Edit Profile (opens in new tab) Zhang, Cun-Hui Co-Author Distance Author ID: zhang.cun-hui Published as: Zhang, Cun-Hui; Zhang, C.-H. Homepage: http://stat.rutgers.edu/home/cunhui/ External Links: MGP Documents Indexed: 121 Publications since 1986, including 1 Book 3 Contributions as Editor · 2 Further Contributions Co-Authors: 79 Co-Authors with 88 Joint Publications 2,193 Co-Co-Authors all top 5 Co-Authors 19 single-authored 9 Huang, Jian 9 Vardi, Yehuda 8 Sun, Tingni 6 Bühlmann, Peter 6 Robbins, Herbert Ellis 5 Jiang, Wenhua 5 Shepp, Lawrence Alan 5 Ying, Zhiliang 4 Bellec, Pierre C. 4 Brown, Lawrence David 4 Ma, Shuangge 3 Chen, Rong 3 Chow, Yuan Shih 3 Deng, Hang 3 Yuan, Ming 3 Zhou, Harrison H. 3 Zou, Hui 2 Cai, Tony Tony 2 Dezeure, Ruben 2 Fan, Jianqing 2 Glover, Gary H. 2 Han, Qiyang 2 Jörnsten, Rebecka 2 Kent, John T. 2 Leng, Chenlei 2 Levina, Elizaveta 2 Li, Runze 2 Li, Sai 2 Lindquist, Martin A. 2 Loh, Wei-Liem 2 Low, Mark G. 2 Mitra, Ritwik 2 Richardson, Sylvia 2 Rütimann, Philipp 2 Samworth, Richard J. 2 Teicher, Henry 2 Tsybakov, Alexandre B. 2 Van de Geer, Sara Anna 2 Yang, Dan 2 Zhu, Ji 1 Adragni, Kofi Placid 1 Ahmed, Ismaïl 1 Anagnostopoulos, Christoforos 1 Bai, Zhi-Dong 1 Bárány, Imre 1 Baxter, Paul D. 1 Bickel, Peter John 1 Bloniarz, Adam 1 Bottolo, Leonardo 1 Breheny, Patrick 1 Brown, Phil 1 Carter, Andrew V. 1 Chen, Robert W. 1 Chen, T. Timothy 1 Cheng, Philip E. 1 Cho, Zang-Hee 1 Cook, Ralph Dennis 1 Dicker, Lee H. 1 Draper, David 1 Fan, Chunpeng 1 Fang, Zhou 1 Feng, Long 1 Fuh, Cheng-Der 1 Gandy, Axel 1 Gao, Chao 1 Gather, Ursula 1 Giné-Masdéu, Evarist 1 Greenshtein, Eitan 1 Griffin, Jim E. 1 Gu, Ming Gao 1 Guddat, Charlotte 1 Guo, Zijian 1 Hall, Peter Gavin 1 Han, Fang 1 Han, Yuefeng 1 Hennig, Christian 1 Holmes, Christopher C. 1 Hothorn, Torsten 1 Hsiung, Agnes Chao 1 Huang, Youping 1 James, Gareth M. 1 Jin, Jiashun 1 Johnstone, Iain Murray 1 Juditsky, Anatoli B. 1 Keenan, D. Barry 1 Kirk, Paul D. W. 1 Klass, Michael J. 1 Lee, Sangin 1 Lefebvre, Jean-Etienne 1 Levin, Bruce 1 Lewin, Alexandra M. 1 Li, Gang 1 Li, Hongzhe 1 Li, Xin 1 Li, Zhaohai 1 Lin, Xihong 1 Liu, Hanzhong 1 Liu, Regina Y. C. 1 Liu, Yufeng 1 Longford, Nicholas Tibor ...and 61 more Co-Authors all top 5 Serials 34 The Annals of Statistics 12 Statistica Sinica 7 The Annals of Probability 7 Journal of the American Statistical Association 5 Proceedings of the National Academy of Sciences of the United States of America 5 Journal of Machine Learning Research (JMLR) 4 Biometrika 3 Journal of Statistical Planning and Inference 3 Journal of Theoretical Probability 3 Stochastic Processes and their Applications 3 Test 3 Journal of the Royal Statistical Society. Series B. Statistical Methodology 3 Electronic Journal of Statistics 2 Scandinavian Journal of Statistics 2 Statistical Science 2 Journal of the Royal Statistical Society. Series B 2 Bernoulli 1 IEEE Transactions on Information Theory 1 Biometrics 1 Journal of Applied Probability 1 Journal of the London Mathematical Society. Second Series 1 Journal of Multivariate Analysis 1 Sankhyā. Series A. Methods and Techniques 1 Discrete & Computational Geometry 1 Communications in Statistics. Simulation and Computation 1 Mathematical Programming. Series A. Series B 1 Applied and Computational Harmonic Analysis 1 Mathematics and Mechanics of Solids 1 Foundations of Computational Mathematics 1 Oberwolfach Reports 1 Institute of Mathematical Statistics Lecture Notes - Monograph Series 1 Statistics and Its Interface 1 Chapman & Hall/CRC Data Science Series all top 5 Fields 105 Statistics (62-XX) 25 Probability theory and stochastic processes (60-XX) 12 Numerical analysis (65-XX) 5 Linear and multilinear algebra; matrix theory (15-XX) 5 Biology and other natural sciences (92-XX) 4 Operations research, mathematical programming (90-XX) 4 Information and communication theory, circuits (94-XX) 3 History and biography (01-XX) 2 General and overarching topics; collections (00-XX) 2 Harmonic analysis on Euclidean spaces (42-XX) 1 Functional analysis (46-XX) 1 Convex and discrete geometry (52-XX) 1 Computer science (68-XX) 1 Mechanics of deformable solids (74-XX) 1 Quantum theory (81-XX) 1 Game theory, economics, finance, and other social and behavioral sciences (91-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 100 Publications have been cited 3,078 times in 2,346 Documents Cited by ▼ Year ▼ Nearly unbiased variable selection under minimax concave penalty. Zbl 1183.62120Zhang, Cun-Hui 885 2010 Sure independence screening for ultrahigh dimensional feature space. With discussion and authors’ reply. Zbl 