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Department of Pure Mathematics and Mathematical Statistics

Professor of Statistics and Director of Statistical Laboratory

Research Interests: Nonparametric and high-dimensional statistics

Publications

High‐dimensional principal component analysis with heterogeneous missingness
Z Zhu, T Wang, RJ Samworth
– Journal of the Royal Statistical Society Series B: Statistical Methodology
(2022)
High‐dimensional principal component analysis with heterogeneous missingness
Z Zhu, T Wang, RJ Samworth
– Journal of the Royal Statistical Society: Series B (Statistical Methodology)
(2022)
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
– Foundations and Trends® in Machine Learning
(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, G Weale, J Holgate, CA Brown, Cambridge Covid-19 testing Centre, University of Cambridge Asymptomatic COVID-19 Screening Programme Consortium, COVID-19 Genomics UK (COG-UK) Consortium, R Howes, D McFarlane, G Dougan, OG Pybus, DD Angelis, PH Maxwell, SJ Peacock, MP Weekes, C Illingworth, EM Harrison, NJ Matheson, IG Goodfellow
– Nature communications
(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
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Room

D1.18

Telephone

01223 337950