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Luo, Bin; Gao, Xiaoli High-dimensional robust approximated \(M\)-estimators for mean regression with asymmetric data. (English) Zbl 1520.62095 J. Multivariate Anal. 192, Article ID 105080, 21 p. (2022). MSC: 62J07 62H12 62F12 62F35 62J05 PDFBibTeX XMLCite \textit{B. Luo} and \textit{X. Gao}, J. Multivariate Anal. 192, Article ID 105080, 21 p. (2022; Zbl 1520.62095) Full Text: DOI arXiv
Zhou, Jia; Li, Yang; Zheng, Zemin; Li, Daoji Reproducible learning in large-scale graphical models. (English) Zbl 1520.62076 J. Multivariate Anal. 189, Article ID 104934, 13 p. (2022). MSC: 62H22 62H12 62F12 62F35 PDFBibTeX XMLCite \textit{J. Zhou} et al., J. Multivariate Anal. 189, Article ID 104934, 13 p. (2022; Zbl 1520.62076) Full Text: DOI
Zhao, Bangxin; Liu, Xin; He, Wenqing; Yi, Grace Y. Dynamic tilted current correlation for high dimensional variable screening. (English) Zbl 1499.62242 J. Multivariate Anal. 182, Article ID 104693, 16 p. (2021). MSC: 62J05 62H20 62H12 62P10 PDFBibTeX XMLCite \textit{B. Zhao} et al., J. Multivariate Anal. 182, Article ID 104693, 16 p. (2021; Zbl 1499.62242) Full Text: DOI
Zheng, Zemin; Shi, Haiyu; Li, Yang; Yuan, Hui Uniform joint screening for ultra-high dimensional graphical models. (English) Zbl 1448.62089 J. Multivariate Anal. 179, Article ID 104645, 12 p. (2020). MSC: 62H22 62F12 62J12 PDFBibTeX XMLCite \textit{Z. Zheng} et al., J. Multivariate Anal. 179, Article ID 104645, 12 p. (2020; Zbl 1448.62089) Full Text: DOI
Luo, Shan; Chen, Zehua A procedure of linear discrimination analysis with detected sparsity structure for high-dimensional multi-class classification. (English) Zbl 1512.62063 J. Multivariate Anal. 179, Article ID 104641, 19 p. (2020). MSC: 62H30 62F30 62L12 PDFBibTeX XMLCite \textit{S. Luo} and \textit{Z. Chen}, J. Multivariate Anal. 179, Article ID 104641, 19 p. (2020; Zbl 1512.62063) Full Text: DOI
Fan, Guo-Liang; Xu, Hong-Xia; Liang, Han-Ying Dimension reduction estimation for central mean subspace with missing multivariate response. (English) Zbl 1428.62222 J. Multivariate Anal. 174, Article ID 104542, 18 p. (2019). MSC: 62H12 62G08 62G20 PDFBibTeX XMLCite \textit{G.-L. Fan} et al., J. Multivariate Anal. 174, Article ID 104542, 18 p. (2019; Zbl 1428.62222) Full Text: DOI
Abramovich, Felix; Pensky, Marianna Classification with many classes: challenges and pluses. (English) Zbl 1428.62264 J. Multivariate Anal. 174, Article ID 104536, 16 p. (2019). MSC: 62H30 62F15 PDFBibTeX XMLCite \textit{F. Abramovich} and \textit{M. Pensky}, J. Multivariate Anal. 174, Article ID 104536, 16 p. (2019; Zbl 1428.62264) Full Text: DOI arXiv
Banerjee, Trambak; Mukherjee, Gourab; Radchenko, Peter Feature screening in large scale cluster analysis. (English) Zbl 1490.62150 J. Multivariate Anal. 161, 191-212 (2017). MSC: 62H30 62P10 PDFBibTeX XMLCite \textit{T. Banerjee} et al., J. Multivariate Anal. 161, 191--212 (2017; Zbl 1490.62150) Full Text: DOI arXiv
Xie, Jichun; Kang, Jian High-dimensional tests for functional networks of brain anatomic regions. (English) Zbl 1437.62661 J. Multivariate Anal. 156, 70-88 (2017). MSC: 62P10 62H15 62J15 62E20 92C42 PDFBibTeX XMLCite \textit{J. Xie} and \textit{J. Kang}, J. Multivariate Anal. 156, 70--88 (2017; Zbl 1437.62661) Full Text: DOI arXiv Link
Yang, Hu; Guo, Chaohui; Lv, Jing SCAD penalized rank regression with a diverging number of parameters. (English) Zbl 1302.62130 J. Multivariate Anal. 133, 321-333 (2015). MSC: 62H12 62E20 PDFBibTeX XMLCite \textit{H. Yang} et al., J. Multivariate Anal. 133, 321--333 (2015; Zbl 1302.62130) Full Text: DOI
Wang, Tao; Zhu, Lixing Consistent tuning parameter selection in high dimensional sparse linear regression. (English) Zbl 1216.62103 J. Multivariate Anal. 102, No. 7, 1141-1151 (2011). MSC: 62J05 62F15 62H12 65C60 62G20 PDFBibTeX XMLCite \textit{T. Wang} and \textit{L. Zhu}, J. Multivariate Anal. 102, No. 7, 1141--1151 (2011; Zbl 1216.62103) Full Text: DOI