Professor of Statistics and Director of Statistical Laboratory
Research Interests: Nonparametric and high-dimensional statistics
Publications
Bounding distributional errors via density ratios
– Bernoulli: a journal of mathematical statistics and probability
(2021)
27,
818
(doi: 10.3150/20-BEJ1256)
Single-dose BNT162b2 vaccine protects against asymptomatic SARS-CoV-2 infection.
– eLife
(2021)
10,
e68808
(doi: 10.7554/ELIFE.68808)
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 change point detection
– The Annals of Statistics
(2021)
49,
1081
(doi: 10.1214/20-aos1994)
Adaptation in multivariate log-concave density estimation
– The Annals of Statistics
(2021)
49,
129
(doi: 10.1214/20-AOS1950)
Local nearest neighbour classification with applications to semi-supervised learning
– 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
(2020)
(doi: 10.1101/2020.05.09.20082909)
- <
- 6 of 13