1411.62187Fan, Jianqing; Lv, Jinchi 492 2008 The sparsity and bias of the LASSO selection in high-dimensional linear regression. Zbl 1142.62044Zhang, Cun-Hui; Huang, Jian 256 2008 Confidence intervals for low dimensional parameters in high dimensional linear models. Zbl 1411.62196Zhang, Cun-Hui; Zhang, Stephanie S. 215 2014 Stability selection. With discussion and authors’ reply. Zbl 1411.62142Meinshausen, Nicolai; Bühlmann, Peter 172 2010 Adaptive Lasso for sparse high-dimensional regression models. Zbl 1255.62198Huang, Jian; Ma, Shuangge; Zhang, Cun-Hui 164 2008 Optimal rates of convergence for covariance matrix estimation. Zbl 1202.62073Cai, T. Tony; Zhang, Cun-Hui; Zhou, Harrison H. 133 2010 Scaled sparse linear regression. Zbl 1452.62515Sun, Tingni; Zhang, Cun-Hui 127 2012 The multivariate \(L_1\)-median and associated data depth. Zbl 1054.62067Vardi, Yehuda; Zhang, Cun-Hui 103 2000 A group bridge approach for variable selection. Zbl 1163.62050Huang, Jian; Ma, Shuangge; Xie, Huiliang; Zhang, Cun-Hui 101 2009 Fourier methods for estimating mixing densities and distributions. Zbl 0778.62037Zhang, Cun-Hui 96 1990 A general theory of concave regularization for high-dimensional sparse estimation problems. Zbl 1331.62353Zhang, Cun-Hui; Zhang, Tong 92 2012 Asymptotic properties of self-consistent estimators based on doubly censored data. Zbl 0788.62029Gu, M. G.; Zhang, C.-H. 63 1993 General maximum likelihood empirical Bayes estimation of normal means. Zbl 1168.62005Jiang, Wenhua; Zhang, Cun-Hui 59 2009 Asymptotic normality and optimalities in estimation of large Gaussian graphical models. Zbl 1328.62342Ren, Zhao; Sun, Tingni; Zhang, Cun-Hui; Zhou, Harrison H. 56 2015 On tensor completion via nuclear norm minimization. Zbl 1378.90066Yuan, Ming; Zhang, Cun-Hui 52 2016 Rate minimaxity of the Lasso and Dantzig selector for the \(l_{q}\) loss in \(l_{r}\) balls. Zbl 1242.62074Ye, Fei; Zhang, Cun-Hui 51 2010 Oracle inequalities for the lasso in the Cox model. Zbl 1292.62135Huang, Jian; Sun, Tingni; Ying, Zhiliang; Yu, Yi; Zhang, Cun-Hui 48 2013 Sparse matrix inversion with scaled Lasso. Zbl 1318.62184Sun, Tingni; Zhang, Cun-Hui 45 2013 Large sample study of empirical distributions in a random-multiplicative censoring model. Zbl 0761.62056Vardi, Y.; Zhang, Cun-Hui 41 1992 Risk bounds in isotonic regression. Zbl 1012.62045Zhang, Cun-Hui 38 2002 A modified Weiszfeld algorithm for the Fermat-Weber location problem. Zbl 0990.65064Vardi, Yehuda; Zhang, Cun-Hui 37 2001 High-dimensional simultaneous inference with the bootstrap. Zbl 06833591Dezeure, Ruben; Bühlmann, Peter; Zhang, Cun-Hui 34 2017 Asymptotic equivalence theory for nonparametric regression with random design. Zbl 1029.62044Brown, Lawrence D.; Cai, T. Tony; Low, Mark G.; Zhang, Cun-Hui 34 2002 Equivalence theory for density estimation, Poisson processes and Gaussian white noise with drift. Zbl 1062.62083Brown, Lawrence D.; Carter, Andrew V.; Low, Mark G.; Zhang, Cun-Hui 32 2004 Linear regression with doubly censored data. Zbl 0898.62042Zhang, Cun-Hui; Li, Xin 24 1996 Compound decision theory and empirical Bayes methods. Zbl 1039.62005Zhang, Cun-Hui 23 2003 Estimation in the mean residual life regression model. Zbl 0803.62083Maguluri, Gangaji; Zhang, Cun-Hui 23 1994 General empirical Bayes wavelet methods and exactly adaptive minimax estimation. Zbl 1064.62009Zhang, Cun-Hui 23 2005 The sparse Laplacian shrinkage estimator for high-dimensional regression. Zbl 1227.62049Huang, Jian; Ma, Shuangge; Li, Hongzhe; Zhang, Cun-Hui 22 2011 Asymptotic nonequivalence of nonparametric experiments when the smoothness index is \(1/2\). Zbl 0932.62061Brown, Lawrence D.; Zhang, Cun-Hui 22 1998 Estimating a monotone density from censored observations. Zbl 0821.62016Huang, Youping; Zhang, Cun-Hui 21 1994 Correlated variables in regression: clustering and sparse estimation. Zbl 1278.62103Bühlmann, Peter; Rütimann, Philipp; van de Geer, Sara; Zhang, Cun-Hui 18 2013 Group-linear empirical Bayes estimates for a heteroscedastic normal mean. Zbl 1398.62067Weinstein, Asaf; Ma, Zhuang; Brown, Lawrence D.; Zhang, Cun-Hui 16 2018 The Mnet method for variable selection. Zbl 1356.62091Huang, Jian; Breheny, Patrick; Lee, Sangin; Ma, Shuangge; Zhang, Cun-Hui 15 2016 Estimation and selection via absolute penalized convex minimization and its multistage adaptive applications. Zbl 1435.62091Huang, Jian; Zhang, Cun-Hui 15 2012 A nonlinear renewal theory. Zbl 0643.60067Zhang, Cun-Hui 14 1988 A two-way semilinear model for normalization and analysis of cdna microarray data. Zbl 1117.62358Huang, Jian; Wang, Deli; Zhang, Cun-Hui 