Zeng, Weijia; Zhang, Riquan A distributed algorithm for Lasso variable selection. (Chinese. English summary) Zbl 1499.62043 Chin. J. Appl. Probab. Stat. 38, No. 1, 99-110 (2022). MSC: 62-08 62J07 PDFBibTeX XMLCite \textit{W. Zeng} and \textit{R. Zhang}, Chin. J. Appl. Probab. Stat. 38, No. 1, 99--110 (2022; Zbl 1499.62043) Full Text: Link
Yang, Xin; Li, Bingyue; Tian, Ping Profile regularization after retention variable selection for ultrahigh dimensional partially linear models. (Chinese. English summary) Zbl 1485.62036 Chin. J. Appl. Probab. Stat. 37, No. 6, 551-568 (2021). MSC: 62G05 62G20 PDFBibTeX XMLCite \textit{X. Yang} et al., Chin. J. Appl. Probab. Stat. 37, No. 6, 551--568 (2021; Zbl 1485.62036) Full Text: Link
Niu, Yong; Li, Huapeng; Liu, Yanghui; Xiong, Shifeng; Yu, Zhou; Zhang, Riquan Overview of feature screening methods for ultra-high dimensional data. (Chinese. English summary) Zbl 1474.62200 Chin. J. Appl. Probab. Stat. 37, No. 1, 69-110 (2021). MSC: 62H15 62R07 PDFBibTeX XMLCite \textit{Y. Niu} et al., Chin. J. Appl. Probab. Stat. 37, No. 1, 69--110 (2021; Zbl 1474.62200) Full Text: DOI
Li, Fanqun; Yang, Guiyuan; Zhang, Kongsheng Non-concave penalized estimation based on the neighborhood selection method for Ising model. (Chinese. English summary) Zbl 1438.62044 Chin. J. Appl. Probab. Stat. 35, No. 2, 165-177 (2019). MSC: 62F12 62J12 62H22 62P35 PDFBibTeX XMLCite \textit{F. Li} et al., Chin. J. Appl. Probab. Stat. 35, No. 2, 165--177 (2019; Zbl 1438.62044) Full Text: DOI
Zhang, Junying; Zhang, Riquan; Wang, Hang; Lu, Zhiping Marginal empirical likelihood independence screening in sparse ultra-high dimensional additive models. (English) Zbl 1438.62086 Chin. J. Appl. Probab. Stat. 35, No. 2, 126-140 (2019). MSC: 62G08 62G05 62R07 PDFBibTeX XMLCite \textit{J. Zhang} et al., Chin. J. Appl. Probab. Stat. 35, No. 2, 126--140 (2019; Zbl 1438.62086) Full Text: DOI
Ding, Hui; Xu, Wenchao; Zhu, Hanbing; Wang, Guochang; Zhang, Tao; Zhang, Riquan Review of regression analysis for functional data. (Chinese. English summary) Zbl 1438.62120 Chin. J. Appl. Probab. Stat. 34, No. 6, 630-654 (2018). MSC: 62J02 62H25 62R10 PDFBibTeX XMLCite \textit{H. Ding} et al., Chin. J. Appl. Probab. Stat. 34, No. 6, 630--654 (2018; Zbl 1438.62120) Full Text: DOI
Li, Shunyong; Qian, Yuhua; Zhang, Xiaoqin; Niu, Jianyong Two-stage estimation about heteroscedastic model based on variable selection and cluster analysis. (Chinese. English summary) Zbl 1424.62116 Chin. J. Appl. Probab. Stat. 34, No. 2, 191-200 (2018). MSC: 62J05 62J10 62H30 PDFBibTeX XMLCite \textit{S. Li} et al., Chin. J. Appl. Probab. Stat. 34, No. 2, 191--200 (2018; Zbl 1424.62116) Full Text: DOI
Zhou, Yingchun; Zheng, Xianlin Local nonlinear parametric model for characterizing shape of functional data. (English) Zbl 1389.62107 Chin. J. Appl. Probab. Stat. 33, No. 1, 67-90 (2017). MSC: 62J02 62F10 PDFBibTeX XMLCite \textit{Y. Zhou} and \textit{X. Zheng}, Chin. J. Appl. Probab. Stat. 33, No. 1, 67--90 (2017; Zbl 1389.62107) Full Text: DOI
Li, Quanlin; Ding, Yuanyuan; Yang, Feifei Reward processes and performance optimization in asymmetric supermarket models. (Chinese. English summary) Zbl 1349.60121 Chin. J. Appl. Probab. Stat. 31, No. 4, 411-431 (2015). MSC: 60J20 60K25 60K30 PDFBibTeX XMLCite \textit{Q. Li} et al., Chin. J. Appl. Probab. Stat. 31, No. 4, 411--431 (2015; Zbl 1349.60121) Full Text: DOI
Gai, Yujie; Zhang, Zhanli; Zhang, Jun General shrinkage rule with respect to \(\gamma\)-norms for bridge estimation. (English) Zbl 1349.62320 Chin. J. Appl. Probab. Stat. 31, No. 4, 347-356 (2015). MSC: 62J07 62G05 62G08 PDFBibTeX XMLCite \textit{Y. Gai} et al., Chin. J. Appl. Probab. Stat. 31, No. 4, 347--356 (2015; Zbl 1349.62320) Full Text: DOI
Lu, Yiqiang; Li, Feng; Hu, Bin Variable selection of single-index quantile regression. (English) Zbl 1340.62038 Chin. J. Appl. Probab. Stat. 31, No. 1, 20-34 (2015). MSC: 62G08 62G05 62H12 PDFBibTeX XMLCite \textit{Y. Lu} et al., Chin. J. Appl. Probab. Stat. 31, No. 1, 20--34 (2015; Zbl 1340.62038) Full Text: DOI
Zhao, Weihua; Zhang, Riquan; Liu, Jicai Variable selection of quantile varying coefficient models based on kernel smoothing. (English) Zbl 1324.62033 Chin. J. Appl. Probab. Stat. 30, No. 5, 537-560 (2014). MSC: 62G08 62G35 62P10 PDFBibTeX XMLCite \textit{W. Zhao} et al., Chin. J. Appl. Probab. Stat. 30, No. 5, 537--560 (2014; Zbl 1324.62033) Full Text: DOI
Zhu, Xiaolu; Zhu, Zhongyi Comparison of criteria to select a working correlation matrix in generalized estimating equations. (English) Zbl 1299.62016 Chin. J. Appl. Probab. Stat. 29, No. 5, 515-530 (2013). MSC: 62F10 62F07 62P10 PDFBibTeX XMLCite \textit{X. Zhu} and \textit{Z. Zhu}, Chin. J. Appl. Probab. Stat. 29, No. 5, 515--530 (2013; Zbl 1299.62016)
Tian, Ruiqin; Xue, Liugen Variable selection for the linear EV model with longitudinal data. (English) Zbl 1289.62067 Chin. J. Appl. Probab. Stat. 29, No. 3, 246-260 (2013). MSC: 62J05 62H12 62J07 62J10 62F12 PDFBibTeX XMLCite \textit{R. Tian} and \textit{L. Xue}, Chin. J. Appl. Probab. Stat. 29, No. 3, 246--260 (2013; Zbl 1289.62067)