Kepplinger, David Robust variable selection and estimation via adaptive elastic net S-estimators for linear regression. (English) Zbl 07711772 Comput. Stat. Data Anal. 183, Article ID 107730, 13 p. (2023). MSC: 62-08 PDFBibTeX XMLCite \textit{D. Kepplinger}, Comput. Stat. Data Anal. 183, Article ID 107730, 13 p. (2023; Zbl 07711772) Full Text: DOI arXiv
Sardy, Sylvain; Diaz-Rodriguez, Jairo; Giacobino, Caroline Thresholding tests based on affine Lasso to achieve non-asymptotic nominal level and high power under sparse and dense alternatives in high dimension. (English) Zbl 07533783 Comput. Stat. Data Anal. 173, Article ID 107507, 14 p. (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{S. Sardy} et al., Comput. Stat. Data Anal. 173, Article ID 107507, 14 p. (2022; Zbl 07533783) Full Text: DOI
Thompson, Ryan Robust subset selection. (English) Zbl 07476346 Comput. Stat. Data Anal. 169, Article ID 107415, 19 p. (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{R. Thompson}, Comput. Stat. Data Anal. 169, Article ID 107415, 19 p. (2022; Zbl 07476346) Full Text: DOI arXiv
Mishra, Aditya; Müller, Christian L. Robust regression with compositional covariates. (English) Zbl 07422846 Comput. Stat. Data Anal. 165, Article ID 107315, 16 p. (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{A. Mishra} and \textit{C. L. Müller}, Comput. Stat. Data Anal. 165, Article ID 107315, 16 p. (2022; Zbl 07422846) Full Text: DOI arXiv
Zhang, Jing; Wang, Qin; Mays, D’Arcy Robust MAVE through nonconvex penalized regression. (English) Zbl 07422738 Comput. Stat. Data Anal. 160, Article ID 107247, 16 p. (2021). MSC: 62-XX PDFBibTeX XMLCite \textit{J. Zhang} et al., Comput. Stat. Data Anal. 160, Article ID 107247, 16 p. (2021; Zbl 07422738) Full Text: DOI
Dong, Ruipeng; Li, Daoji; Zheng, Zemin Parallel integrative learning for large-scale multi-response regression with incomplete outcomes. (English) Zbl 07422735 Comput. Stat. Data Anal. 160, Article ID 107243, 21 p. (2021). MSC: 62-XX PDFBibTeX XMLCite \textit{R. Dong} et al., Comput. Stat. Data Anal. 160, Article ID 107243, 21 p. (2021; Zbl 07422735) Full Text: DOI arXiv
Mishra, Aditya; Dey, Dipak K.; Chen, Yong; Chen, Kun Generalized co-sparse factor regression. (English) Zbl 1510.62067 Comput. Stat. Data Anal. 157, Article ID 107127, 16 p. (2021). MSC: 62-08 62J05 62J07 62J12 62H12 PDFBibTeX XMLCite \textit{A. Mishra} et al., Comput. Stat. Data Anal. 157, Article ID 107127, 16 p. (2021; Zbl 1510.62067) Full Text: DOI arXiv
Zhao, Yi; Lindquist, Martin A.; Caffo, Brian S. Sparse principal component based high-dimensional mediation analysis. (English) Zbl 1507.62211 Comput. Stat. Data Anal. 142, Article ID 106835, 10 p. (2020). MSC: 62-08 62P10 62H25 92C55 PDFBibTeX XMLCite \textit{Y. Zhao} et al., Comput. Stat. Data Anal. 142, Article ID 106835, 10 p. (2020; Zbl 1507.62211) Full Text: DOI arXiv Link
Zhang, Yuexia; Qin, Guoyou; Zhu, Zhongyi; Xu, Wanghong A novel robust approach for analysis of longitudinal data. (English) Zbl 1507.62208 Comput. Stat. Data Anal. 138, 83-95 (2019). MSC: 62-08 62F35 62P10 PDFBibTeX XMLCite \textit{Y. Zhang} et al., Comput. Stat. Data Anal. 138, 83--95 (2019; Zbl 1507.62208) Full Text: DOI
Griffin, Maryclare; Hoff, Peter D. Lasso ANOVA decompositions for matrix and tensor data. (English) Zbl 1507.62067 Comput. Stat. Data Anal. 137, 181-194 (2019). MSC: 62-08 62J10 PDFBibTeX XMLCite \textit{M. Griffin} and \textit{P. D. Hoff}, Comput. Stat. Data Anal. 137, 181--194 (2019; Zbl 1507.62067) Full Text: DOI arXiv
Zhao, Weihua; Jiang, Xuejun; Lian, Heng A principal varying-coefficient model for quantile regression: joint variable selection and dimension reduction. (English) Zbl 1469.62180 Comput. Stat. Data Anal. 127, 269-280 (2018). MSC: 62-08 62G08 62G20 PDFBibTeX XMLCite \textit{W. Zhao} et al., Comput. Stat. Data Anal. 127, 269--280 (2018; Zbl 1469.62180) Full Text: DOI
Zhao, Junlong; Niu, Lu; Zhan, Shushi Trace regression model with simultaneously low rank and row(column) sparse parameter. (English) Zbl 1466.62229 Comput. Stat. Data Anal. 116, 1-18 (2017). MSC: 62-08 PDFBibTeX XMLCite \textit{J. Zhao} et al., Comput. Stat. Data Anal. 116, 1--18 (2017; Zbl 1466.62229) Full Text: DOI
Feng, Sanying; Lian, Heng; Zhu, Fukang Reduced rank regression with possibly non-smooth criterion functions: an empirical likelihood approach. (English) Zbl 1466.62067 Comput. Stat. Data Anal. 103, 139-150 (2016). MSC: 62-08 PDFBibTeX XMLCite \textit{S. Feng} et al., Comput. Stat. Data Anal. 103, 139--150 (2016; Zbl 1466.62067) Full Text: DOI
Yang, Hu; Yi, Danhui Studies of the adaptive network-constrained linear regression and its application. (English) Zbl 1468.62217 Comput. Stat. Data Anal. 92, 40-52 (2015). MSC: 62-08 62J05 62P05 PDFBibTeX XMLCite \textit{H. Yang} and \textit{D. Yi}, Comput. Stat. Data Anal. 92, 40--52 (2015; Zbl 1468.62217) Full Text: DOI
She, Yiyuan An iterative algorithm for fitting nonconvex penalized generalized linear models with grouped predictors. (English) Zbl 1255.62209 Comput. Stat. Data Anal. 56, No. 10, 2976-2990 (2012). MSC: 62J12 62M15 62P10 65C60 PDFBibTeX XMLCite \textit{Y. She}, Comput. Stat. Data Anal. 56, No. 10, 2976--2990 (2012; Zbl 1255.62209) Full Text: DOI arXiv
Maringer, Dietmar (ed.); Paterlini, Sandra (ed.); Winker, Peter (ed.) The 3rd special issue on optimization heuristics in estimation and modelling problems. (English) Zbl 1254.00022 Comput. Stat. Data Anal. 56, No. 10, 2963-2964 (2012). MSC: 00B15 62-06 90C59 PDFBibTeX XMLCite \textit{D. Maringer} (ed.) et al., Comput. Stat. Data Anal. 56, No. 10, 2963--2964 (2012; Zbl 1254.00022) Full Text: DOI