University Lecturer
Research Interests: High-dimensional statistics and large-scale data analysis
Publications
High-dimensional regression with potential prior information on variable importance
– Statistics and Computing
(2022)
32,
52
(DOI: 10.1007/s11222-022-10110-5)
Modelling high‐dimensional categorical data using nonconvex fusion penalties
– Journal of the Royal Statistical Society: Series B (Statistical Methodology)
(2021)
83,
579
(DOI: 10.1111/rssb.12432)
BETS: The dangers of selection bias in early analyses of the coronavirus disease (COVID-19) pandemic
– Annals of Applied Statistics
(2021)
15,
363
(DOI: 10.1214/20-aoas1401)
The Hardness of Conditional Independence Testing and the Generalised Covariance Measure
– Annals of Statistics
(2020)
48,
1514
(DOI: 10.1214/19-aos1857)
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)
Right singular vector projection graphs: fast high dimensional covariance matrix estimation under latent confounding
– Journal of the Royal Statistical Society Series B: Statistical Methodology
(2020)
82,
361
(DOI: 10.1111/rssb.12359)
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
Multicentre study of physical abuse and limb fractures in young children in the East Anglia Region, UK
– Arch Dis Child
(2019)
104,
956
A multiple myeloma classification system that associates normal B-cell subset phenotypes with prognosis
– Blood advances
(2018)
2,
2400
The xyz algorithm for fast interaction search in high-dimensional data
– Journal of Machine Learning Research
(2018)
19,
ARTN 37
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