| The MicroArray Quality Control (MAQC)-II study of common practices for the development and validation of microarray-based predictive models M Consortium Nature Biotechnology 28 (8), 827-838, 2010 | 684 | 2010 |
| Ultrahigh dimensional feature selection: beyond the linear model J Fan, R Samworth, Y Wu The Journal of Machine Learning Research 10, 2013-2038, 2009 | 385 | 2009 |
| Variable selection in quantile regression Y Wu, Y Liu Statistica Sinica, 801-817, 2009 | 358 | 2009 |
| Network exploration via the adaptive LASSO and SCAD penalties J Fan, Y Feng, Y Wu The annals of applied statistics 3 (2), 521, 2009 | 349 | 2009 |
| Robust truncated hinge loss support vector machines Y Wu, Y Liu Journal of the American Statistical Association 102 (479), 974-983, 2007 | 293 | 2007 |
| Quantile regression for analyzing heterogeneity in ultra-high dimension L Wang, Y Wu, R Li Journal of the American Statistical Association 107 (497), 214-222, 2012 | 186 | 2012 |
| High-dimensional variable selection for Cox’s proportional hazards model J Fan, Y Feng, Y Wu Borrowing strength: Theory powering applications–a Festschrift for Lawrence …, 2010 | 145 | 2010 |
| Variable selection for the multicategory SVM via adaptive sup-norm regularization HH Zhang, Y Liu, Y Wu, J Zhu Electronic Journal of Statistics 2, 149-167, 2008 | 106 | 2008 |
| Variable Selection via A Combination of the L0 and L1 Penalties Y Liu, Y Wu Journal of Computational and Graphical Statistics 16 (4), 782-798, 2007 | 97 | 2007 |
| Hard or soft classification? large-margin unified machines Y Liu, HH Zhang, Y Wu Journal of the American Statistical Association 106 (493), 166-177, 2011 | 94 | 2011 |
| Azithromycin treatment alters gene expression in inflammatory, lipid metabolism, and cell cycle pathways in well-differentiated human airway epithelia C Ribeiro, H Hurd, ... PLoS ONE 4 (6), 2009 | 93 | 2009 |
| Semiparametric estimation of covariance matrixes for longitudinal data J Fan, Y Wu Journal of the American Statistical Association 103 (484), 1520-1533, 2008 | 87 | 2008 |
| Ultrahigh dimensional variable selection: beyond the linear model J Fan, R Samworth, Y Wu arXiv preprint arXiv:0812.3201, 2008 | 74 | 2008 |
| Stepwise multiple quantile regression estimation using non-crossing constraints Y Liu, Y Wu Statistics and its Interface 2 (3), 299-310, 2009 | 69 | 2009 |
| Marginal empirical likelihood and sure independence feature screening J Chang, CY Tang, Y Wu Annals of statistics 41 (4), 2013 | 67 | 2013 |
| Varying-coefficient functional linear regression Y Wu, J Fan, HG Müller Bernoulli 16 (3), 730-758, 2010 | 57 | 2010 |
| Homogeneity pursuit ZT Ke, J Fan, Y Wu Journal of the American Statistical Association 110 (509), 175-194, 2015 | 56 | 2015 |
| Continuously additive models for nonlinear functional regression HG Müller, Y Wu, F Yao Biometrika 100 (3), 607-622, 2013 | 53 | 2013 |
| Simultaneous multiple non-crossing quantile regression estimation using kernel constraints Y Liu, Y Wu Journal of nonparametric statistics 23 (2), 415-437, 2011 | 46 | 2011 |
| Elastic net for Cox’s proportional hazards model with a solution path algorithm Y Wu Statistica Sinica 22, 27, 2012 | 44 | 2012 |