14 2005 Lasso adjustments of treatment effect estimates in randomized experiments. Zbl 1357.62098Bloniarz, Adam; Liu, Hanzhong; Zhang, Cun-Hui; Sekhon, Jasjeet S.; Yu, Bin 14 2016 Statistical foundations of data science. Zbl 1467.62001Fan, Jianqing; Li, Runze; Zhang, Cun-Hui; Zou, Hui 13 2020 The benefit of group sparsity in group inference with de-biased scaled group Lasso. Zbl 1397.62261Mitra, Ritwik; Zhang, Cun-Hui 13 2016 Estimation of sums of random variables: examples and information bounds. Zbl 1086.62035Zhang, Cun-Hui 12 2005 Least squares estimators of the mode of a unimodal regression function. Zbl 1012.62044Shoung, Jyh-Ming; Zhang, Cun-Hui 12 2001 Optimality of graphlet screening in high dimensional variable selection. Zbl 1319.62139Jin, Jiashun; Zhang, Cun-Hui; Zhang, Qi 12 2014 Incoherent tensor norms and their applications in higher order tensor completion. Zbl 1391.94469Yuan, Ming; Zhang, Cun-Hui 11 2017 Asymptotic normality of a nonparametric estimator of sample coverage. Zbl 1173.62015Zhang, Cun-Hui; Zhang, Zhiyi 11 2009 Linear regression with interval censored data. Zbl 0934.62036Li, Gang; Zhang, Cun-Hui 11 1998 Empirical Bayes and compound estimation of normal means. Zbl 0904.62008Zhang, Cun-Hui 11 1997 On estimation of isotonic piecewise constant signals. Zbl 1450.62034Gao, Chao; Han, Fang; Zhang, Cun-Hui 10 2020 On estimating mixing densities in discrete exponential family models. Zbl 0841.62027Zhang, Cun-Hui 10 1995 Estimating a treatment effect under biased sampling. Zbl 0639.62098Robbins, Herbert; Zhang, Cun-Hui 9 1988 Estimating a multiplicative treatment effect under biased allocation. Zbl 0735.62031Robbins, Herbert; Zhang, Cun-Hui 9 1991 Generalized maximum likelihood estimation of normal mixture densities. Zbl 1166.62013Zhang, Cun-Hui 9 2009 Poisson equation, moment inequalities and quick convergence for Markov random walks. Zbl 1045.60074Fuh, Cheng-Der; Zhang, Cun-Hui 9 2000 Estimating the superiority of a drug to a placebo when all and only those patients at risk are treated with the drug. Zbl 0665.62108Robbins, Herbert; Zhang, C.-H. 8 1989 Comment to “Minimax estimation of large covariance matrices under \(\ell_1\)-norm”. Zbl 1295.62058Sun, Tingni; Zhang, Cun-Hui 8 2012 Strong law of large numbers for sums of products. Zbl 0868.60024Zhang, Cun-Hui 8 1996 An extension of the Hardy-Littlewood strong law. Zbl 1067.60501Bai, Zhidong; Cheng, Philip E.; Zhang, Cun-Hui 8 1997 Beyond Gaussian approximation: bootstrap for maxima of sums of independent random vectors. Zbl 1461.62042Deng, Hang; Zhang, Cun-Hui 8 2020 Statistically optimal and computationally efficient low rank tensor completion from noisy entries. Zbl 1473.62184Xia, Dong; Yuan, Ming; Zhang, Cun-Hui 8 2021 Sorted concave penalized regression. Zbl 1435.62262Feng, Long; Zhang, Cun-Hui 7 2019 On optimality of bold play for primitive casinos in the presence of inflation. Zbl 1137.60323Chen, Robert W.; Shepp, Larry A.; Yao, Yi-Ching; Zhang, Cun-Hui 7 2005 A central limit theorem for convex chains in the square. Zbl 0954.52008Bárány, I.; Rote, G.; Steiger, W.; Zhang, C.-H. 6 2000 Confidence intervals for population ranks in the presence of ties and near ties. Zbl 1388.62038Xie, Minge; Singh, Kesar; Zhang, Cun-Hui 6 2009 Comments on: \(\ell _{1}\)-penalization for mixture regression models. Zbl 1203.62130Sun, Tingni; Zhang, Cun-Hui 6 2010 Discussion: One-step sparse estimates in nonconcave penalized likelihood models. Zbl 1282.62110Zhang, Cun-Hui 6 2008 Doubly penalized estimation in additive regression with high-dimensional data. Zbl 1436.62358Tan, Zhiqiang; Zhang, Cun-Hui 5 2019 Isotonic regression in multi-dimensional spaces and graphs. Zbl 1462.62208Deng, Hang; Zhang, Cun-Hui 5 2020 A renewal theory with varying drift. Zbl 0676.60080Zhang, Cun-Hui 4 1989 On the almost sure minimal growth rate of partial sum maxima. Zbl 0857.60023Klass, Michael J.; Zhang, Cun-Hui 4 1994 De-biasing the Lasso with degrees-of-freedom adjustment. Zbl 07526563Bellec, Pierre C.; Zhang, Cun-Hui 4 2022 Second-order Stein: SURE for SURE and other applications in high-dimensional inference. Zbl 1486.62209Bellec, Pierre C.; Zhang, Cun-Hui 4 2021 Sub-Bernoulli functions, moment inequalities and strong laws for nonnegative and symmetrized \(U\)-statistics. Zbl 0951.60028Zhang, Cun-Hui 4 1999 Estimating mixing densities in exponential family models for discrete variables. Zbl 0923.62043Loh, Wei-Liem; Zhang, Cun-Hui 4 1997 Fast functional magnetic resonance imaging via prolate wavelets. Zbl 0962.65121Shepp, Larry; Zhang, Cun-Hui 4 2000 Generalized likelihood