Yali Fan

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All published works

Action	Title	Year	Authors
+	Robust semi-supervised classification for imbalanced and incomplete data	2023	Mengxing Chen Jun Dou Yali Fan Yan Song
+	A general adaptive ridge regression method for generalized linear models: an iterative re-weighting approach	2022	Zijun Guo Mengxing Chen Yali Fan Yan Song
+	Adaptive efficient and double-robust regression based on generalized empirical likelihood	2021	Yali Fan Xiang Yayun Zijun Guo
+ PDF Chat	Robust Element-Wise Empirical Likelihood Estimation Method for Longitudinal Data	2019	Tianyu Huang Yali Fan Zongren Sun
+	Variable selection in censored quantile regression with high dimensional data	2017	Yali Fan Yanlin Tang Zhongyi Zhu
+	Two-step variable selection in quantile regression models	2015	Yali Fan
+	SARS spatial data analysis and time series modelling	2015	M. Zhang J. Wen Yali Fan Shuang-yan Jin
+	Robust Variable Selection in Linear Mixed Models	2014	Yali Fan Guoyou Qin Zhong Yi Zhu
+	Variable selection in robust regression models for longitudinal data	2012	Yali Fan Guoyou Qin Zhongyi Zhu
+	Properties of F statistics with AR(1) model	2005	Yali Fan

