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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)
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
– Cerebrovascular and Brain Metabolism Reviews
(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
– J Am Stat Assoc
(2016)
111,
1
Monotonicity of fitness landscapes and mutation rate control.
RV Belavkin, A Channon, E Aston, J Aston, R Krašovec, CG Knight
– Journal of Mathematical Biology
(2016)
73,
1491
The uncertainty of storm season changes: Quantifying the uncertainty of autocovariance changepoints
CFH Nam, JAD Aston, IA Eckley, R Killick
– Technometrics
(2015)
57,
194
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Room

D1.03

Telephone

01223 766535