Professor
Research Interests: High-dimensional statistics and large-scale data analysis
Publications
Debiased inverse propensity score weighting for estimation of average treatment effects with high-dimensional confounders
– Annals of Statistics
(2024)
52,
1978
(doi: 10.1214/24-aos2409)
Cross-validation for change-point regression: Pitfalls and solutions
– Bernoulli
(2024)
31,
388
(doi: 10.3150/24-BEJ1732)
Rank-transformed subsampling: Inference for multiple data splitting and exchangeable p-values
– Journal of the Royal Statistical Society Series B Statistical Methodology
(2024)
87,
256
(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)
86,
1286
(doi: 10.1093/jrsssb/qkae032)
Functional unknomics: Systematic screening of conserved genes of unknown function
– PLoS biology
(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)
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