Professor of Statistics and Director of Statistical Laboratory
Research Interests: Nonparametric and high-dimensional statistics
Publications
A multiple myeloma classification system that associates normal B-cell subset phenotypes with prognosis
– Blood advances
(2018)
2,
2400
High-dimensional change point estimation via sparse projection
– Journal of the Royal Statistical Society. Series B: Statistical Methodology
(2018)
80,
57
(DOI: 10.1111/rssb.12243)
Comments on: High-dimensional simultaneous inference with the bootstrap
– Test
(2017)
26,
734
(DOI: 10.1007/s11749-017-0555-1)
Random projection ensemble classification
– Journal of the Royal Statistical Society. Series B: Statistical Methodology
(2017)
79,
959
(DOI: 10.1111/rssb.12228)
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)
Generalized additive and index models with shape constraints
– Journal of the Royal Statistical Society Series B (Statistical Methodology)
(2016)
78,
729
(DOI: 10.1111/rssb.12137)
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
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