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Department of Pure Mathematics and Mathematical Statistics

Professor of Statistics

Research Interests: Statistics: in particular Functional / Object Data Analysis, Time Series Analysis, Statistical Neuroimaging, Statistical Linguistics, Seasonal Adjustment and other Applied Statistics

Publications

Divide-and-Conquer With Sequential Monte Carlo
F Lindsten, AM Johansen, CA Naesseth, B Kirkpatrick, TB Schön, JAD Aston, A Bouchard-Côté
– Journal of Computational and Graphical Statistics
(2017)
26,
445
A ticklish problem
MA Tirlea, S Tavakoli, D Pigoli, JAD Aston
– Significance
(2017)
14,
30
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)
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
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)
(2017)
180,
863
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
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
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
Tests for separability in nonparametric covariance operators of random surfaces
JAD Aston, D Pigoli, S Tavakoli
– The Annals of Statistics
(2017)
45,
1431
Unifying Amplitude and Phase Analysis: A Compositional Data Approach to Functional Multivariate Mixed-Effects Modeling of Mandarin Chinese.
PZ Hadjipantelis, JAD Aston, HG Müller, JP Evans
– Journal of the American Statistical Association
(2015)
110,
545
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Room

D1.03

Telephone

01223 766535