Professor of Statistics and Director of Statistical Laboratory
Research Interests: Nonparametric and high-dimensional statistics
Publications
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)
Peter Hall’s work on high-dimensional data and classification
– The Annals of Statistics
(2016)
44,
1888
(doi: 10.1214/16-AOS1493)
Statistical and computational trade-offs in estimation of sparse principal components
– The Annals of Statistics
(2016)
44,
1896
(doi: 10.1214/15-AOS1369)
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
Comment.
– Journal of the American Statistical Association
(2016)
110,
1439
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)
Diffuse large B-cell lymphoma classification system that associates normal B-cell subset phenotypes with prognosis.
– Journal of Clinical Oncology
(2015)
33,
1379
(doi: 10.1200/jco.2014.57.7080)
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