ratio test for normal mixtures. Zbl 1359.62061Jiang, Wenhua; Zhang, Cun-Hui 4 2016 Asymptotic analysis of a two-way semilinear model for microarray data. Zbl 1086.62122Huang, Jian; Zhang, Cun-Hui 3 2005 Efficiency of the \(u,v\) method of estimation. Zbl 0968.62030Robbins, Herbert; Zhang, Cun-Hui 3 2000 A robust clustering method and visualization tool based on data depth. Zbl 1119.62060Jörnsten, Rebecka; Vardi, Yehuda; Zhang, Cun-Hui 3 2002 On integrability in the LIL for degenerate \(U\)-statistics. Zbl 0873.60015Giné, Evarist; Zhang, Cun-Hui 3 1996 Factor models for high-dimensional tensor time series. Zbl 1506.62362Chen, Rong; Yang, Dan; Zhang, Cun-Hui 3 2022 Limit distribution theory for block estimators in multiple isotonic regression. Zbl 1466.62257Han, Qiyang; Zhang, Cun-Hui 3 2020 The lower limit of a normalized random walk. Zbl 0603.60065Zhang, Cun-Hui 2 1986 A note on Feller’s strong law of large numbers. Zbl 0608.60052Chow, Yuan Shih; Zhang, Cun-Hui 2 1986 Rank determination in tensor factor model. Zbl 1493.62370Han, Yuefeng; Chen, Rong; Zhang, Cun-Hui 2 2022 Reconstruction of binary images via the EM algorithm. Zbl 0960.62065Vardi, Yehuda; Zhang, Cun-Hui 2 1999 \(L_1\)-depth, depth relative to a model, and robust regression. Zbl 1145.62336Tian, Xin; Vardi, Yehuda; Zhang, Cun-Hui 2 2002 Global properties of kernel estimators for mixing densities in discrete exponential family models. Zbl 0854.62031Loh, Wei-Liem; Zhang, Cun-Hui 2 1996 Minimax \(\ell_q\) risk in \(\ell_p\) balls. Zbl 1326.62156Zhang, Cun-Hui 2 2012 Paths following algorithm for penalized logistic regression using SCAD and MCP. Zbl 1291.62128Jiang, Wenhua; Zhang, Cun-Hui 2 2014 Continuous blood glucose monitoring: a Bayes-Hidden Markov approach. Zbl 1417.62308Dicker, Lee H.; Sun, Tingni; Zhang, Cun-Hui; Keenan, D. Barry; Shepp, Larry 1 2013 A nonparametric empirical Bayes approach to adaptive minimax estimation. Zbl 1279.62028Jiang, Wenhua; Zhang, Cun-Hui 1 2013 Confidence intervals for multiple isotonic regression and other monotone models. Zbl 1478.62104Deng, Hang; Han, Qiyang; Zhang, Cun-Hui 1 2021 Guided waves in general anisotropic layered rectangular rods: an extended orthogonal polynomial approach. Zbl 1370.74073Yu, J. G.; Lefebvre, J. E.; Zhang, C. H. 1 2016 Mathematical aspects of estimating two treatment effects and a common variance in an assured allocation design. Zbl 1021.62092Levin, Bruce; Robbins, Herbert; Zhang, Cun-Hui 1 2002 Asymptotic properties of nonparametric maximum likelihood estimator for interval-truncated data. Zbl 0835.62034Tsai, Wei-Yann; Zhang, Cun-Hui 1 1995 On the bitplane compression of microarray images. Zbl 1120.92025Jörnsten, Rebecka; Vardi, Yehuda; Zhang, Cun-Hui 1 2002 On sample size of the Kruskal-Wallis test with application to a mouse peritoneal cavity study. Zbl 1217.62059Fan, Chunpeng; Zhang, Donghui; Zhang, Cun-Hui 1 2011 The acquisition and statistical analysis of rapid 3D fMRI data. Zbl 1293.62217Lindquist, Martin A.; Zhang, Cun-Hui; Glover, Gary; Shepp, Lawrence 1 2008 Debiasing convex regularized estimators and interval estimation in linear models. Zbl 07714166Bellec, Pierre C.; Zhang, Cun-Hui 1 2023 Debiasing convex regularized estimators and interval estimation in linear models. Zbl 07714166Bellec, Pierre C.; Zhang, Cun-Hui 1 2023 De-biasing the Lasso with degrees-of-freedom adjustment. Zbl 07526563Bellec, Pierre C.; Zhang, Cun-Hui 4 2022 Factor models for high-dimensional tensor time series. Zbl 1506.62362Chen, Rong; Yang, Dan; Zhang, Cun-Hui 3 2022 Rank determination in tensor factor model. Zbl 1493.62370Han, Yuefeng; Chen, Rong; Zhang, Cun-Hui 2 2022 Statistically optimal and computationally efficient low rank tensor completion from noisy entries. Zbl 1473.62184Xia, Dong; Yuan, Ming; Zhang, Cun-Hui 8 2021 Second-order Stein: SURE for SURE and other applications in high-dimensional inference. Zbl 1486.62209Bellec, Pierre C.; Zhang, Cun-Hui 4 2021 Confidence intervals for multiple isotonic regression and other monotone models. Zbl 1478.62104Deng, Hang; Han, Qiyang; Zhang, Cun-Hui 1 2021 Statistical foundations of data science. Zbl 1467.62001Fan, Jianqing; Li, Runze; Zhang, Cun-Hui; Zou, Hui 13 2020 On estimation of isotonic piecewise constant signals. Zbl 1450.62034Gao, Chao; Han, Fang; Zhang, Cun-Hui 10 2020 Beyond Gaussian approximation: bootstrap for maxima of sums of independent random vectors. Zbl 1461.62042Deng, Hang; Zhang, Cun-Hui 8 2020 Isotonic regression in multi-dimensional spaces and graphs. Zbl 1462.62208Deng, Hang; Zhang, Cun-Hui 5 2020 Limit distribution theory for block estimators in