| Regularization and variable selection via the elastic net H Zou, T Hastie Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2005 | 22167 | 2005 |
| The adaptive lasso and its oracle properties H Zou Journal of the American statistical association 101 (476), 1418-1429, 2006 | 9075 | 2006 |
| Sparse principal component analysis H Zou, T Hastie, R Tibshirani Journal of computational and graphical statistics 15 (2), 265-286, 2006 | 4056 | 2006 |
| Multi-class adaboost J Zhu, H Zou, S Rosset, T Hastie Statistics and Its Interface 2 (3), 349-360, 2009 | 2566* | 2009 |
| One-step sparse estimates in nonconcave penalized likelihood models H Zou, R Li Annals of statistics 36 (4), 1509, 2008 | 1484 | 2008 |
| On the “degrees of freedom” of the lasso H Zou, T Hastie, R Tibshirani | 1279 | 2007 |
| On the adaptive elastic-net with a diverging number of parameters H Zou, HH Zhang Annals of statistics 37 (4), 1733, 2009 | 1046 | 2009 |
| Composite quantile regression and the oracle model selection theory H Zou, M Yuan | 682 | 2008 |
| Strong Oracle Optimality of Folded Concave Penalized Estimation J Fan, L Xue, H Zou Annals of Statistics 42 (3), 819-849, 2014 | 361 | 2014 |
| New efficient estimation and variable selection methods for semiparametric varying-coefficient partially linear models B Kai, R Li, H Zou Annals of statistics 39 (1), 305, 2011 | 344 | 2011 |
| The doubly regularized support vector machine L Wang, J Zhu, H Zou Statistica Sinica, 589-615, 2006 | 344 | 2006 |
| Regularized rank-based estimation of high-dimensional nonparanormal graphical models L Xue, H Zou Annals of Statistics 40 (5), 2541-2571, 2012 | 335 | 2012 |
| Combining time series models for forecasting H Zou, Y Yang International journal of Forecasting 20 (1), 69-84, 2004 | 335 | 2004 |
| A Fast Unified Algorithm for Solving Group-Lasso Penalized Learning Problems Y Yang, H Zou Statistics and Computing, 2014 | 276 | 2014 |
| Local composite quantile regression smoothing: an efficient and safe alternative to local polynomial regression B Kai, R Li, H Zou Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2010 | 266 | 2010 |
| Hybrid huberized support vector machines for microarray classification and gene selection L Wang, J Zhu, H Zou Bioinformatics 24 (3), 412-419, 2008 | 260 | 2008 |
| A Direct Approach to Sparse Discriminant Analysis in Ultra-high Dimensions. Q Mai, H Zou, M Yuan Biometrika 99 (1), 29-42, 2012 | 251 | 2012 |
| Statistical Foundations of Data Science J Fan, R Li, C Zhang, H Zou | 215 | 2020 |
| A selective overview of sparse principal component analysis H Zou, L Xue Proceedings of the IEEE 106 (8), 1311-1320, 2018 | 197 | 2018 |
| Positive Definite ℓ1 Penalized Estimation of Large Covariance Matrices* L Xue, S Ma, H Zou Journal of the American Statistical Association, 2012 | 195 | 2012 |