| Variable selection via nonconcave penalized likelihood and its oracle properties J Fan, R Li Journal of the American statistical Association 96 (456), 1348-1360, 2001 | 11774 | 2001 |
| Local polynomial modelling and its applications: monographs on statistics and applied probability 66 J Fan Routledge, 2018 | 8432 | 2018 |
| High-dimensional statistics: A non-asymptotic viewpoint MJ Wainwright Cambridge university press, 2019 | 4113 | 2019 |
| Sure independence screening for ultrahigh dimensional feature space J Fan, J Lv Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2008 | 3540 | 2008 |
| Nonlinear time series: nonparametric and parametric methods J Fan, Q Yao Springer New York, 2003 | 2859 | 2003 |
| Challenges of big data analysis J Fan, F Han, H Liu National science review 1 (2), 293-314, 2014 | 2190 | 2014 |
| Design-adaptive nonparametric regression J Fan Journal of the American statistical Association 87 (420), 998-1004, 1992 | 1992 | 1992 |
| Bootstrap methods MR Chernick, W González-Manteiga, RM Crujeiras, EB Barrios International encyclopedia of statistical science, 169-174, 2011 | 1765 | 2011 |
| Local linear regression smoothers and their minimax efficiencies J Fan The annals of Statistics, 196-216, 1993 | 1401 | 1993 |
| Nonconcave penalized likelihood with a diverging number of parameters J Fan, H Peng | 1293 | 2004 |
| On the optimal rates of convergence for nonparametric deconvolution problems J Fan The Annals of Statistics, 1257-1272, 1991 | 1228 | 1991 |
| A selective overview of variable selection in high dimensional feature space J Fan, J Lv Statistica Sinica 20 (1), 101, 2010 | 1213 | 2010 |
| Asymptotic theory of statistics and probability A DasGupta Springer 180, 40-41, 2008 | 1208 | 2008 |
| Large covariance estimation by thresholding principal orthogonal complements J Fan, Y Liao, M Mincheva Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2013 | 1197 | 2013 |
| A theoretical analysis of deep Q-learning J Fan, Z Wang, Y Xie, Z Yang Learning for dynamics and control, 486-489, 2020 | 1092 | 2020 |
| Generalized partially linear single-index models RJ Carroll, J Fan, I Gijbels, MP Wand Journal of the American Statistical Association 92 (438), 477-489, 1997 | 1078 | 1997 |
| Statistical estimation in varying coefficient models J Fan, W Zhang The annals of Statistics 27 (5), 1491-1518, 1999 | 968 | 1999 |
| Variable bandwidth and local linear regression smoothers J Fan, I Gijbels The Annals of Statistics, 2008-2036, 1992 | 954 | 1992 |
| The MicroArray Quality Control (MAQC)-II study of common practices for the development and validation of microarray-based predictive models Nature biotechnology 28 (8), 827-838, 2010 | 939 | 2010 |
| Profile likelihood inferences on semiparametric varying-coefficient partially linear models J Fan, T Huang Bernoulli 11 (6), 1031-1057, 2005 | 911 | 2005 |
Runze Li, Eberly Family Chair in Statis...Department of Statistics, Penn State UnviersityVerified email at psu.edu
