Professor of Statistics and Director of Statistical Laboratory
Research Interests: Nonparametric and high-dimensional statistics
Publications
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
– Annals of Statistics
(2019)
47,
2440
(doi: 10.1214/18-AOS1753)
High-dimensional principal component analysis with heterogeneous missingness
(2019)
Challenges in comparing physical abuse, fractures and metabolic bone disease in young children in the UK and Sweden.
– Arch Dis Child
(2019)
104,
1122.2
Nonparametric independence testing via mutual information
– Biometrika
(2019)
106,
547
(doi: 10.1093/biomet/asz024)
Efficient multivariate entropy estimation via $k$-nearest neighbour distances
– The Annals of Statistics
(2019)
47,
288
(doi: 10.1214/18-AOS1688)
Multicentre study of physical abuse and limb fractures in young children in the East Anglia Region, UK
– Arch Dis Child
(2019)
104,
956
Recent Progress in Log-Concave Density Estimation
– Statistical Science
(2018)
33,
493
(doi: 10.1214/18-STS666)
- <
- 7 of 13