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Faculty of Mathematics

 

Professor of Statistics and Director of Statistical Laboratory

Research Interests: Nonparametric and high-dimensional statistics

Publications

Goodness‐of‐fit testing in high dimensional generalized linear models
J Janková, RD Shah, P Bühlmann, RJ Samworth
– Journal of the Royal Statistical Society. Series B: Statistical Methodology
(2020)
82,
773
Classification with imperfect training labels
TI Cannings, Y Fan, RJ Samworth
– Biometrika
(2020)
107,
311
Screening of healthcare workers for SARS-CoV-2 highlights the role of asymptomatic carriage in COVID-19 transmission.
L Rivett, S Sridhar, D Sparkes, M Routledge, NK Jones, S Forrest, J Young, J Pereira-Dias, WL Hamilton, M Ferris, ME Torok, L Meredith, CITIID-NIHR COVID-19 BioResource Collaboration, R Gupta, PA Lyons, M Toshner, B Warne, J Bartholdson Scott, C Cormie, H Gill, I Kean, M Maes, N Reynolds, M Wantoch, S Caddy et al.
– eLife
(2020)
9,
e58728
Sparse principal component analysis via axis-aligned random projections
M Gataric, T Wang, RJ Samworth
– Journal of the Royal Statistical Society. Series B: Statistical Methodology
(2020)
82,
329
The conditional permutation test for independence while controlling for confounders
TB Berrett, Y Wang, RF Barber, RJ Samworth
– Journal of the Royal Statistical Society. Series B: Statistical Methodology
(2020)
82,
175
Nonparametric independence testing via mutual information
TB Berrett, RJ Samworth
– Biometrika
(2019)
106,
547
Isotonic regression in general dimensions
Q Han, T Wang, S Chatterjee, RJ Samworth
– Annals of Statistics
(2019)
47,
2440
Challenges in comparing physical abuse, fractures and metabolic bone disease in young children in the UK and Sweden.
PD Mitchell, R Brown, T Wang, RD Shah, RJ Samworth
– Archives of Disease in Childhood
(2019)
104,
1122
Efficient multivariate entropy estimation via $k$-nearest neighbour distances
TB Berrett, RJ Samworth, M Yuan
– Annals of Statistics
(2019)
47,
288
Multicentre study of physical abuse and limb fractures in young children in the East Anglia Region, UK
PD Mitchell, R Brown, T Wang, RD Shah, RJ Samworth, S Deakin, P Edge, I Hudson, R Hutchinson, K Stohr, M Latimer, R Natarajan, S Qasim, A Rehm, A Sanghrajka, E Tissingh, GM Wright
– Archives of Disease in Childhood
(2019)
104,
956
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Research Groups

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

Room

D1.18

Telephone

01223 337950