multiple isotonic regression. Zbl 1466.62257Han, Qiyang; Zhang, Cun-Hui 3 2020 Sorted concave penalized regression. Zbl 1435.62262Feng, Long; Zhang, Cun-Hui 7 2019 Doubly penalized estimation in additive regression with high-dimensional data. Zbl 1436.62358Tan, Zhiqiang; Zhang, Cun-Hui 5 2019 Group-linear empirical Bayes estimates for a heteroscedastic normal mean. Zbl 1398.62067Weinstein, Asaf; Ma, Zhuang; Brown, Lawrence D.; Zhang, Cun-Hui 16 2018 High-dimensional simultaneous inference with the bootstrap. Zbl 06833591Dezeure, Ruben; Bühlmann, Peter; Zhang, Cun-Hui 34 2017 Incoherent tensor norms and their applications in higher order tensor completion. Zbl 1391.94469Yuan, Ming; Zhang, Cun-Hui 11 2017 On tensor completion via nuclear norm minimization. Zbl 1378.90066Yuan, Ming; Zhang, Cun-Hui 52 2016 The Mnet method for variable selection. Zbl 1356.62091Huang, Jian; Breheny, Patrick; Lee, Sangin; Ma, Shuangge; Zhang, Cun-Hui 15 2016 Lasso adjustments of treatment effect estimates in randomized experiments. Zbl 1357.62098Bloniarz, Adam; Liu, Hanzhong; Zhang, Cun-Hui; Sekhon, Jasjeet S.; Yu, Bin 14 2016 The benefit of group sparsity in group inference with de-biased scaled group Lasso. Zbl 1397.62261Mitra, Ritwik; Zhang, Cun-Hui 13 2016 Generalized likelihood ratio test for normal mixtures. Zbl 1359.62061Jiang, Wenhua; Zhang, Cun-Hui 4 2016 Guided waves in general anisotropic layered rectangular rods: an extended orthogonal polynomial approach. Zbl 1370.74073Yu, J. G.; Lefebvre, J. E.; Zhang, C. H. 1 2016 Asymptotic normality and optimalities in estimation of large Gaussian graphical models. Zbl 1328.62342Ren, Zhao; Sun, Tingni; Zhang, Cun-Hui; Zhou, Harrison H. 56 2015 Confidence intervals for low dimensional parameters in high dimensional linear models. Zbl 1411.62196Zhang, Cun-Hui; Zhang, Stephanie S. 215 2014 Optimality of graphlet screening in high dimensional variable selection. Zbl 1319.62139Jin, Jiashun; Zhang, Cun-Hui; Zhang, Qi 12 2014 Paths following algorithm for penalized logistic regression using SCAD and MCP. Zbl 1291.62128Jiang, Wenhua; Zhang, Cun-Hui 2 2014 Oracle inequalities for the lasso in the Cox model. Zbl 1292.62135Huang, Jian; Sun, Tingni; Ying, Zhiliang; Yu, Yi; Zhang, Cun-Hui 48 2013 Sparse matrix inversion with scaled Lasso. Zbl 1318.62184Sun, Tingni; Zhang, Cun-Hui 45 2013 Correlated variables in regression: clustering and sparse estimation. Zbl 1278.62103Bühlmann, Peter; Rütimann, Philipp; van de Geer, Sara; Zhang, Cun-Hui 18 2013 Continuous blood glucose monitoring: a Bayes-Hidden Markov approach. Zbl 1417.62308Dicker, Lee H.; Sun, Tingni; Zhang, Cun-Hui; Keenan, D. Barry; Shepp, Larry 1 2013 A nonparametric empirical Bayes approach to adaptive minimax estimation. Zbl 1279.62028Jiang, Wenhua; Zhang, Cun-Hui 1 2013 Scaled sparse linear regression. Zbl 1452.62515Sun, Tingni; Zhang, Cun-Hui 127 2012 A general theory of concave regularization for high-dimensional sparse estimation problems. Zbl 1331.62353Zhang, Cun-Hui; Zhang, Tong 92 2012 Estimation and selection via absolute penalized convex minimization and its multistage adaptive applications. Zbl 1435.62091Huang, Jian; Zhang, Cun-Hui 15 2012 Comment to “Minimax estimation of large covariance matrices under \(\ell_1\)-norm”. Zbl 1295.62058Sun, Tingni; Zhang, Cun-Hui 8 2012 Minimax \(\ell_q\) risk in \(\ell_p\) balls. Zbl 1326.62156Zhang, Cun-Hui 2 2012 The sparse Laplacian shrinkage estimator for high-dimensional regression. Zbl 1227.62049Huang, Jian; Ma, Shuangge; Li, Hongzhe; Zhang, Cun-Hui 22 2011 On sample size of the Kruskal-Wallis test with application to a mouse peritoneal cavity study. Zbl 1217.62059Fan, Chunpeng; Zhang, Donghui; Zhang, Cun-Hui 1 2011 Nearly unbiased variable selection under minimax concave penalty. Zbl 1183.62120Zhang, Cun-Hui 885 2010 Stability selection. With discussion and authors’ reply. Zbl 1411.62142Meinshausen, Nicolai; Bühlmann, Peter 172 2010 Optimal rates of convergence for covariance matrix estimation. Zbl 1202.62073Cai, T. Tony; Zhang, Cun-Hui; Zhou, Harrison H. 133 2010 Rate minimaxity of the Lasso and Dantzig selector for the \(l_{q}\) loss in \(l_{r}\) balls. Zbl 1242.62074Ye, Fei; Zhang, Cun-Hui 51 2010 Comments on: \(\ell _{1}\)-penalization for mixture regression models. Zbl 1203.62130Sun, Tingni; Zhang, Cun-Hui 6 2010 A group bridge approach for variable selection. Zbl 1163.62050Huang, Jian; Ma, Shuangge; Xie, Huiliang; Zhang, Cun-Hui 101 2009 General maximum likelihood empirical Bayes estimation of normal means. Zbl 1168.62005Jiang, Wenhua; Zhang, Cun-Hui 59 2009 Asymptotic normality of a nonparametric