Professor (Grade 11)
Research Interests: High-dimensional statistics and large-scale data analysis
Publications
Conditional Independence Testing in Hilbert Spaces with Applications to
Functional Data Analysis
(2021)
Debiased Inverse Propensity Score Weighting for Estimation of Average
Treatment Effects with High-Dimensional Confounders
(2020)
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)
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.
– 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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