Xiaohui Chen
Statistics and Probability · 2013–2017
A researcher in the Science corpus: 4 papers; trusts 82 researchers and is trusted by 8 researchers here, as inferred from the citation graph.
Subfields
- Statistics and Probability — 89 citations into it; #4,469 of 12,932 by trust here, #5,661 by citations
- Artificial Intelligence — 28 citations into it
- Finance — 17 citations into it
- Applied Mathematics — 15 citations into it
- Economics and Econometrics — 14 citations into it
- Statistical Learning Theory — 12 citations into it
- Management Science and Operations Research — 10 citations into it
- Computational Mechanics — 9 citations into it
Whom Xiaohui Chen trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Peter J. Bickel
- Wei Biao Wu
- Victor Chernozhukov
- Evarist Gin'e
- D. Chetverikov
- Miguel A. Arcones
- Elizaveta Levina
- Jianqing Fan
- Ming Yuan
- U. Einmahl
Who trusts Xiaohui Chen overall
- Alexandre Belloni
- Victor Chernozhukov
- Mengjia Yu
- D. Chetverikov
- Kengo Kato
- Xiao Fang
- Moritz Jirak
- Yuta Koike
- Christian Hansen
- Danna Zhang
Papers from Xiaohui Chen's perspective
Ordered by how strongly the researchers Xiaohui Chen trusts endorse each paper. Same corpus, a different order for every researcher.
- Regression Shrinkage and Selection via the Lasso
- Variable Selection via Nonconcave Penalized Likelihood and its Oracle Properties
- On the distribution of the largest eigenvalue in principal components analysis
- The Dantzig selector: Statistical estimation when P is much larger than n
- Model selection and estimation in regression with grouped variables
- On Model Selection Consistency of Lasso
- Covariance matrix selection and estimation via penalised normal likelihood
- Model selection and estimation in the Gaussian graphical model
- Regularized estimation of large covariance matrices
- Local polynomial modelling and its applications
Their papers
- Gaussian and bootstrap approximations for high-dimensional U-statistics and their applications (2016) — 64 citations
- Covariance and precision matrix estimation for high-dimensional time series (2013) — 152 citations
- Finite sample change point inference and identification for high‐dimensional mean vectors (2017) — 48 citations
- Jackknife multiplier bootstrap: finite sample approximations to the U-process supremum with applications (2017) — 47 citations