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 | 10284 | 2001 |
Local polynomial modelling and its applications: monographs on statistics and applied probability 66 J Fan Routledge, 2018 | 7849 | 2018 |
Sure independence screening for ultrahigh dimensional feature space J Fan, J Lv Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2008 | 3047 | 2008 |
High-dimensional statistics: A non-asymptotic viewpoint MJ Wainwright Cambridge university press, 2019 | 2675 | 2019 |
Nonlinear time series: nonparametric and parametric methods J Fan, Q Yao Springer, 2003 | 2637 | 2003 |
Design-adaptive nonparametric regression J Fan Journal of the American statistical Association 87 (420), 998-1004, 1992 | 1933 | 1992 |
Challenges of big data analysis J Fan, F Han, H Liu National science review 1 (2), 293-314, 2014 | 1772 | 2014 |
Bootstrap methods: A guide for practitioners and researchers MR Chernick John Wiley & Sons, 2011 | 1442 | 2011 |
Local linear regression smoothers and their minimax efficiencies J Fan The annals of Statistics, 196-216, 1993 | 1351 | 1993 |
Nonconcave penalized likelihood with a diverging number of parameters J Fan, H Peng | 1162 | 2004 |
On the optimal rates of convergence for nonparametric deconvolution problems J Fan The Annals of Statistics, 1257-1272, 1991 | 1130 | 1991 |
Asymptotic theory of statistics and probability A DasGupta Springer, 2008 | 1120 | 2008 |
A selective overview of variable selection in high dimensional feature space J Fan, J Lv Statistica Sinica 20 (1), 101, 2010 | 1062 | 2010 |
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 | 1006 | 1997 |
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 | 937 | 2013 |
Statistical estimation in varying coefficient models J Fan, W Zhang The annals of Statistics 27 (5), 1491-1518, 1999 | 896 | 1999 |
Variable bandwidth and local linear regression smoothers J Fan, I Gijbels The Annals of Statistics, 2008-2036, 1992 | 883 | 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 | 856 | 2010 |
Generalized likelihood ratio statistics and Wilks phenomenon J Fan, C Zhang, J Zhang The Annals of statistics 29 (1), 153-193, 2001 | 832 | 2001 |
Profile likelihood inferences on semiparametric varying-coefficient partially linear models J Fan, T Huang Bernoulli 11 (6), 1031-1057, 2005 | 828 | 2005 |