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Faculty of Mathematics

 

 

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
AR Lundborg, RD Shah, J Peters
(2021)
Debiased Inverse Propensity Score Weighting for Estimation of Average Treatment Effects with High-Dimensional Confounders
Y Wang, RD Shah
(2020)
The hardness of conditional independence testing and the generalised covariance measure
RD Shah, J Peters
– The Annals of Statistics
(2020)
48,
1514
Goodness‐of‐fit testing in high dimensional generalized linear models
J Janková, RD Shah, P Bühlmann, RJ Samworth
– Journal of the Royal Statistical Society Series B: Statistical Methodology
(2020)
82,
773
Right singular vector projection graphs: fast high dimensional covariance matrix estimation under latent confounding
RD Shah, B Frot, GA Thanei, N Meinshausen
– Journal of the Royal Statistical Society. Series B: Statistical Methodology
(2020)
82,
361
Double-estimation-friendly inference for high-dimensional misspecified models
RD Shah, P Bühlmann
(2019)
Challenges in comparing physical abuse, fractures and metabolic bone disease in young children in the UK and Sweden.
PD Mitchell, R Brown, T Wang, RD Shah, RJ Samworth
– Arch Dis Child
(2019)
104,
1122.2
Multicentre study of physical abuse and limb fractures in young children in the East Anglia Region, UK
PD Mitchell, R Brown, T Wang, RD Shah, RJ Samworth, S Deakin, P Edge, I Hudson, R Hutchinson, K Stohr, M Latimer, R Natarajan, S Qasim, A Rehm, A Sanghrajka, E Tissingh, GM Wright
– Arch Dis Child
(2019)
104,
956
A multiple myeloma classification system that associates normal B-cell subset phenotypes with prognosis
JS Bødker, RF Brøndum, A Schmitz, AA Schönherz, DS Jespersen, M Sønderkær, C Vesteghem, H Due, CH Nørgaard, M Perez-Andres, MK Samur, F Davies, B Walker, C Pawlyn, M Kaiser, D Johnson, U Bertsch, A Broyl, M van Duin, R Shah, P Johansen, MA Nørgaard, RJ Samworth, P Sonneveld, H Goldschmidt et al.
– Blood advances
(2018)
2,
2400
The xyz algorithm for fast interaction search in high-dimensional data
GA Thanei, N Meinshausen, RD Shah
– Journal of Machine Learning Research
(2018)
19,
ARTN 37
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Research Groups

Cantab Capital Institute for the Mathematics of Information
Statistical Laboratory

Room

D1.15

Telephone

01223 765923