skip to content

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

A Spatial Modeling Approach for Linguistic Object Data: Analyzing Dialect Sound Variations Across Great Britain
S Tavakoli, D Pigoli, JAD Aston, JS Coleman
– ournal of the American Statistical Association (Theory & Methods)
(2019)
114,
1081
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
Publisher Correction: Accurate autocorrelation modeling substantially improves fMRI reliability.
W Olszowy, J Aston, C Rua, GB Williams
– Nature communications
(2019)
10,
1511
Accurate autocorrelation modeling substantially improves fMRI reliability
W Olszowy, J Aston, C Rua, GB Williams
– Nat Commun
(2019)
10,
1220
A data-centric bottom up model for generation of stochastic internal load profiles based on space-use type
RM Ward, R Choudhary, Y Heo, JAD 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
Connections with Robust PCA and the Role of Emergent Sparsity in Variational Autoencoder Models
B Dai, Y Wang, J Aston, G Hua, D Wipf
– Journal of Machine Learning Research
(2018)
19,
1
Inference on covariance operators via concentration inequalities: K-sample tests, classification, and clustering via rademacher complexities
AB Kashlak, JAD Aston, R Nickl
– Sankhya A
(2018)
81A,
214
Tests for separability in nonparametric covariance operators of random surfaces
JAD Aston, D Pigoli, S Tavakoli
– The Annals of Statistics
(2017)
45,
1431
  • 1 of 8
  • >

Room

D1.03

Telephone

01223 766535