Professor Richard Samworth

Publications

Adaptation in multivariate log-concave density estimation

OY Feng, A Guntuboyina, AKH Kim, RJ Samworth

– The Annals of Statistics

(2021)

49,

129

(DOI: 10.1214/20-AOS1950)

Confidence intervals for high-dimensional Cox models

Y Yu, J Bradic, RJ Samworth

– Statistica Sinica

(2021)

31,

243

(DOI: 10.5705/ss.202018.0247)

Robust inference via knockoffs

RF Barber, E Candes, R Samworth

– 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

– 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)

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, S Baker, MP Weekes

– eLife

(2020)

e58728

(DOI: 10.7554/elife.58728)

Sparse principal component analysis via axis-aligned random projections

M Gataric, T Wang, RJ Samworth

– Journal of the Royal Statistical Society Series B: Statistical Methodology

(2020)

82,

329

(DOI: 10.1111/rssb.12360)

Optimal rates for independence testing via $U$-statistic permutation tests