Professor
Research Interests: High-dimensional statistics and large-scale data analysis
Publications
Multi-centre study of non-accidental injury 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 Adv
(2018)
2,
2400
The xyz algorithm for fast interaction search in high-dimensional data
– Journal of Machine Learning Research
(2018)
19,
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)
Modelling Interactions in High-dimensional Data with Backtracking
– Journal of Machine Learning Research
(2016)
17,
1
Modelling interactions in high-dimensional data with backtracking
– Journal of Machine Learning Research
(2016)
17,
1
A NEW MULTIPLE MYELOMA CLASSIFICATION SYSTEM THAT CORRELATES TO DISEASE STAGE AND PROGNOSIS - INDICATION OF REVERSIBLE PHENOTYPIC PLASTICITY AS A HALLMARK
– HAEMATOLOGICA
(2016)
101,
160
An Adaptive Resampling Test for Detecting the Presence of Significant Predictors Comment
– JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION
(2015)
110,
1439
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