Nearly unbiased variable selection under minimax concave penalty CH Zhang | 4334 | 2010 |
Confidence intervals for low dimensional parameters in high dimensional linear models CH Zhang, SS Zhang Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2014 | 1313 | 2014 |
The sparsity and bias of the lasso selection in high-dimensional linear regression CH Zhang, J Huang | 1041 | 2008 |
Adaptive Lasso for sparse high-dimensional regression models J Huang, S Ma, CH Zhang Statistica Sinica, 1603-1618, 2008 | 779 | 2008 |
Scaled sparse linear regression T Sun, CH Zhang Biometrika 99 (4), 879-898, 2012 | 622 | 2012 |
The multivariate L1-median and associated data depth Y Vardi, CH Zhang Proceedings of the National Academy of Sciences 97 (4), 1423-1426, 2000 | 604 | 2000 |
Optimal rates of convergence for covariance matrix estimation TT Cai, CH Zhang, HH Zhou | 574 | 2010 |
A group bridge approach for variable selection J Huang, S Ma, H Xie, CH Zhang Biometrika 96 (2), 339-355, 2009 | 411 | 2009 |
A general theory of concave regularization for high-dimensional sparse estimation problems CH Zhang, T Zhang | 390 | 2012 |
Fourier methods for estimating mixing densities and distributions CH Zhang The Annals of Statistics, 806-831, 1990 | 342 | 1990 |
On tensor completion via nuclear norm minimization M Yuan, CH Zhang Foundations of Computational Mathematics 16 (4), 1031-1068, 2016 | 298 | 2016 |
Asymptotic normality and optimalities in estimation of large Gaussian graphical models Z Ren, T Sun, CH Zhang, HH Zhou | 298 | 2015 |
General maximum likelihood empirical Bayes estimation of normal means W Jiang, CH Zhang | 268 | 2009 |
Correlated variables in regression: clustering and sparse estimation P Bühlmann, P Rütimann, S Van De Geer, CH Zhang Journal of Statistical Planning and Inference 143 (11), 1835-1858, 2013 | 247 | 2013 |
Rate Minimaxity of the Lasso and Dantzig Selector for the lq Loss in lr Balls F Ye, CH Zhang The Journal of Machine Learning Research 11, 3519-3540, 2010 | 238 | 2010 |
Lasso adjustments of treatment effect estimates in randomized experiments A Bloniarz, H Liu, CH Zhang, JS Sekhon, B Yu Proceedings of the National Academy of Sciences 113 (27), 7383-7390, 2016 | 226 | 2016 |
Statistical foundations of data science J Fan, R Li, CH Zhang, H Zou Chapman and Hall/CRC, 2020 | 218 | 2020 |
Sparse matrix inversion with scaled lasso T Sun, CH Zhang The Journal of Machine Learning Research 14 (1), 3385-3418, 2013 | 196 | 2013 |
Phase I/II clinical radioimmunotherapy with an iodine-131-labeled anti-carcinoembryonic antigen murine monoclonal antibody IgG TM Behr, RM Sharkey, ME Juweid, RM Dunn, RC Vagg, Z Ying, ... Journal of Nuclear Medicine 38 (6), 858-870, 1997 | 177 | 1997 |
Asymptotic properties of self-consistent estimators based on doubly censored data MG Gu, CH Zhang The Annals of Statistics 21 (2), 611-624, 1993 | 172 | 1993 |