Professor
Research Interests: High-dimensional statistics and large-scale data analysis
Publications
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)
Double-estimation-friendly inference for high-dimensional misspecified
models
(2019)
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
Multi-centre study of non-accidental injury 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
Goodness-of-fit tests for high dimensional linear models
– Journal of the Royal Statistical Society Series B Statistical Methodology
(2017)
80,
113
(doi: 10.1111/rssb.12234)
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