Ker-Chau Li
Statistics and Probability · 1991–2017
A researcher in the Science corpus: 6 papers; trusts 44 researchers and is trusted by 166 researchers here, as inferred from the citation graph.
Subfields
- Statistics and Probability — 35 citations into it; #138 of 12,932 by trust here, #655 by citations
- Economics and Econometrics — 8 citations into it
- Artificial Intelligence — 7 citations into it
- Control and Systems Engineering — 7 citations into it
- Optimization & Training — 7 citations into it
- Computational Mechanics — 5 citations into it
- Management Science and Operations Research — 5 citations into it
Whom Ker-Chau Li trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Robert Tibshirani
- Brian S. Yandell
- Hui Zou
- Leo Breiman
- Jianqing Fan
- B. Hansen
- Jerome H. Friedman
- C. Stone
- Robert F. Engle
- Trevor J. Hastie
Who trusts Ker-Chau Li overall
- Bing Li
- R. Dennis Cook
- Xiangrong Yin
- Kenji Fukumizu
- Lixing Zhu
- Yingcun Xia
- Jérôme Saracco
- Jane-ling Wang
- Jianqing Fan
- Francesca Chiaromonte
Papers from Ker-Chau Li's perspective
Ordered by how strongly the researchers Ker-Chau Li 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
- The Adaptive Lasso and Its Oracle Properties
- Addendum: Regularization and variable selection via the elastic net
- Sure independence screening for ultrahigh dimensional feature space
- Model selection and estimation in regression with grouped variables
- © Institute of Mathematical Statistics, 2004 LEAST ANGLE REGRESSION
- Estimating the Dimension of a Model
- Nonconcave penalized likelihood with a diverging number of parameters
- Asymptotics for lasso-type estimators
Their papers
- Sliced Inverse Regression for Dimension Reduction (1991)
- Dimension Reduction for Multivariate Response Data (2003) — 103 citations
- A Model-Averaging Approach for High-Dimensional Regression (2014) — 215 citations
- MicroRNA signature predicts survival and relapse in lung cancer. (2008) — 811 citations
- A weight-relaxed model averaging approach for high-dimensional generalized linear models (2017) — 108 citations
- On almost Linearity of Low Dimensional Projections from High Dimensional Data (1993)