2018)
12,
1615
The statistical analysis of acoustic phonetic data: exploring differences between spoken Romance languages
JAD Aston, D Pigoli, P Hadjipantelis, J Coleman
– Journal of the Royal Statistical Society Series C (Applied Statistics)
(2018)
67,
1103
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Research Groups

Cantab Capital Institute for the Mathematics of Information
Centre for Mathematical Imaging in Healthcare
Statistical Laboratory

Room

D1.03

Telephone

01223 766535