Concepedia

Jianqing Fan

JF

Statistics

Publications

275

Citations

51.3K

H-Index

98

Active since

1989

Affiliations

Princeton University(Current)

University of North Carolina at Chapel Hill

Fudan University

Chinese University of Hong Kong

University of California, Los Angeles

Jianqing Fan is an author at Princeton University specializing in biostatistics, econometrics, and statistical modeling.

Publications per year

1989–2024

275

Publications

275

Variable Selection via Nonconcave Penalized Likelihood and its Oracle Properties

Jianqing Fan, Runze Li · Journal of the American Statistical Association · 2001 · 9.2K citations

Natural Sciences, Mathematics, Econometrics +16

Sure Independence Screening for Ultrahigh Dimensional Feature Space

Jianqing Fan, Jinchi Lv · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2008 · 2.8K citations · Full text

Computing, Computer Science, Machine Learning +14

Challenges of Big Data analysis

Jianqing Fan, Fang Han, Han Liu · National Science Review · 2014 · 1.5K citations · Full text

Computing, Computer Science, Data Science +12

Design-adaptive Nonparametric Regression

Jianqing Fan · Journal of the American Statistical Association · 1992 · 1.2K citations

Public Health, Biostatistics, Econometrics +12

Nonconcave penalized likelihood with a diverging number of parameters

Jianqing Fan, Heng Peng · The Annals of Statistics · 2004 · 1K citations · Full text

Natural Sciences, Biostatistics, Econometrics +16

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