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The Statistics Clinic

Professor of Statistics and Director of Statistical Laboratory

Research Interests: Nonparametric and high-dimensional statistics

Publications

Confidence intervals for high-dimensional Cox models
Y Yu, J Bradic, RJ Samworth
– Statistica Sinica
(2021)
31,
243
Robust inference via knockoffs
RF Barber, E Candes, R Samworth
– Annals of Statistics
(2020)
48,
1409
Local nearest neighbour classification with applications to semi-supervised learning
TI Cannings, TB Berrett, RJ Samworth
– Annals of Statistics
(2020)
48,
1789
Classification with imperfect training labels
T Cannings, Y Fan, R Samworth
– Biometrika
(2020)
107,
311
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
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, MD Curran, S Fuller, A Chaudhry, A Shaw, RJ Samworth, JR Bradley, G Dougan, KG Smith, PJ Lehner, NJ Matheson, G Wright, IG Goodfellow, S Baker, MP Weekes
– 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
Optimal rates for independence testing via $U$-statistic permutation tests
TB Berrett, I Kontoyiannis, RJ Samworth
– Annals of Statistics
(2020)
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
(2019)
82,
175
Isotonic regression in general dimensions
Q Han, T Wang, S Chatterjee, RJ Samworth
– The Annals of Statistics
(2019)
47,
2440
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Research Group

Statistics Clinic

Room

D1.18

Telephone

01223 337950