University Lecturer
Research Interests: High-dimensional statistics and large-scale data analysis
Publications
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
– The Annals of Applied Statistics
(2021)
15,
363
(DOI: 10.1214/20-aoas1401)
The hardness of conditional independence testing and the generalised covariance measure
– The 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.
– Archives of disease in childhood
(2019)
104,
1122
Multicentre study of physical abuse and limb fractures in young children in the East Anglia Region, UK.
– Archives of Disease in Childhood
(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
On b-bit min-wise hashing for large-scale regression and classification with sparse data
– Journal of Machine Learning Research
(2018)
18,
1
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