estimator of sample coverage. Zbl 1173.62015Zhang, Cun-Hui; Zhang, Zhiyi 11 2009 Generalized maximum likelihood estimation of normal mixture densities. Zbl 1166.62013Zhang, Cun-Hui 9 2009 Confidence intervals for population ranks in the presence of ties and near ties. Zbl 1388.62038Xie, Minge; Singh, Kesar; Zhang, Cun-Hui 6 2009 Sure independence screening for ultrahigh dimensional feature space. With discussion and authors’ reply. Zbl 1411.62187Fan, Jianqing; Lv, Jinchi 492 2008 The sparsity and bias of the LASSO selection in high-dimensional linear regression. Zbl 1142.62044Zhang, Cun-Hui; Huang, Jian 256 2008 Adaptive Lasso for sparse high-dimensional regression models. Zbl 1255.62198Huang, Jian; Ma, Shuangge; Zhang, Cun-Hui 164 2008 Discussion: One-step sparse estimates in nonconcave penalized likelihood models. Zbl 1282.62110Zhang, Cun-Hui 6 2008 The acquisition and statistical analysis of rapid 3D fMRI data. Zbl 1293.62217Lindquist, Martin A.; Zhang, Cun-Hui; Glover, Gary; Shepp, Lawrence 1 2008 General empirical Bayes wavelet methods and exactly adaptive minimax estimation. Zbl 1064.62009Zhang, Cun-Hui 23 2005 A two-way semilinear model for normalization and analysis of cdna microarray data. Zbl 1117.62358Huang, Jian; Wang, Deli; Zhang, Cun-Hui 14 2005 Estimation of sums of random variables: examples and information bounds. Zbl 1086.62035Zhang, Cun-Hui 12 2005 On optimality of bold play for primitive casinos in the presence of inflation. Zbl 1137.60323Chen, Robert W.; Shepp, Larry A.; Yao, Yi-Ching; Zhang, Cun-Hui 7 2005 Asymptotic analysis of a two-way semilinear model for microarray data. Zbl 1086.62122Huang, Jian; Zhang, Cun-Hui 3 2005 Equivalence theory for density estimation, Poisson processes and Gaussian white noise with drift. Zbl 1062.62083Brown, Lawrence D.; Carter, Andrew V.; Low, Mark G.; Zhang, Cun-Hui 32 2004 Compound decision theory and empirical Bayes methods. Zbl 1039.62005Zhang, Cun-Hui 23 2003 Risk bounds in isotonic regression. Zbl 1012.62045Zhang, Cun-Hui 38 2002 Asymptotic equivalence theory for nonparametric regression with random design. Zbl 1029.62044Brown, Lawrence D.; Cai, T. Tony; Low, Mark G.; Zhang, Cun-Hui 34 2002 A robust clustering method and visualization tool based on data depth. Zbl 1119.62060Jörnsten, Rebecka; Vardi, Yehuda; Zhang, Cun-Hui 3 2002 \(L_1\)-depth, depth relative to a model, and robust regression. Zbl 1145.62336Tian, Xin; Vardi, Yehuda; Zhang, Cun-Hui 2 2002 Mathematical aspects of estimating two treatment effects and a common variance in an assured allocation design. Zbl 1021.62092Levin, Bruce; Robbins, Herbert; Zhang, Cun-Hui 1 2002 On the bitplane compression of microarray images. Zbl 1120.92025Jörnsten, Rebecka; Vardi, Yehuda; Zhang, Cun-Hui 1 2002 A modified Weiszfeld algorithm for the Fermat-Weber location problem. Zbl 0990.65064Vardi, Yehuda; Zhang, Cun-Hui 37 2001 Least squares estimators of the mode of a unimodal regression function. Zbl 1012.62044Shoung, Jyh-Ming; Zhang, Cun-Hui 12 2001 The multivariate \(L_1\)-median and associated data depth. Zbl 1054.62067Vardi, Yehuda; Zhang, Cun-Hui 103 2000 Poisson equation, moment inequalities and quick convergence for Markov random walks. Zbl 1045.60074Fuh, Cheng-Der; Zhang, Cun-Hui 9 2000 A central limit theorem for convex chains in the square. Zbl 0954.52008Bárány, I.; Rote, G.; Steiger, W.; Zhang, C.-H. 6 2000 Fast functional magnetic resonance imaging via prolate wavelets. Zbl 0962.65121Shepp, Larry; Zhang, Cun-Hui 4 2000 Efficiency of the \(u,v\) method of estimation. Zbl 0968.62030Robbins, Herbert; Zhang, Cun-Hui 3 2000 Sub-Bernoulli functions, moment inequalities and strong laws for nonnegative and symmetrized \(U\)-statistics. Zbl 0951.60028Zhang, Cun-Hui 4 1999 Reconstruction of binary images via the EM algorithm. Zbl 0960.62065Vardi, Yehuda; Zhang, Cun-Hui 2 1999 Asymptotic nonequivalence of nonparametric experiments when the smoothness index is \(1/2\). Zbl 0932.62061Brown, Lawrence D.; Zhang, Cun-Hui 22 1998 Linear regression with interval censored data. Zbl 0934.62036Li, Gang; Zhang, Cun-Hui 11 1998 Empirical Bayes and compound estimation of normal means. Zbl 0904.62008Zhang, Cun-Hui 11 1997 An extension of the Hardy-Littlewood strong law. Zbl 1067.60501Bai, Zhidong; Cheng, Philip E.; Zhang, Cun-Hui 8 1997 Estimating mixing densities in exponential family models for discrete variables. Zbl 0923.62043Loh, Wei-Liem; Zhang, Cun-Hui 4 1997 Linear regression with doubly censored data. Zbl 0898.62042Zhang, Cun-Hui; Li, Xin 24 1996 Strong law of large numbers for sums of products. Zbl 0868.60024Zhang, Cun-Hui 