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Faculty of Mathematics

 

Professor Richard Samworth

Professor of Statistics and Director of Statistical Laboratory

Research Interests: Nonparametric and high-dimensional statistics

Publications

Single-dose BNT162b2 vaccine protects against asymptomatic SARS-CoV-2 infection.
NK Jones, L Rivett, S Seaman, RJ Samworth, B Warne, C Workman, M Ferris, J Wright, N Quinnell, A Shaw, Cambridge COVID-19 Collaboration, IG Goodfellow, PJ Lehner, R Howes, G Wright, NJ Matheson, MP Weekes
– eLife
(2021)
10,
e68808
(doi: 10.7554/eLife.68808)
High-dimensional nonparametric density estimation via symmetry and shape constraints
M Xu, R Samworth
– Annals of Statistics
(2021)
49,
650
(doi: 10.1214/20-AOS1972)
Minimax rates in sparse, high-dimensional change point detection
H Liu, C Gao, RJ Samworth
– The Annals of Statistics
(2021)
49,
1081
(doi: 10.1214/20-aos1994)
Adaptation in multivariate log-concave density estimation
OY Feng, A Guntuboyina, AKH Kim, RJ Samworth
– Annals of Statistics
(2021)
49,
129
(doi: 10.1214/20-aos1950)
Robust inference via knockoffs
RF Barber, E Candes, R Samworth
– The Annals of Statistics
(2020)
48,
1409
(doi: 10.1214/19-AOS1852)
Local nearest neighbour classification with applications to semi-supervised learning
TI Cannings, TB Berrett, RJ Samworth
– The Annals of Statistics
(2020)
48,
1789
(doi: 10.1214/19-aos1868)
Classification with imperfect training labels
T Cannings, Y Fan, R Samworth
– Biometrika
(2020)
107,
311
(doi: 10.1093/biomet/asaa011)
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, TC-NCB Collaboration, M Curran, S Fuller, A Chaudhry, A Shaw, RJ Samworth, JR Bradley, G Dougan, KGC Smith, PJ Lehner, NJ Matheson, G Wright, I Goodfellow et al.
(2020)
(doi: 10.1101/2020.05.09.20082909)
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
(doi: 10.1111/rssb.12371)
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 et al.
– eLife
(2020)
9,
e58728
(doi: 10.7554/elife.58728)
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Research Groups

Centre for Mathematical Imaging in Healthcare
Statistical Laboratory

Email

r.samworth@statslab.cam.ac.uk

Room

D1.18

Telephone

01223 337950

Personal homepage

https://www.dpmms.cam.ac.uk/~rjs57

Study at Cambridge

About the University

Research at Cambridge