Professor John Aston

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

Common methodological pitfalls in ICI pneumonitis risk prediction studies

YK Chen, S Welsh, AM Pillay, B Tannenwald, K Bliznashki, E Hutchison, JAD Aston, C-B Schönlieb, JHF Rudd, J Jones, M Roberts

– Front Immunol

(2023)

14,

1228812

(doi: 10.3389/fimmu.2023.1228812)

Reinterpreting survival analysis in the universal approximator age

S Dittmer, M Roberts, J Preller, A COVNET, JHF Rudd, JAD Aston, C-B Schönlieb

(2023)

(doi: 10.48550/arxiv.2307.13579)

On Krylov methods for large-scale CBCT reconstruction

M Sabaté Landman, A Biguri, S Hatamikia, R Boardman, J Aston, C-B Schönlieb

– Phys Med Biol

(2023)

68,

155008

(doi: 10.1088/1361-6560/acd616)

Dis-AE: Multi-domain & Multi-task Generalisation on Real-World Clinical Data

D Kreuter, S Tull, J Gilbey, J Preller, B Consortium, JAD Aston, JHF Rudd, S Sivapalaratnam, C-B Schönlieb, N Gleadall, M Roberts

(2023)

(doi: 10.48550/arxiv.2306.09177)

A pipeline to further enhance quality, integrity and reusability of the NCCID clinical data.

A Breger, I Selby, M Roberts, J Babar, E Gkrania-Klotsas, J Preller, L Escudero Sanchez, J Rudd, J Aston, J Weir-McCall, E Sala, C Schoenlieb

– Sci Data

(2023)

10,

493

(doi: 10.1038/s41597-023-02340-7)

Navigating the development challenges in creating complex data systems.

S Dittmer, M Roberts, J Gilbey, A Biguri, J Preller, JHF Rudd, JAD Aston, C-B Schönlieb

– Nat. Mac. Intell.

(2023)

681

(doi: 10.1038/s42256-023-00665-x)

Communication of Statistics and Evidence in Times of Crisis

CR Schneider, JR Kerr, S Dryhurst, JAD Aston

(2023)

(link to publication)

Spectrum inference for replicated spatial locally time-harmonizable time series

J Aston, D Dehay, AE Dudek, J-M Freyermuth, D Szucs, L Colling

– Electronic Journal of Statistics

(2023)

17,

1371

(doi: 10.1214/23-ejs2130)

Dis-AE: Multi-domain & Multi-task Generalisation on Real-World Clinical Data.

D Kreuter, S Tull, JD Gilbey, J Preller, B Consortium, JAD Aston, JHF Rudd, S Sivapalaratnam, C-B Schönlieb, NS Gleadall, M Roberts

– CoRR

(2023)

abs/2306.09177,

Functional random effects modeling of brain shape and connectivity

E Lila, JAD Aston

– The Annals of Applied Statistics

(2022)

16,

(doi: 10.1214/21-AOAS1572)

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