Shrinkage tuning parameter selection with a diverging number of parameters H Wang, B Li, C Leng Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2009 | 535 | 2009 |
Unified LASSO estimation by least squares approximation H Wang, C Leng Journal of the American Statistical Association 102 (479), 1039-1048, 2007 | 449 | 2007 |
A note on the lasso and related procedures in model selection C Leng, Y Lin, G Wahba Statistica Sinica, 1273-1284, 2006 | 431 | 2006 |
A note on adaptive group lasso H Wang, C Leng Computational statistics & data analysis 52 (12), 5277-5286, 2008 | 424 | 2008 |
Provable subspace clustering: When LRR meets SSC YX Wang, H Xu, C Leng Advances in Neural Information Processing Systems 26, 2013 | 247 | 2013 |
Bayesian adaptive lasso C Leng, MN Tran, D Nott Annals of the Institute of Statistical Mathematics 66, 221-244, 2014 | 185 | 2014 |
High dimensional ordinary least squares projection for screening variables X Wang, C Leng Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2016 | 157 | 2016 |
Penalized high-dimensional empirical likelihood CY Tang, C Leng Biometrika 97 (4), 905-920, 2010 | 132 | 2010 |
Association between body mass index and chronic kidney disease in men and women: population-based study of Malay adults in Singapore A Shankar, C Leng, KS Chia, D Koh, ES Tai, SM Saw, SC Lim, TY Wong Nephrology Dialysis Transplantation 23 (6), 1910-1918, 2008 | 132 | 2008 |
Sparse matrix graphical models C Leng, CY Tang Journal of the American Statistical Association 107 (499), 1187-1200, 2012 | 120 | 2012 |
Semiparametric mean–covariance regression analysis for longitudinal data C Leng, W Zhang, J Pan Journal of the American Statistical Association 105 (489), 181-193, 2010 | 114 | 2010 |
A joint modelling approach for longitudinal studies W Zhang, C Leng, CY Tang Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2015 | 111 | 2015 |
Statistical inference in a directed network model with covariates T Yan, B Jiang, SE Fienberg, C Leng Journal of the American Statistical Association 114 (526), 857-868, 2019 | 105 | 2019 |
Asymptotics in directed exponential random graph models with an increasing bi-degree sequence T Yan, C Leng, J Zhu Annals of Statistics 44 (1), 31-57, 2016 | 101 | 2016 |
Penalized empirical likelihood and growing dimensional general estimating equations C Leng, CY Tang Biometrika 99 (3), 703-716, 2012 | 98 | 2012 |
A moving average Cholesky factor model in covariance modelling for longitudinal data W Zhang, C Leng Biometrika 99 (1), 141-150, 2012 | 98 | 2012 |
Convex optimization procedure for clustering: Theoretical revisit C Zhu, H Xu, C Leng, S Yan Advances in Neural Information Processing Systems 27, 2014 | 90 | 2014 |
Gradient-based kernel dimension reduction for regression K Fukumizu, C Leng Journal of the American Statistical Association 109 (505), 359-370, 2014 | 87 | 2014 |
A direct approach for sparse quadratic discriminant analysis. B Jiang, X Wang, C Leng Journal of Machine Learning Research 19, 1-37, 2018 | 78 | 2018 |
A quantile regression estimator for censored data C Leng, X Tong Bernoulli 19 (1), 344-361, 2013 | 70 | 2013 |