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Faculty of Mathematics

 

Professor of Statistics and Director of Statistical Laboratory

Research Interests: Nonparametric and high-dimensional statistics

Publications

High-dimensional Changepoint Estimation with Heterogeneous Missingness
B Follain, T Wang, RJ Samworth
– Journal of the Royal Statistical Society Series B (Statistical Methodology)
(2022)
84,
1023
A unifying tutorial on Approximate Message Passing
OY Feng, R Venkataramanan, C Rush, RJ Samworth
– Found. Trends Mach. Learn.
(2022)
abs/2105.02180,
335
Optimal nonparametric testing of Missing Completely At Random, and its connections to compatibility
TB Berrett, RJ Samworth
(2022)
Nonparametric, Tuning-Free Estimation of S-Shaped Functions
OY Feng, Y Chen, Q Han, RJ Carroll, RJ Samworth
– Journal of the Royal Statistical Society Series B: Statistical Methodology
(2022)
84,
1324
Genomic epidemiology of SARS-CoV-2 in a UK university identifies dynamics of transmission
D Aggarwal, B Warne, AS Jahun, WL Hamilton, T Fieldman, L du Plessis, V Hill, B Blane, E Watkins, E Wright, G Hall, C Ludden, R Myers, M Hosmillo, Y Chaudhry, ML Pinckert, I Georgana, R Izuagbe, D Leek, O Nsonwu, GJ Hughes, S Packer, AJ Page, M Metaxaki, S Fuller et al.
– Nat Commun
(2022)
13,
751
Isotonic regression with unknown permutations: Statistics, computation and adaptation
A Pananjady, RJ Samworth
– Annals of Statistics
(2022)
50,
324
High-dimensional, multiscale online changepoint detection
Y Chen, T Wang, RJ Samworth
– Journal of the Royal Statistical Society Series B: Statistical Methodology
(2022)
84,
234
High-Dimensional, Multiscale Online Changepoint Detection
Y Chen, T Wang, RJ Samworth
– Journal of the Royal Statistical Society Series B: Statistical Methodology
(2022)
84,
234
USP: an independence test that improves on Pearson's chi-squared and the $G$-test
TB Berrett, RJ Samworth
– Proc Math Phys Eng Sci
(2021)
477,
20210549
Adaptive Transfer Learning
HWJ Reeve, TI Cannings, RJ Samworth
– The Annals of Statistics
(2021)
49,
3618
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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