Professor
Research Interests: High-dimensional statistics and large-scale data analysis
Publications
Rank-transformed subsampling: inference for multiple data splitting and exchangeable p-values
– Journal of the Royal Statistical Society Series B (Statistical Methodology)
(2024)
qkae091
(doi: 10.1093/jrsssb/qkae091)
Sandwich boosting for accurate estimation in partially linear models for grouped data
– Journal of The Royal Statistical Society Series B-statistical Methodology
(2024)
qkae032
(doi: 10.1093/jrsssb/qkae032)
Functional unknomics: Systematic screening of conserved genes of unknown function.
– PLoS Biol
(2023)
21,
e3002222
(doi: 10.1371/journal.pbio.3002222)
Sandwich Boosting for Accurate Estimation in Partially Linear Models for
Grouped Data
(2023)
Double-Estimation-Friendly Inference for High-Dimensional Misspecified Models
– Statistical Science
(2023)
38,
68
(doi: 10.1214/22-sts850)
Rank-transformed subsampling: inference for multiple data splitting and
exchangeable p-values
(2023)
The Projected Covariance Measure for assumption-lean variable
significance testing
(2022)
Conditional independence testing in Hilbert spaces with applications to functional data analysis
– Journal of the Royal Statistical Society. Series B: Statistical Methodology
(2022)
84,
1821
(doi: 10.1111/rssb.12544)
High-dimensional regression with potential prior information on variable importance
– Statistics and Computing
(2022)
32,
52
(doi: 10.1007/s11222-022-10110-5)
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