8 1996 On integrability in the LIL for degenerate \(U\)-statistics. Zbl 0873.60015Giné, Evarist; Zhang, Cun-Hui 3 1996 Global properties of kernel estimators for mixing densities in discrete exponential family models. Zbl 0854.62031Loh, Wei-Liem; Zhang, Cun-Hui 2 1996 On estimating mixing densities in discrete exponential family models. Zbl 0841.62027Zhang, Cun-Hui 10 1995 Asymptotic properties of nonparametric maximum likelihood estimator for interval-truncated data. Zbl 0835.62034Tsai, Wei-Yann; Zhang, Cun-Hui 1 1995 Estimation in the mean residual life regression model. Zbl 0803.62083Maguluri, Gangaji; Zhang, Cun-Hui 23 1994 Estimating a monotone density from censored observations. Zbl 0821.62016Huang, Youping; Zhang, Cun-Hui 21 1994 On the almost sure minimal growth rate of partial sum maxima. Zbl 0857.60023Klass, Michael J.; Zhang, Cun-Hui 4 1994 Asymptotic properties of self-consistent estimators based on doubly censored data. Zbl 0788.62029Gu, M. G.; Zhang, C.-H. 63 1993 Large sample study of empirical distributions in a random-multiplicative censoring model. Zbl 0761.62056Vardi, Y.; Zhang, Cun-Hui 41 1992 Estimating a multiplicative treatment effect under biased allocation. Zbl 0735.62031Robbins, Herbert; Zhang, Cun-Hui 9 1991 Fourier methods for estimating mixing densities and distributions. Zbl 0778.62037Zhang, Cun-Hui 96 1990 Estimating the superiority of a drug to a placebo when all and only those patients at risk are treated with the drug. Zbl 0665.62108Robbins, Herbert; Zhang, C.-H. 8 1989 A renewal theory with varying drift. Zbl 0676.60080Zhang, Cun-Hui 4 1989 A nonlinear renewal theory. Zbl 0643.60067Zhang, Cun-Hui 14 1988 Estimating a treatment effect under biased sampling. Zbl 0639.62098Robbins, Herbert; Zhang, Cun-Hui 9 1988 The lower limit of a normalized random walk. Zbl 0603.60065Zhang, Cun-Hui 2 1986 A note on Feller’s strong law of large numbers. Zbl 0608.60052Chow, Yuan Shih; Zhang, Cun-Hui 2 1986 all cited Publications top 5 cited Publications all top 5 Cited by 3,395 Authors 36 Huang, Jian 34 Lian, Heng 32 Fan, Jianqing 31 Zhang, Cun-Hui 28 Ma, Shuangge 27 Cai, Tony Tony 24 Bühlmann, Peter 23 Li, Runze 20 Shen, Pao-Sheng 20 Zhou, Harrison H. 19 Van de Geer, Sara Anna 17 Liu, Yanyan 17 Zhao, Weihua 16 Jiao, Yuling 16 Tsybakov, Alexandre B. 16 Zhang, Riquan 16 Zheng, Zemin 14 Wang, Mingqiu 14 Zhang, Qingzhao 13 Liu, Han 12 Guntuboyina, Adityanand 12 Kim, Yongdai 12 Qu, Annie 12 Van der Vaart, Adrianus Willem 11 Bradic, Jelena 11 Brown, Lawrence David 11 Liu, Jicai 10 Cui, Hengjian 10 Li, Yang 10 Ren, Jian-Jian 10 Zhang, Tong 10 Zhou, Yong 10 Zhu, Lixing 10 Zou, Hui 9 Bellec, Pierre C. 9 Bertsimas, Dimitris John 9 Chen, Zehua 9 Ghosal, Subhashis 9 Lee, Sangin 9 Pan, Shaohua 9 Ren, Zhao 9 Samworth, Richard J. 9 Serfling, Robert J. 9 Shojaie, Ali 9 Sun, Liuquan 9 Wang, Hansheng 9 Wang, Lan 9 Yan, Xiaodong 8 Chen, Songxi 8 Comte, Fabienne 8 Dalalyan, Arnak S. 8 Efromovich, Sam 8 Fang, Kuangnan 8 Fuh, Cheng-Der 8 Gao, Chao 8 Kwon, Sunghoon 8 Lahiri, Soumendra Nath 8 Lee, Kyoungjae 8 Leng, Chenlei 8 Li, Hongzhe 8 Li, Lexin 8 Liang, Hua 8 Lu, Xiliang 8 Lu, Xuewen 8 Ma, Xuejun 8 Pong, Ting Kei 8 Ritov, Ya’acov 8 Sen, Bodhisattva 8 She, Yiyuan 8 Yang, Hu 8 Yang, Yuehan 8 Yang, Yuhong 8 Yu, Qiqing 8 Yuan, Ming 8 Zhang, Zhiyi 8 Zhao, Xingqiu 7 Ahmed, Syed Ejaz 7 Antoniadis, Anestis 7 Candès, Emmanuel J. 7 Chaudhuri, Probal 7 Chen, Xiaojun 7 Feng, Yang 7 Goldenshluger, Alexander 7 Hall, Peter Gavin 7 Kang, Lican 7 Li, Gaorong 7 Lin, Lu 7 Lv, Jinchi 7 Ng, Michael Kwok-Po 7 Park, Junyong 7 Ročková, Veronika 7 Shen, Xiaotong 7 Song, Xinyuan 7 Sun, Qiang 7 Verzelen, Nicolas 7 Wainwright, Martin J. 7 Yang, Guangren 7 Yuan, Xiaoming 7 Zhang, Jing 7 Zhang, Jingxiao ...and 3,295 more Authors all top 5 Cited in 228 Serials 274 The Annals of Statistics 120 Electronic Journal of Statistics 116 Journal of Multivariate Analysis 111 Journal of the American Statistical Association 111 Computational Statistics and Data Analysis 70 Journal of Statistical Planning and Inference 69 Communications in Statistics. Theory and Methods 64 Bernoulli 55 Journal of Statistical Computation and Simulation 50 Biometrics 48 Journal of Machine Learning Research (JMLR) 46 Statistics & Probability Letters 45 Statistica Sinica 44 Journal of Econometrics 43 Statistical Science 42 Annals of the Institute of Statistical Mathematics 36 Journal of Nonparametric Statistics 34 Computational Statistics 32 Statistical Papers 30 Statistics and Computing 29 Journal of Applied Statistics 26 Test 25 Communications in Statistics. Simulation and Computation 