Common Coauthors

Coauthor	Papers Together
Zhongyi Zhu	2
Guoyou Qin	2
Zijun Guo	2
Mengxing Chen	2
Zongren Sun	1
Yan Song	1
Yan Song	1
Tianyu Huang	1
Shuang-yan Jin	1
J. Wen	1
M. Zhang	1
Zhong Yi Zhu	1
Yanlin Tang	1
Xiang Yayun	1
Jun Dou	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	Variable Selection via Nonconcave Penalized Likelihood and its Oracle Properties	2001	Jianqing Fan Runze Li	6
+	Regression Shrinkage and Selection Via the Lasso	1996	Robert Tibshirani	6
+ PDF Chat	The Adaptive Lasso and Its Oracle Properties	2006	Hui Zou	5
+	Robust Estimation in Generalized Partial Linear Models for Clustered Data	2005	Xuming He Wing K. Fung Zhongyi Zhu	4
+	Variable selection in robust regression models for longitudinal data	2012	Yali Fan Guoyou Qin Zhongyi Zhu	4
+ PDF Chat	The sparsity and bias of the Lasso selection in high-dimensional linear regression	2008	Cun-Hui Zhang Jian Huang	2
+	Robust inference in generalized linear models for longitudinal data	2006	Sanjoy K. Sinha	2
+ PDF Chat	Efficient Robust Regression via Two-Stage Generalized Empirical Likelihood	2013	Howard D. Bondell Leonard A. Stefanski	2
+ PDF Chat	Lasso-type recovery of sparse representations for high-dimensional data	2009	Nicolai Meinshausen Bin Yu	2
+ PDF Chat	ℓ1-penalized quantile regression in high-dimensional sparse models	2010	Alexandre Belloni Victor Chernozhukov	2
+ PDF Chat	Variable Selection for Marginal Longitudinal Generalized Linear Models	2005	Eva Cantoni Joanna Mills Flemming Elvezio Ronchetti	2
+ PDF Chat	The Dantzig selector: Statistical estimation when p is much larger than n	2007	Emmanuel J. Candès Terence Tao	2
+	Influence Diagnostics and Outlier Tests for Semiparametric Mixed Models	2002	Wing–Kam Fung Zhongyi Zhu Bo-Cheng Wei Xuming He	2
+ PDF Chat	VARIABLE SELECTION IN QUANTILE REGRESSION	2009	Yichao Wu Yufeng Liu	2
+ PDF Chat	Quantile Regression for Analyzing Heterogeneity in Ultra-High Dimension	2012	Lan Wang Yichao Wu Runze Li	2
+	Longitudinal data analysis using generalized linear models	1986	Kung‐Yee Liang Scott L. Zeger	2
+ PDF Chat	Sure Independence Screening for Ultrahigh Dimensional Feature Space	2008	Jianqing Fan Jinchi Lv	2
+	Semiparametric Stochastic Mixed Models for Longitudinal Data	1998	Daowen Zhang Xihong Lin Jonathan Raz MaryFran Sowers	2
+ PDF Chat	Empirical Likelihood and General Estimating Equations	1994	Qin Jin Jerry Lawless	2
+	Weighted empirical likelihood for generalized linear models with longitudinal data	2010	Yang Bai Wing K. Fung Zhongyi Zhu	1
+	Robust estimation in joint mean–covariance regression model for longitudinal data	2012	Xueying Zheng Wing K. Fung Zhongyi Zhu	1
+ PDF Chat	L1-Penalized Quantile Regression in High Dimensional Sparse Models	2009	Victor Chernozhukov Alexandre Belloni	1
+ PDF Chat	Sure independence screening in generalized linear models with NP-dimensionality	2010	Jianqing Fan Rui Song	1
+ PDF Chat	Joint Variable Selection for Fixed and Random Effects in Linear Mixed‐Effects Models	2010	Howard D. Bondell Arun Krishna Sujit K. Ghosh	1
+ PDF Chat	Fixed and Random Effects Selection in Mixed Effects Models	2010	Joseph G. Ibrahim Hongtu Zhu Ramon I. Garcia Ruixin Guo	1
+	Empirical likelihood estimation and consistent tests with conditional moment restrictions	2003	Stephen G. Donald Guido W. Imbens Whitney K. Newey	1
+	Robust estimation in generalized semiparametric mixed models for longitudinal data	2007	Guoyou Qin Zhongyi Zhu	1
+	Improving the computation of censored quantile regressions	2007	Bernd Fitzenberger Peter Winker	1
+	Unified LASSO Estimation by Least Squares Approximation	2007	Hansheng Wang Chenlei Leng	1
+	Three-Step Censored Quantile Regression and Extramarital Affairs	2002	Victor Chernozhukov Han Hong	1
+	Introduction to linear optimization	1997	Dimitris Bertsimas John N. Tsitsiklis	1
+	Multinomial Goodness-Of-Fit Tests	1984	Noel Cressie Timothy R. C. Read	1
+ PDF Chat	Bayesian adaptive Lasso quantile regression	2012	Rahim Alhamzawi Keming Yu Dries F. Benoit	1
+	Deletion diagnostics for generalised estimating equations	1996	John S. Preisser Bahjat F. Qaqish	1
+ PDF Chat	Outlier Detection Using Nonconvex Penalized Regression	2011	Yiyuan She Art B. Owen	1
+ PDF Chat	Penalized Estimating Functions and Variable Selection in Semiparametric Regression Models	2008	Brent A. Johnson Dahua Lin Donglin Zeng	1
+	Variable selection in high-dimensional quantile varying coefficient models	2013	Yanlin Tang Xinyuan Song Huixia Wang Zhongyi Zhu	1
+ PDF Chat	Robust Inference for Generalized Linear Models	2001	Eva Cantoni Elvezio Ronchetti	1
+	Alternative Semi‐parametric Likelihood Approaches to Generalised Method of Moments Estimation	1997	Richard J. Smith	1
+	Identification and classification of multiple outliers, high leverage points and influential observations in linear regression	2015	Abdul Nurunnabi Mohammed Nasser A. H. M. Rahmatullah Imon	1
+	Censored regression quantiles	1986	James L. Powell	1
+	Local Linear Additive Quantile Regression	2004	Keming Yu Zudi Lu	1
+	Robustified Maximum Likelihood Estimation in Generalized Partial Linear Mixed Model for Longitudinal Data	2008	Guo You Qin Zhong Yi Zhu	1
+	Generalized empirical likelihood methods for analyzing longitudinal data	2010	Suojin Wang Lianfen Qian Raymond J. Carroll	1
+ PDF Chat	Robust Variable Selection With Exponential Squared Loss	2013	Xueqin Wang Yunlu Jiang Mian Huang Heping Zhang	1
+	Model selection in linear mixed effect models	2012	Heng Peng Ying Lü	1
+ PDF Chat	Random Effects Selection in Linear Mixed Models	2003	Zhen Chen David B. Dunson	1
+ PDF Chat	A class of robust and fully efficient regression estimators	2002	Daniel Gervini Vı́ctor J. Yohai	1
+ PDF Chat	Robust Estimation of a Location Parameter	1964	Peter J. Huber	1
+	Marginally Specified Generalized Linear Mixed Models: A Robust Approach	2002	Joanna Mills Chris Field Debbie J. Dupuis	1