Professor of Statistics and Director of Statistical Laboratory
Research Interests: Nonparametric and high-dimensional statistics
Publications
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
– 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)
Sparse principal component analysis via axis‐aligned random projections
– Journal of the Royal Statistical Society: Series B (Statistical Methodology)
(2020)
82,
329
(DOI: 10.1111/rssb.12360)
Optimal rates for independence testing via $U$-statistic permutation
tests
– Annals of Statistics
(2020)
The conditional permutation test for independence while controlling for confounders
– Journal of the Royal Statistical Society. Series B: Statistical Methodology
(2019)
82,
175
(DOI: 10.1111/rssb.12340)
Isotonic regression in general dimensions
– The Annals of Statistics
(2019)
47,
2440
(DOI: 10.1214/18-aos1753)
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