| The estimation of prediction error: covariance penalties and cross-validation B Efron Journal of the American Statistical Association 99 (467), 619-632, 2004 | 610 | 2004 |
| Convergence rate of sieve estimates X Shen, WH Wong The Annals of Statistics, 580-615, 1994 | 504 | 1994 |
| The focused information criterion G Claeskens, NL Hjort Journal of the American Statistical Association 98 (464), 900-916, 2003 | 492 | 2003 |
| Penalized model-based clustering with application to variable selection. W Pan, X Shen Journal of machine learning research 8 (5), 2007 | 391 | 2007 |
| On methods of sieves and penalization X Shen The Annals of Statistics 25 (6), 2555-2591, 1997 | 375 | 1997 |
| Local asymptotics for regression splines and confidence regions X Shen, DA Wolfe, S Zhou The annals of statistics 26 (5), 1760-1782, 1998 | 355 | 1998 |
| Probability inequalities for likelihood ratios and convergence rates of sieve MLEs WH Wong, X Shen The Annals of Statistics, 339-362, 1995 | 353 | 1995 |
| Rates of convergence of posterior distributions X Shen, L Wasserman Annals of Statistics, 687-714, 2001 | 349 | 2001 |
| Sieve extremum estimates for weakly dependent data X Chen, X Shen Econometrica, 289-314, 1998 | 347 | 1998 |
| Likelihood-based selection and sharp parameter estimation X Shen, W Pan, Y Zhu Journal of the American Statistical Association 107 (497), 223-232, 2012 | 312 | 2012 |
| On ψ-learning X Shen, GC Tseng, X Zhang, WH Wong Journal of the American Statistical Association 98 (463), 724-734, 2003 | 265 | 2003 |
| Adaptive model selection X Shen, J Ye Journal of the American Statistical Association 97 (457), 210-221, 2002 | 228 | 2002 |
| A powerful and adaptive association test for rare variants W Pan, J Kim, Y Zhang, X Shen, P Wei Genetics 197 (4), 1081-1095, 2014 | 192 | 2014 |
| Multicategory ψ-Learning Y Liu, X Shen Journal of the American Statistical Association 101 (474), 500-509, 2006 | 190 | 2006 |
| Spatially adaptive regression splines and accurate knot selection schemes S Zhou, X Shen Journal of the American Statistical Association 96 (453), 247-259, 2001 | 172 | 2001 |
| Grouping pursuit through a regularization solution surface X Shen, HC Huang Journal of the American Statistical Association 105 (490), 727-739, 2010 | 152 | 2010 |
| Network-based support vector machine for classification of microarray samples Y Zhu, X Shen, W Pan BMC bioinformatics 10, 1-11, 2009 | 146 | 2009 |
| Feature grouping and selection over an undirected graph S Yang, L Yuan, YC Lai, X Shen, P Wonka, J Ye Proceedings of the 18th ACM SIGKDD international conference on Knowledge …, 2012 | 143 | 2012 |
| Multicategory ψ-learning and support vector machine: computational tools Y Liu, X Shen, H Doss Journal of Computational and Graphical Statistics 14 (1), 219-236, 2005 | 138 | 2005 |
| On L1-Norm Multiclass Support Vector Machines: Methodology and Theory L Wang, X Shen Journal of the American Statistical Association 102 (478), 583-594, 2007 | 134 | 2007 |
