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Statistical Laboratory

Publications

Statistical Analysis of Functions on Surfaces, With an Application to Medical Imaging
E Lila, JAD Aston
– Journal of the American Statistical Association
(2019)
115,
1
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
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 modelling 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 on 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)
81,
214
Tests for separability in nonparametric covariance operators of random surfaces
JAD Aston, D Pigoli, S Tavakoli
– The Annals of Statistics
(2017)
45,
1431
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Cambridge Statistics Clinic

Cambridge Statistics Clinic

Cambridge Statistics Clinic

Cambridge Statistics Clinic

Research Group

Statistical Laboratory

Room

D1.03

Telephone

01223 766535