Professor of Statistics and Director of Statistical Laboratory
Research Interests: Nonparametric and high-dimensional statistics
Publications
High-dimensional nonparametric density estimation via symmetry and shape constraints
– The Annals of Statistics
(2021)
49,
650
(DOI: 10.1214/20-aos1972)
Minimax rates in sparse, high-dimensional changepoint detection
– Annals of Statistics
(2021)
49,
1081
(DOI: 10.1214/20-AOS1994)
Bounding distributional errors via density ratios
– Bernoulli
(2021)
27,
818
(DOI: 10.3150/20-bej1256)
Adaptation in multivariate log-concave density estimation
– Annals of Statistics
(2021)
49,
129
(DOI: 10.1214/20-AOS1950)
Confidence intervals for high-dimensional Cox models
– Statistica Sinica
(2021)
31,
243
(DOI: 10.5705/ss.202018.0247)
Local nearest neighbour classification with applications to semi-supervised learning
– The Annals of Statistics
(2020)
48,
1789
(DOI: 10.1214/19-aos1868)
Classification with imperfect training labels
– Biometrika
(2020)
107,
311
(DOI: 10.1093/biomet/asaa011)
Goodness-of-fit testing in high-dimensional generalized linear models
– 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.
– eLife
(2020)
9,
e58728
(DOI: 10.7554/elife.58728)
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