Professor of Statistics and Director of Statistical Laboratory
Research Interests: Nonparametric and high-dimensional statistics
Publications
Random-projection Ensemble Classification
– 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
– Journal of the Royal Statistical Society Series B: Statistical Methodology
(2017)
80,
57
(doi: 10.1111/rssb.12243)
GLOBAL RATES OF CONVERGENCE IN LOG-CONCAVE DENSITY ESTIMATION
– The Annals of Statistics
(2016)
44,
2756
(doi: 10.1214/16-AOS1480)
STATISTICAL AND COMPUTATIONAL TRADE-OFFS IN ESTIMATION OF SPARSE PRINCIPAL COMPONENTS
– The Annals of Statistics
(2016)
44,
1896
(doi: 10.1214/15-AOS1369)
Peter Hall’s work on high-dimensional data and classification
– The Annals of Statistics
(2016)
44,
1888
(doi: 10.1214/16-aos1493)
A NEW MULTIPLE MYELOMA CLASSIFICATION SYSTEM THAT CORRELATES TO DISEASE STAGE AND PROGNOSIS - INDICATION OF REVERSIBLE PHENOTYPIC PLASTICITY AS A HALLMARK
– HAEMATOLOGICA
(2016)
101,
160
Generalized Additive and Index Models with Shape Constraints
– Journal of the Royal Statistical Society Series B Statistical Methodology
(2015)
78,
729
(doi: 10.1111/rssb.12137)
A useful variant of the Davis-Kahan theorem for statisticians
– Biometrika
(2015)
102,
315
(doi: 10.1093/biomet/asv008)
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