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Li-Xing Zhu
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All published works
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Title
Year
Authors
+
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Model-Free Feature Screening for Ultrahigh-Dimensional Data
2011
Li Zhu
Lexin Li
Runze Li
Li-Xing Zhu
Common Coauthors
Coauthor
Papers Together
Lexin Li
1
Runze Li
1
Li Zhu
1
Commonly Cited References
Action
Title
Year
Authors
# of times referenced
+
Statistical Challenges with High Dimensionality: Feature Selection in Knowledge Discovery
2006
Jianqing Fan
Runze Li
1
+
Partially Linear Models
2000
Wolfgang Karl Härdle
Hua Liang
Jiti Gao
1
+
PDF
Chat
Optimal Smoothing in Single-Index Models
1993
Wolfgang Karl Härdle
Peter Hall
Hidehiko Ichimura
1
+
PDF
Chat
Tuning Variable Selection Procedures by Adding Noise
2006
Xiaohui Luo
Leonard A. Stefanski
Dennis D. Boos
1
+
PDF
Chat
Sure independence screening in generalized linear models with NP-dimensionality
2010
Jianqing Fan
Rui Song
1
+
PDF
Chat
The Adaptive Lasso and Its Oracle Properties
2006
Hui Zou
1
+
Better Subset Regression Using the Nonnegative Garrote
1995
Leo Breiman
1
+
Variable Selection via Nonconcave Penalized Likelihood and its Oracle Properties
2001
Jianqing Fan
Runze Li
1
+
PDF
Chat
On almost Linearity of Low Dimensional Projections from High Dimensional Data
1993
Peter Hall
Ker-Chau Li
1
+
Generalized Partially Linear Single-Index Models
1997
Raymond J. Carroll
Jianqing Fan
Irène Gijbels
M. P. Wand
1
+
PDF
Chat
Controlling Variable Selection by the Addition of Pseudovariables
2007
Yujun Wu
Dennis D. Boos
Leonard A. Stefanski
1
+
PDF
Chat
Boosting method for nonlinear transformation models with censored survival data
2008
Wenbin Lu
Li Li
1
+
Ultrahigh dimensional feature selection: beyond the linear model.
2009
Jianqing Fan
Richard J. Samworth
Yichao Wu
1
+
Symmetric Multivariate and Related Distributions.
1991
Sanat K. Sarkar
Kai-Tai Fang
Samuel Kotz
Kai-Wang Ng
1
+
Regression Shrinkage and Selection Via the Lasso
1996
Robert Tibshirani
1
+
PDF
Chat
Boosting proportional hazards models using smoothing splines, with applications to high-dimensional microarray data
2005
Hui Li
Y. Luan
1
+
PDF
Chat
Model Selection and Estimation in Regression with Grouped Variables
2005
Ming Yuan
Yi Lin
1
+
PDF
Chat
Sure Independence Screening for Ultrahigh Dimensional Feature Space
2008
Jianqing Fan
Jinchi Lv
1
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A Selective Overview of Variable Selection in High Dimensional Feature Space.
2010
Jianqing Fan
Jinchi Lv
1
+
PDF
Chat
Rejoinder: The Dantzig selector: Statistical estimation when p is much larger than n
2007
Emmanuel J. Candès
Terence Tao
1
+
PDF
Chat
The Dantzig selector: Statistical estimation when p is much larger than n
2007
Emmanuel J. Candès
Terence Tao
1
+
Forward Regression for Ultra-High Dimensional Variable Screening
2009
Hansheng Wang
1
+
Generalized Partially Linear Single-Index Models
1997
Raymond J. Carroll
Jianqing Fan
Irène Gijbels
M. P. Wand
1