Guo, Zijian; Zhang, Cun-Hui Extreme eigenvalues of nonlinear correlation matrices with applications to additive models. (English) Zbl 07544411 Stochastic Processes Appl. 150, 1037-1058 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{Z. Guo} and \textit{C.-H. Zhang}, Stochastic Processes Appl. 150, 1037--1058 (2022; Zbl 07544411) Full Text: DOI arXiv
Bellec, Pierre C.; Zhang, Cun-Hui De-biasing the Lasso with degrees-of-freedom adjustment. (English) Zbl 07526563 Bernoulli 28, No. 2, 713-743 (2022). MSC: 62-XX 94-XX PDFBibTeX XMLCite \textit{P. C. Bellec} and \textit{C.-H. Zhang}, Bernoulli 28, No. 2, 713--743 (2022; Zbl 07526563) Full Text: DOI arXiv Link
Bellec, Pierre C.; Zhang, Cun-Hui Second-order Stein: SURE for SURE and other applications in high-dimensional inference. (English) Zbl 1486.62209 Ann. Stat. 49, No. 4, 1864-1903 (2021). MSC: 62J07 62H10 62H12 62F35 62G15 PDFBibTeX XMLCite \textit{P. C. Bellec} and \textit{C.-H. Zhang}, Ann. Stat. 49, No. 4, 1864--1903 (2021; Zbl 1486.62209) Full Text: DOI arXiv Link
Feng, Long; Zhang, Cun-Hui Sorted concave penalized regression. (English) Zbl 1435.62262 Ann. Stat. 47, No. 6, 3069-3098 (2019). Reviewer: Oleksandr Kukush (Kyïv) MSC: 62J05 62J07 62H12 PDFBibTeX XMLCite \textit{L. Feng} and \textit{C.-H. Zhang}, Ann. Stat. 47, No. 6, 3069--3098 (2019; Zbl 1435.62262) Full Text: DOI arXiv Euclid
Tan, Zhiqiang; Zhang, Cun-Hui Doubly penalized estimation in additive regression with high-dimensional data. (English) Zbl 1436.62358 Ann. Stat. 47, No. 5, 2567-2600 (2019). Reviewer: Fraser Daly (Edinburgh) MSC: 62J12 62E20 62F25 62F35 62J05 62J10 46E22 62G08 PDFBibTeX XMLCite \textit{Z. Tan} and \textit{C.-H. Zhang}, Ann. Stat. 47, No. 5, 2567--2600 (2019; Zbl 1436.62358) Full Text: DOI arXiv Euclid
Sun, Tingni; Zhang, Cun-Hui A graphical approach to the analysis of matrix completion. (English) Zbl 1388.15025 Stochastic Processes Appl. 126, No. 12, 3935-3951 (2016). MSC: 15A83 62H12 90C25 90C90 PDFBibTeX XMLCite \textit{T. Sun} and \textit{C.-H. Zhang}, Stochastic Processes Appl. 126, No. 12, 3935--3951 (2016; Zbl 1388.15025) Full Text: DOI
Ren, Zhao; Sun, Tingni; Zhang, Cun-Hui; Zhou, Harrison H. Asymptotic normality and optimalities in estimation of large Gaussian graphical models. (English) Zbl 1328.62342 Ann. Stat. 43, No. 3, 991-1026 (2015). MSC: 62H12 62F12 62G09 PDFBibTeX XMLCite \textit{Z. Ren} et al., Ann. Stat. 43, No. 3, 991--1026 (2015; Zbl 1328.62342) Full Text: DOI arXiv Euclid
Jiang, Wenhua; Zhang, Cun-Hui Paths following algorithm for penalized logistic regression using SCAD and MCP. (English) Zbl 1291.62128 Commun. Stat., Simulation Comput. 43, No. 5, 1064-1077 (2014). MSC: 62J05 62J07 62H12 PDFBibTeX XMLCite \textit{W. Jiang} and \textit{C.-H. Zhang}, Commun. Stat., Simulation Comput. 43, No. 5, 1064--1077 (2014; Zbl 1291.62128) Full Text: DOI
Bühlmann, Peter; Rütimann, Philipp; van de Geer, Sara; Zhang, Cun-Hui Correlated variables in regression: clustering and sparse estimation. (English) Zbl 1278.62103 J. Stat. Plann. Inference 143, No. 11, 1835-1858 (2013). MSC: 62J05 62J07 62H20 62H30 62-08 PDFBibTeX XMLCite \textit{P. Bühlmann} et al., J. Stat. Plann. Inference 143, No. 11, 1835--1858 (2013; Zbl 1278.62103) Full Text: DOI arXiv
Huang, Jian; Sun, Tingni; Ying, Zhiliang; Yu, Yi; Zhang, Cun-Hui Oracle inequalities for the lasso in the Cox model. (English) Zbl 1292.62135 Ann. Stat. 41, No. 3, 1142-1165 (2013). MSC: 62N02 62G05 PDFBibTeX XMLCite \textit{J. Huang} et al., Ann. Stat. 41, No. 3, 1142--1165 (2013; Zbl 1292.62135) Full Text: DOI arXiv Euclid
Zhang, Cun-Hui; Zhang, Tong A general theory of concave regularization for high-dimensional sparse estimation problems. (English) Zbl 1331.62353 Stat. Sci. 27, No. 4, 576-593 (2012). MSC: 62J07 PDFBibTeX XMLCite \textit{C.-H. Zhang} and \textit{T. Zhang}, Stat. Sci. 27, No. 4, 576--593 (2012; Zbl 1331.62353) Full Text: DOI arXiv Euclid
