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Department of Pure Mathematics and Mathematical Statistics

 

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
Y Wang, B Dai, G Hua, J Aston, D Wipf
– 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
TA Pascoal, S Mathotaarachchi, MS Kang, M Shin, AY Park, M Parent, KP Ng, J-P Soucy, JAD Aston, C Cuello, S Gauthier, P Rosa-Neto
– JOURNAL OF CEREBRAL BLOOD FLOW AND METABOLISM
(2017)
37,
157
Smooth Principal Component Analysis over two-dimensional manifolds with an application to neuroimaging
E Lila, JAD Aston, LM Sangalli
– The Annals of Applied Statistics
(2016)
10,
1854
An Introduction to Applications of Wavelet Benchmarking with Seasonal Adjustment
H Sayal, JAD Aston, D Elliott, H Ombao
– Journal of the Royal Statistical Society Series A: Statistics in Society
(2016)
180,
863
Statistical modeling of positron emission tomography images in wavelet space
FE Turkheimer, M Brett, JA Aston, AP Leff, PA Sargent, RJ Wise, PM Grasby, VJ Cunningham
– J Cereb Blood Flow Metab
(2016)
20,
1610
The correlation space of Gaussian latent tree models and model selection without fitting
N Shiers, P Zwiernik, JAD Aston, JQ Smith
– Biometrika
(2016)
103,
531
Waiting time distributions of competing patterns in higher-order Markovian sequences
JAD Aston, DEK Martin
– Journal of Applied Probability
(2016)
42,
977
Toward Automatic Model Comparison: An Adaptive Sequential Monte Carlo Approach
Y Zhou, AM Johansen, JAD Aston
– Journal of Computational and Graphical Statistics
(2016)
25,
701
A Functional Approach to Deconvolve Dynamic Neuroimaging Data.
C-R Jiang, JAD Aston, J-L Wang
– Journal of the American Statistical Association
(2016)
111,
1
Monotonicity of fitness landscapes and mutation rate control.
RV Belavkin, A Channon, E Aston, J Aston, R Krašovec, CG Knight
– J Math Biol
(2016)
73,
1491
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Room

D1.03

Telephone

01223 766535