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Faculty of Mathematics

 

 

Professor 
Research Interests: High-dimensional statistics and large-scale data analysis

 

Publications

Rank-transformed subsampling: inference for multiple data splitting and exchangeable p-values
FR Guo, RD Shah
– Journal of the Royal Statistical Society Series B (Statistical Methodology)
(2024)
qkae091
Sandwich boosting for accurate estimation in partially linear models for grouped data
EH Young, RD Shah
– Journal of The Royal Statistical Society Series B-statistical Methodology
(2024)
qkae032
Average partial effect estimation using double machine learning
H Klyne, RD Shah
(2023)
Functional unknomics: Systematic screening of conserved genes of unknown function.
JJ Rocha, SA Jayaram, TJ Stevens, N Muschalik, RD Shah, S Emran, C Robles, M Freeman, S Munro
– PLoS Biol
(2023)
21,
e3002222
Sandwich Boosting for Accurate Estimation in Partially Linear Models for Grouped Data
EH Young, RD Shah
(2023)
Double-Estimation-Friendly Inference for High-Dimensional Misspecified Models
RD Shah, P Bühlmann
– Statistical Science
(2023)
38,
68
Rank-transformed subsampling: inference for multiple data splitting and exchangeable p-values
FR Guo, RD Shah
(2023)
The Projected Covariance Measure for assumption-lean variable significance testing
AR Lundborg, I Kim, RD Shah, RJ Samworth
(2022)
Conditional independence testing in Hilbert spaces with applications to functional data analysis
AR Lundborg, RD Shah, J Peters
– Journal of the Royal Statistical Society. Series B: Statistical Methodology
(2022)
84,
1821
High-dimensional regression with potential prior information on variable importance
BG Stokell, RD Shah
– Statistics and Computing
(2022)
32,
52
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Research Groups

Cantab Capital Institute for the Mathematics of Information
Statistical Laboratory

Room

D1.15

Telephone

01223 765923