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The Statistics Clinic

Professor of Statistics and Director of Statistical Laboratory

Research Interests: Nonparametric and high-dimensional statistics

Publications

High-dimensional nonparametric density estimation via symmetry and shape constraints
M Xu, R Samworth
– The Annals of Statistics
(2021)
49,
650
Minimax rates in sparse, high-dimensional changepoint detection
H Liu, C Gao, RJ Samworth
– Annals of Statistics
(2021)
49,
1081
Bounding distributional errors via density ratios
L Dumbgen, RJ Samworth, JA Wellner
– Bernoulli
(2021)
27,
818
Adaptation in multivariate log-concave density estimation
OY Feng, A Guntuboyina, AKH Kim, RJ Samworth
– Annals of Statistics
(2021)
49,
129
Confidence intervals for high-dimensional Cox models
Y Yu, J Bradic, RJ Samworth
– Statistica Sinica
(2021)
31,
243
Robust inference with 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
– The 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
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Research Group

Statistics Clinic

Room

D1.18

Telephone

01223 337950