Professor of Statistics and Director of Statistical Laboratory
Research Interests: Nonparametric and high-dimensional statistics
Publications
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)
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)
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)
High-dimensional principal component analysis with heterogeneous
missingness
(2019)
Nonparametric independence testing via mutual information
– Biometrika
(2019)
106,
547
(doi: 10.1093/biomet/asz024)
Challenges in comparing physical abuse, fractures and metabolic bone disease in young children in the UK and Sweden
– Archives of Disease in Childhood
(2019)
104,
1122
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