25 Journal of the Korean Statistical Society 23 Journal of Computational and Graphical Statistics 21 The Canadian Journal of Statistics 21 The Annals of Applied Statistics 20 Computational Optimization and Applications 18 Mathematical Programming. Series A. Series B 17 Metrika 17 Scandinavian Journal of Statistics 17 Statistics 16 Lifetime Data Analysis 15 Journal of Computational and Applied Mathematics 15 Journal of Scientific Computing 15 Science China. Mathematics 14 Machine Learning 13 Journal of Global Optimization 12 Probability Theory and Related Fields 12 SIAM Journal on Optimization 11 Inverse Problems 11 The Annals of Probability 11 Stochastic Processes and their Applications 11 Journal of the Royal Statistical Society. Series B. Statistical Methodology 11 Acta Mathematica Sinica. English Series 11 Sankhyā. Series A 9 Statistical Methods and Applications 9 SIAM Journal on Imaging Sciences 8 Journal of Optimization Theory and Applications 8 European Journal of Operational Research 8 Journal of Systems Science and Complexity 7 Annales de l’Institut Henri Poincaré. Probabilités et Statistiques 7 Statistical Methodology 7 Bayesian Analysis 6 Biometrical Journal 6 Information Sciences 6 Journal of Applied Probability 6 Operations Research 6 Sequential Analysis 6 Computers & Operations Research 6 Australian & New Zealand Journal of Statistics 6 Advances in Data Analysis and Classification. ADAC 6 Journal of Probability and Statistics 5 Psychometrika 5 Applied Mathematics and Computation 5 Acta Mathematicae Applicatae Sinica. English Series 5 Neural Computation 5 Applied Mathematical Modelling 5 Journal of Mathematical Imaging and Vision 5 Applied and Computational Harmonic Analysis 5 Mathematical Methods of Statistics 5 European Series in Applied and Industrial Mathematics (ESAIM): Probability and Statistics 5 Journal of Inequalities and Applications 5 AStA. Advances in Statistical Analysis 5 Journal of the Japan Statistical Society. Japanese Issue 5 Statistical Theory and Related Fields 5 SIAM Journal on Mathematics of Data Science 4 Journal of the Franklin Institute 4 Neural Networks 4 Annals of Operations Research 4 Applied Mathematics. Series B (English Edition) 4 Journal of Mathematical Sciences (New York) 4 INFORMS Journal on Computing 4 Mathematical Problems in Engineering 4 Optimization Methods & Software 4 Statistical Inference for Stochastic Processes 4 Econometric Theory 4 Foundations of Computational Mathematics 4 Statistical Applications in Genetics and Molecular Biology 4 Journal of Statistical Mechanics: Theory and Experiment 4 Journal of Industrial and Management Optimization 4 Sankhyā. Series B 4 Japanese Journal of Statistics and Data Science 3 International Statistical Review 3 Insurance Mathematics & Economics 3 Journal of Time Series Analysis 3 Econometric Reviews 3 Journal of Theoretical Probability 3 Economics Letters 3 The Annals of Applied Probability ...and 128 more Serials all top 5 Cited in 41 Fields 2,006 Statistics (62-XX) 277 Numerical analysis (65-XX) 231 Operations research, mathematical programming (90-XX) 163 Probability theory and stochastic processes (60-XX) 131 Computer science (68-XX) 60 Linear and multilinear algebra; matrix theory (15-XX) 60 Information and communication theory, circuits (94-XX) 56 Biology and other natural sciences (92-XX) 55 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 31 Calculus of variations and optimal control; optimization (49-XX) 23 Harmonic analysis on Euclidean spaces (42-XX) 15 Functional analysis (46-XX) 13 Combinatorics (05-XX) 8 Convex and discrete geometry (52-XX) 7 Operator theory (47-XX) 7 Systems theory; control (93-XX) 6 Approximations and expansions (41-XX) 4 Geophysics (86-XX) 3 General and overarching topics; collections (00-XX) 3 Real functions (26-XX) 3 Special functions (33-XX) 3 Statistical mechanics, structure of matter (82-XX) 2 History and biography (01-XX) 2 Commutative algebra (13-XX) 2 Group theory and generalizations (20-XX) 2 Topological groups, Lie groups (22-XX) 2 Partial differential equations (35-XX) 2 Dynamical systems and ergodic theory (37-XX) 2 Differential geometry (53-XX) 2 General topology (54-XX) 2 Quantum theory (81-XX) 1 Mathematical logic and foundations (03-XX) 1 Number theory (11-XX) 1 Algebraic geometry (14-XX) 1 Functions of a complex variable (30-XX) 1 Ordinary differential equations (34-XX) 1 Integral equations (45-XX) 1 Global analysis, analysis on manifolds (58-XX) 1 Mechanics of deformable solids (74-XX) 1 Optics, electromagnetic theory (78-XX) 1 Mathematics education (97-XX) Citations by Year