Huang, Jian; Ma, Shuangge; Li, Hongzhe; Zhang, Cun-Hui The sparse Laplacian shrinkage estimator for high-dimensional regression. (English) Zbl 1227.62049 Ann. Stat. 39, No. 4, 2021-2046 (2011). MSC: 62J07 62J05 62H12 65C60 PDFBibTeX XMLCite \textit{J. Huang} et al., Ann. Stat. 39, No. 4, 2021--2046 (2011; Zbl 1227.62049) Full Text: DOI arXiv
Meinshausen, Nicolai; Bühlmann, Peter [Richardson, Sylvia; Shawe-Taylor, John; Sun, Shiliang; Yen, Tso-Jung; Yen, Yu-Min; Shah, Rajen; Samworth, Richard; Hennig, Christian; Kirk, Paul D. W.; Lewin, Alexandra M.; Stumpf, Michael P. H.; Kent, J. T.; Gandy, Axel; Tong, Howell; Holmes, Chris; Ahmed, Ismail; Brown, Phil; Griffin, Jim; Draper, David; Fang, Zhou; Hothorn, Torsten; Leng, Chenlei; Nott, David J.; Nugent, Rebecca; Rinaldo, Alessandro; Singh, Aarti; Wasserman, Larry; Rothman, Adam J.; Levina, Elizaveta; Zhu, Ji; Tsybakov, A. B.; Zhang, Cun-Hui; Zou, Hui] Stability selection. With discussion and authors’ reply. (English) Zbl 1411.62142 J. R. Stat. Soc., Ser. B, Stat. Methodol. 72, No. 4, 417-473 (2010). MSC: 62H12 62J07 62G20 PDFBibTeX XMLCite \textit{N. Meinshausen} and \textit{P. Bühlmann}, J. R. Stat. Soc., Ser. B, Stat. Methodol. 72, No. 4, 417--473 (2010; Zbl 1411.62142) Full Text: DOI
Sun, Tingni; Zhang, Cun-Hui Comments on: \(\ell _{1}\)-penalization for mixture regression models. (English) Zbl 1203.62130 Test 19, No. 2, 270-275 (2010). MSC: 62J12 62F12 PDFBibTeX XMLCite \textit{T. Sun} and \textit{C.-H. Zhang}, Test 19, No. 2, 270--275 (2010; Zbl 1203.62130) Full Text: DOI
Zhang, Cun-Hui Nearly unbiased variable selection under minimax concave penalty. (English) Zbl 1183.62120 Ann. Stat. 38, No. 2, 894-942 (2010). MSC: 62J05 62H12 65C60 62J07 62H25 PDFBibTeX XMLCite \textit{C.-H. Zhang}, Ann. Stat. 38, No. 2, 894--942 (2010; Zbl 1183.62120) Full Text: DOI arXiv
Fan, Jianqing; Lv, Jinchi [Bickel, Peter; Bühlmann, Peter; Yao, Qiwei; Samworth, Richard; Hall, Peter; Titterington, D. M.; Xue, Jing-Hao; Anagnostopoulos, C.; Tasoulis, D. K.; Zhang, Wenyang; Xia, Yingcun; Johnstone, Iain M.; Richardson, Sylvia; Bottolo, Leonardo; Kent, John T.; Adragni, Kofi; Cook, R. Dennis; Gather, Ursula; Guddat, Charlotte; Greenshtein, Eitan; James, Gareth M.; Radchenko, Peter; Leng, Chenlei; Wang, Hansheng; Levina, Elizaveta; Zhu, Ji; Li, Runze; Liu, Yufeng; Longford, N. T.; Luo, Weiqi; Baxter, Paul D.; Taylor, Charles C.; Marron, J. S.; Morris, Jeffrey S.; Robert, Christian P.; Yu, Keming; Zhang, Cun-Hui; Zhang, Hao Helen; Zhou, Harrison H.; Lin, Xihong; Zou, Hui] Sure independence screening for ultrahigh dimensional feature space. With discussion and authors’ reply. (English) Zbl 1411.62187 J. R. Stat. Soc., Ser. B, Stat. Methodol. 70, No. 5, 849-911 (2008). MSC: 62J05 62J07 62F10 62-02 PDFBibTeX XMLCite \textit{J. Fan} and \textit{J. Lv}, J. R. Stat. Soc., Ser. B, Stat. Methodol. 70, No. 5, 849--911 (2008; Zbl 1411.62187) Full Text: DOI arXiv
Zhang, Cun-Hui; Huang, Jian The sparsity and bias of the LASSO selection in high-dimensional linear regression. (English) Zbl 1142.62044 Ann. Stat. 36, No. 4, 1567-1594 (2008). MSC: 62J05 62H12 62G08 62J07 PDFBibTeX XMLCite \textit{C.-H. Zhang} and \textit{J. Huang}, Ann. Stat. 36, No. 4, 1567--1594 (2008; Zbl 1142.62044) Full Text: DOI arXiv
Zhang, Cun-Hui General empirical Bayes wavelet methods and exactly adaptive minimax estimation. (English) Zbl 1064.62009 Ann. Stat. 33, No. 1, 54-100 (2005). MSC: 62C12 62G08 42C40 62G05 62G20 62B10 PDFBibTeX XMLCite \textit{C.-H. Zhang}, Ann. Stat. 33, No. 1, 54--100 (2005; Zbl 1064.62009) Full Text: DOI arXiv
Zhang, Cun-Hui Compound decision theory and empirical Bayes methods. (English) Zbl 1039.62005 Ann. Stat. 31, No. 2, 379-390 (2003). MSC: 62C12 62C25 62G08 62G05 01A70 PDFBibTeX XMLCite \textit{C.-H. Zhang}, Ann. Stat. 31, No. 2, 379--390 (2003; Zbl 1039.62005) Full Text: DOI