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Cantab Capital Institute for the Mathematics of Information

 

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

Blurring evidence with advocacy: a systematic review of policy recommendations for net zero
E Danopoulos, A Shah, CR Schneider, JAD Aston
– npj Environmental Social Sciences
(2026)
1,
6
Symmetry: A general structure in nonparametric regression
LG Christie, JAD Aston
– Annals of Statistics
(2025)
53,
2040
Estimating Maximal Symmetries of Regression Functions via Subgroup Lattices
LG Christie, JAD Aston
– Journal of The Royal Statistical Society Series B-statistical Methodology
(2025)
87,
1576
A Pipeline for Automated Quality Control of Chest Radiographs
IA Selby, E González Solares, A Breger, M Roberts, L Escudero Sánchez, J Babar, JHF Rudd, NA Walton, E Sala, C-B Schönlieb, JR Weir-McCall, AIX-COVNET Collaboration
– Radiol Artif Intell
(2025)
7,
e240003
Evidence Communication Rules for Policy (ECR-P) critical appraisal tool.
E Danopoulos, JAD Aston, A Shah, CR Schneider
– Systematic reviews
(2025)
14,
10
Measuring the Unmeasurable: Estimating True Population of Hidden Online Communities
J Gibbon, T Marjanov, A Hutchings, J Aston
– Proceedings 9th IEEE European Symposium on Security and Privacy Workshops Euro S and Pw 2024
(2024)
00,
56
Recent Methodological Advances in Federated Learning for Healthcare
F Zhang, D Kreuter, Y Chen, S Dittmer, S Tull, T Shadbahr, BloodCounts! consortium, J Preller, JHF Rudd, JAD Aston, C-B Schönlieb, N Gleadall, M Roberts
– Patterns (New York, N.Y.)
(2024)
5,
101006
Recent Methodological Advances in Federated Learning for Healthcare
F Zhang, D Kreuter, Y Chen, S Dittmer, S Tull, T Shadbahr, B Collaboration, J Preller, JHF Rudd, JAD Aston, C-B Schönlieb, N Gleadall, M Roberts
(2023)
The impact of imputation quality on machine learning classifiers for datasets with missing values
T Shadbahr, M Roberts, J Stanczuk, J Gilbey, P Teare, S Dittmer, M Thorpe, RV Torné, E Sala, P Lió, M Patel, J Preller, AIX-COVNET Collaboration, JHF Rudd, T Mirtti, AS Rannikko, JAD Aston, J Tang, C-B Schönlieb
– Commun Med (Lond)
(2023)
3,
139
Effectiveness of international border control measures during the COVID-19 pandemic: a narrative synthesis of published systematic reviews.
KA Grépin, J Aston, J Burns
– Philos Trans A Math Phys Eng Sci
(2023)
381,
20230134
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Research Group

Cantab Capital Institute for the Mathematics of Information

Room

D1.03

Telephone

01223 766535