Professor Richard Samworth

Professor of Statistics and Director of Statistical Laboratory

Research Interests: Nonparametric and high-dimensional statistics

Publications

Adaptation in log-concave density estimation

AKH Kim, A Guntuboyina, RJ Samworth

– Annals of Statistics

(2018)

46,

2279

(doi: 10.1214/17-AOS1619)

A multiple myeloma classification system that associates normal B-cell subset phenotypes with prognosis

JS Bødker, RF Brøndum, A Schmitz, AA Schönherz, DS Jespersen, M Sønderkær, C Vesteghem, H Due, CH Nørgaard, M Perez-Andres, MK Samur, F Davies, B Walker, C Pawlyn, M Kaiser, D Johnson, U Bertsch, A Broyl, M van Duin, R Shah, P Johansen, MA Nørgaard, RJ Samworth, P Sonneveld, H Goldschmidt, GJ Morgan, A Orfao, N Munshi, HE Johnson, T El-Galaly, K Dybkær, M Bøgsted

– Blood advances

(2018)

2400

(doi: 10.1182/bloodadvances.2018018564)

Confidence intervals for high-dimensional Cox models

Y Yu, J Bradic, RJ Samworth

– Statistica Sinica

(2018)

31,

243

(doi: 10.5705/ss.202018.0247)

Comments on: High-dimensional simultaneous inference with the bootstrap

RA Lockhart, RJ Samworth

– Test

(2017)

26,

734

(doi: 10.1007/s11749-017-0555-1)

Random projection ensemble classification

TI Cannings, RJ Samworth

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

(2017)

79,

959

(doi: 10.1111/rssb.12228)

High-dimensional change point estimation via sparse projection

T Wang, RJ Samworth

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

(2017)

80,

(doi: 10.1111/rssb.12243)

Handbook of Big Data

RJ Samworth

– Statistics in Medicine

(2016)

35,

5736

(doi: 10.1002/sim.7076)

GLOBAL RATES OF CONVERGENCE IN LOG-CONCAVE DENSITY ESTIMATION

AKH Kim, RJ Samworth

– The Annals of Statistics

(2016)

44,

2756

(doi: 10.1214/16-aos1480)

Peter Hall’s work on high-dimensional data and classification

RJ Samworth

– The Annals of Statistics

(2016)

44,

1888

(doi: 10.1214/16-aos1493)

STATISTICAL AND COMPUTATIONAL TRADE-OFFS IN ESTIMATION OF SPARSE PRINCIPAL COMPONENTS

T Wang, Q Berthet, RJ Samworth

– The Annals of Statistics

(2016)

44,

1896

(doi: 10.1214/15-AOS1369)

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