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Author
Jianqing Fan
also known as Fan, J., Fan, JianQing, Fan, Jianqing
University of International Business and Economics · Princeton University · Capital University of Economics and Business · University of North Carolina at Charlotte
About this author
Works
673
Cited by
54,567
h-index
102
i10
296
ORCID ↗
Top papers
Variable Selection via Nonconcave Penalized Likelihood and its Oracle Properties
Jianqing Fan, Runze Li
·
2001
·
Journal of the American Statistical Association
↗ 9,122
Sure Independence Screening for Ultrahigh Dimensional Feature Space
Jianqing Fan, Jinchi Lv
·
2008
·
Journal of the Royal Statistical Society Series B (Statistical Methodology)
↗ 2,791
OA
Challenges of Big Data analysis
Jianqing Fan, Fang Han, Han Liu
·
2014
·
National Science Review
↗ 1,439
OA
Nonlinear Time Series: Nonparametric and Parametric Methods
Jianqing Fan, Qiwei Yao
·
2003
·
Springer series in statistics
↗ 1,237
Design-adaptive Nonparametric Regression
Jianqing Fan
·
1992
·
Journal of the American Statistical Association
↗ 1,186
Nonconcave penalized likelihood with a diverging number of parameters
Jianqing Fan, Heng Peng
·
2004
·
The Annals of Statistics
↗ 1,039
OA
Large Covariance Estimation by Thresholding Principal Orthogonal Complements
Jianqing Fan, Yuan Liao, Martina Mincheva
·
2013
·
Journal of the Royal Statistical Society Series B (Statistical Methodology)
↗ 914
OA
Local Linear Regression Smoothers and Their Minimax Efficiencies
Jianqing Fan
·
1993
·
The Annals of Statistics
↗ 902
OA
On the Optimal Rates of Convergence for Nonparametric Deconvolution Problems
Jianqing Fan
·
1991
·
The Annals of Statistics
↗ 860
OA
A Selective Overview of Variable Selection in High Dimensional Feature Space.
Jianqing Fan, Jinchi Lv
·
2010
·
PubMed
↗ 826
OA
Generalized Partially Linear Single-Index Models
Raymond J. Carroll, Jianqing Fan, Irène Gijbels, et al.
·
1997
·
Journal of the American Statistical Association
↗ 799
High dimensional covariance matrix estimation using a factor model
Jianqing Fan, Yingying Fan, Jinchi Lv
·
2008
·
Journal of Econometrics
↗ 728
Books
Local polynomial modelling and its applications
1996
·
CRC Press LLC
Selected Works of Peter J. Bickel
2012
·
Imprint: Springer
Frontiers in Statistics
2006
·
Imperial College Press
Nonlinear time series
2003
·
Springer-Verlag New York Inc.
Selected Works Of Peter J Bickel
2012
·
Springer
Contemporary multivariate analysis and design of experiments
2005
·
World Scientific Publishing Co Pte Ltd
Elements of Financial Econometrics
2017
·
Cambridge University Press
Statistical Foundation of Data Science
2020
·
Taylor & Francis Group