skip to content

Faculty of Mathematics

 

 

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

Estimating Maximal Symmetries of Regression Functions via Subgroup Lattices
LG Christie, JAD Aston
– Journal of the Royal Statistical Society Series B: Statistical Methodology
(2025)
qkaf031
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
Measuring the Unmeasurable: Estimating True Population of Hidden Online Communities
J Gibbon, T Marjanov, A Hutchings, J Aston
(2024)
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 (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 Classifier Performance 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
– Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences
(2023)
381,
20230134
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
Reinterpreting survival analysis in the universal approximator age
S Dittmer, M Roberts, J Preller, AIX COVNET, JHF Rudd, JAD Aston, C-B Schönlieb
(2023)
  • 1 of 10
  • >

Research Groups

Cantab Capital Institute for the Mathematics of Information
Centre for Mathematical Imaging in Healthcare
Statistical Laboratory

Room

D1.03

Telephone

01223 766535