Lixing Zhu

Statistics and Probability · with Xue · 2002–2011

A researcher in the Science corpus: 16 papers; trusts 68 researchers and is trusted by 49 researchers here, as inferred from the citation graph.

Subfields

• Statistics and Probability — 140 citations into it; #1,079 of 12,932 by trust here, #1,145 by citations
• Artificial Intelligence — 35 citations into it; #8,659 of 35,345 by trust here, #13,962 by citations
• Control and Systems Engineering — 19 citations into it
• Management Science and Operations Research — 14 citations into it
• Computational Mechanics — 12 citations into it
• Optimization & Training — 9 citations into it
• Representation & Self-Supervised Learning — 9 citations into it
• Finance — 7 citations into it; #2,843 of 10,518 by trust here, #6,162 by citations

Whom Lixing Zhu trusts overall

Their strongest outbound trust, strongest first, inferred from their citations.

1. Ker-Chau Li
2. Li-xing Zhu
3. R. Dennis Cook
4. Jianqing Fan
5. Winfried Stute
6. Art B. Owen
7. Hui Zou
8. Jerome H. Friedman
9. Robert Tibshirani
10. Runze Li

Who trusts Lixing Zhu overall

1. Liugen Xue
2. Xia Cui
3. Bing Li
4. Yiping Yang
5. Yanyuan Ma
6. Winfried Stute
7. Liping Zhu
8. Kyungchul Song
9. Yingxing Li
10. Qiang Xia

Papers from Lixing Zhu's perspective

Ordered by how strongly the researchers Lixing Zhu trusts endorse each paper. Same corpus, a different order for every researcher.

1. Regression Shrinkage and Selection via the Lasso
2. The Adaptive Lasso and Its Oracle Properties
3. Variable Selection via Nonconcave Penalized Likelihood and its Oracle Properties
4. Model selection and estimation in regression with grouped variables
5. Sure independence screening for ultrahigh dimensional feature space
6. © Institute of Mathematical Statistics, 2004 LEAST ANGLE REGRESSION
7. Ideal spatial adaptation by wavelet shrinkage
8. [A Statistical View of Some Chemometrics Regression Tools]: Discussion
9. Sliced Inverse Regression for Dimension Reduction
10. Addendum: Regularization and variable selection via the elastic net

Their papers

• Model-Free Feature Screening for Ultrahigh Dimensional Data (2011) — 518 citations
• Robust rank correlation based screening (2010) — 341 citations
• On Sliced Inverse Regression With High-Dimensional Covariates (2006) — 289 citations
• Nonparametric checks for single-index models (2005) — 175 citations
• On a Projective Resampling Method for Dimension Reduction With Multivariate Responses (2008) — 107 citations
• Empirical likelihood confidence regions in a partially linear single‐index model (2006) — 254 citations
• Model Checks for Generalized Linear Models (2002) — 143 citations
• Empirical Likelihood for a Varying Coefficient Model With Longitudinal Data (2007) — 217 citations
• NONCONCAVE PENALIZED M-ESTIMATION WITH A DIVERGING NUMBER OF PARAMETERS (2011) — 116 citations
• Sufficient dimension reduction through discretization-expectation estimation (2010) — 120 citations
• Estimation for a partial-linear single-index model (2009) — 207 citations
• Model diagnosis for parametric regression in high-dimensional spaces (2008) — 53 citations
• Empirical Likelihood Inference in Nonlinear Errors-in-Covariables Models With Validation Data (2007) — 63 citations
• Empirical Likelihood Semiparametric Regression Analysis for Longitudinal Data (2007) — 129 citations
• On kernel method for sliced average variance estimation (2007) — 68 citations
• Empirical likelihood for single-index models (2006) — 103 citations