Guo, Wenxing; Balakrishnan, Narayanaswamy; He, Mu Envelope-based sparse reduced-rank regression for multivariate linear model. (English) Zbl 1521.62113 J. Multivariate Anal. 195, Article ID 105159, 11 p. (2023). MSC: 62J05 62H12 62F12 PDFBibTeX XMLCite \textit{W. Guo} et al., J. Multivariate Anal. 195, Article ID 105159, 11 p. (2023; Zbl 1521.62113) Full Text: DOI
Zhang, Xiaochen; Zhang, Qingzhao; Ma, Shuangge; Fang, Kuangnan Subgroup analysis for high-dimensional functional regression. (English) Zbl 1520.62034 J. Multivariate Anal. 192, Article ID 105100, 20 p. (2022). MSC: 62G08 62H25 62R10 PDFBibTeX XMLCite \textit{X. Zhang} et al., J. Multivariate Anal. 192, Article ID 105100, 20 p. (2022; Zbl 1520.62034) Full Text: DOI
Chen, Yang; Luo, Ziyan; Kong, Lingchen \(\ell_{2,0}\)-norm based selection and estimation for multivariate generalized linear models. (English) Zbl 1476.62106 J. Multivariate Anal. 185, Article ID 104782, 18 p. (2021). MSC: 62J12 62H12 PDFBibTeX XMLCite \textit{Y. Chen} et al., J. Multivariate Anal. 185, Article ID 104782, 18 p. (2021; Zbl 1476.62106) Full Text: DOI
Yang, Xinfeng; Yan, Xiaodong; Huang, Jian High-dimensional integrative analysis with homogeneity and sparsity recovery. (English) Zbl 1428.62243 J. Multivariate Anal. 174, Article ID 104529, 18 p. (2019). MSC: 62H12 62J07 62J12 62F12 PDFBibTeX XMLCite \textit{X. Yang} et al., J. Multivariate Anal. 174, Article ID 104529, 18 p. (2019; Zbl 1428.62243) Full Text: DOI
Fan, Zengyan; Lian, Heng Quantile regression for additive coefficient models in high dimensions. (English) Zbl 1499.62131 J. Multivariate Anal. 164, 54-64 (2018). MSC: 62G08 62G05 62G20 PDFBibTeX XMLCite \textit{Z. Fan} and \textit{H. Lian}, J. Multivariate Anal. 164, 54--64 (2018; Zbl 1499.62131) Full Text: DOI
Lian, Heng; Kim, Yongdai Nonconvex penalized reduced rank regression and its oracle properties in high dimensions. (English) Zbl 1328.62428 J. Multivariate Anal. 143, 383-393 (2016). MSC: 62J05 PDFBibTeX XMLCite \textit{H. Lian} and \textit{Y. Kim}, J. Multivariate Anal. 143, 383--393 (2016; Zbl 1328.62428) Full Text: DOI
Katayama, Shota; Imori, Shinpei Lasso penalized model selection criteria for high-dimensional multivariate linear regression analysis. (English) Zbl 1360.62382 J. Multivariate Anal. 132, 138-150 (2014). MSC: 62J05 62J07 62H12 PDFBibTeX XMLCite \textit{S. Katayama} and \textit{S. Imori}, J. Multivariate Anal. 132, 138--150 (2014; Zbl 1360.62382) Full Text: DOI
Lian, Heng; Li, Jianbo; Tang, Xingyu SCAD-penalized regression in additive partially linear proportional hazards models with an ultra-high-dimensional linear part. (English) Zbl 1359.62130 J. Multivariate Anal. 125, 50-64 (2014). MSC: 62G08 62G20 62J07 62N05 PDFBibTeX XMLCite \textit{H. Lian} et al., J. Multivariate Anal. 125, 50--64 (2014; Zbl 1359.62130) Full Text: DOI
Wang, Tao; Xu, Pei-Rong; Zhu, Li-Xing Non-convex penalized estimation in high-dimensional models with single-index structure. (English) Zbl 1241.62097 J. Multivariate Anal. 109, 221-235 (2012). MSC: 62H12 62G20 62G08 65C60 PDFBibTeX XMLCite \textit{T. Wang} et al., J. Multivariate Anal. 109, 221--235 (2012; Zbl 1241.62097) Full Text: DOI