skip to content

Faculty of Mathematics

 

Professor of Statistics and Director of Statistical Laboratory

Research Interests: Nonparametric and high-dimensional statistics

Publications

Bounding distributional errors via density ratios
L Dumbgen, RJ Samworth, JA Wellner
– Bernoulli
(2021)
27,
818
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
High-dimensional nonparametric density estimation via symmetry and shape constraints
M Xu, R Samworth
– Annals of Statistics
(2021)
49,
650
Minimax rates in sparse, high-dimensional change point detection
H Liu, C Gao, RJ Samworth
– Annals of Statistics
(2021)
49,
1081
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
A unifying tutorial on Approximate Message Passing.
OY Feng, R Venkataramanan, C Rush, RJ Samworth
– CoRR
(2021)
abs/2105.02180,
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
– Annals of Statistics
(2020)
48,
1789
Classification with imperfect training labels
T Cannings, Y Fan, R Samworth
– Biometrika
(2020)
107,
311
  • 1 of 9
  • >

Research Groups

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

Room

D1.18

Telephone

01223 337950