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Chenlei Leng (冷琛雷)
Chenlei Leng (冷琛雷)
Professor of Statistics, University of Warwick
Verified email at warwick.ac.uk - Homepage
Title
Cited by
Cited by
Year
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
5022009
Unified LASSO estimation by least squares approximation
H Wang, C Leng
Journal of the American Statistical Association 102 (479), 1039-1048, 2007
4282007
A note on the lasso and related procedures in model selection
C Leng, Y Lin, G Wahba
Statistica Sinica, 1273-1284, 2006
4162006
A note on adaptive group lasso
H Wang, C Leng
Computational statistics & data analysis 52 (12), 5277-5286, 2008
3902008
Provable subspace clustering: When LRR meets SSC
YX Wang, H Xu, C Leng
Advances in Neural Information Processing Systems 26, 2013
2402013
Bayesian adaptive lasso
C Leng, MN Tran, D Nott
Annals of the Institute of Statistical Mathematics 66, 221-244, 2014
1702014
High dimensional ordinary least squares projection for screening variables
X Wang, C Leng
Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2016
1432016
Penalized high-dimensional empirical likelihood
CY Tang, C Leng
Biometrika 97 (4), 905-920, 2010
1292010
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
1282008
Sparse matrix graphical models
C Leng, CY Tang
Journal of the American Statistical Association 107 (499), 1187-1200, 2012
1112012
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
1102010
Penalized empirical likelihood and growing dimensional general estimating equations
C Leng, CY Tang
Biometrika 99 (3), 703-716, 2012
942012
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
922016
A joint modelling approach for longitudinal studies
W Zhang, C Leng, CY Tang
Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2015
912015
A moving average Cholesky factor model in covariance modelling for longitudinal data
W Zhang, C Leng
Biometrika 99 (1), 141-150, 2012
902012
Statistical inference in a directed network model with covariates
T Yan, B Jiang, SE Fienberg, C Leng
Journal of the American Statistical Association, 2018
892018
Convex optimization procedure for clustering: Theoretical revisit
C Zhu, H Xu, C Leng, S Yan
Advances in Neural Information Processing Systems 27, 2014
822014
Gradient-based kernel dimension reduction for regression
K Fukumizu, C Leng
Journal of the American Statistical Association 109 (505), 359-370, 2014
792014
A quantile regression estimator for censored data
C Leng, X Tong
Bernoulli 19 (1), 344-361, 2013
682013
Variable selection and coefficient estimation via regularized rank regression
C Leng
Statistica Sinica, 167-181, 2010
662010
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