Fan, Xinyan; Lan, Wei; Zou, Tao; Tsai, Chih-Ling Covariance model with general linear structure and divergent parameters. (English) Zbl 07813827 J. Bus. Econ. Stat. 42, No. 1, 36-48 (2024). MSC: 62P20 PDFBibTeX XMLCite \textit{X. Fan} et al., J. Bus. Econ. Stat. 42, No. 1, 36--48 (2024; Zbl 07813827) Full Text: DOI arXiv
Nguelifack, Brice M.; Kemajou-Brown, Isabelle Robust rank-based variable selection in double generalized linear models with diverging number of parameters under adaptive Lasso. (English) Zbl 07193826 J. Stat. Comput. Simulation 89, No. 11, 2051-2072 (2019). MSC: 62G08 62J12 62K25 PDFBibTeX XMLCite \textit{B. M. Nguelifack} and \textit{I. Kemajou-Brown}, J. Stat. Comput. Simulation 89, No. 11, 2051--2072 (2019; Zbl 07193826) Full Text: DOI
Fan, Guo-liang; Liang, Han-ying; Zhu, Li-xing Penalized profile least squares-based statistical inference for varying coefficient partially linear errors-in-variables models. (English) Zbl 1404.62037 Sci. China, Math. 61, No. 9, 1677-1694 (2018). MSC: 62G08 62G20 PDFBibTeX XMLCite \textit{G.-l. Fan} et al., Sci. China, Math. 61, No. 9, 1677--1694 (2018; Zbl 1404.62037) Full Text: DOI
Ni, Ai; Cai, Jianwen A regularized variable selection procedure in additive hazards model with stratified case-cohort design. (English) Zbl 1468.62362 Lifetime Data Anal. 24, No. 3, 443-463 (2018). MSC: 62N02 62J07 62P10 PDFBibTeX XMLCite \textit{A. Ni} and \textit{J. Cai}, Lifetime Data Anal. 24, No. 3, 443--463 (2018; Zbl 1468.62362) Full Text: DOI Link
Guo, Chaohui; Yang, Hu; Lv, Jing Robust variable selection for generalized linear models with a diverging number of parameters. (English) Zbl 1395.62214 Commun. Stat., Theory Methods 46, No. 6, 2967-2981 (2017). MSC: 62J12 62G35 PDFBibTeX XMLCite \textit{C. Guo} et al., Commun. Stat., Theory Methods 46, No. 6, 2967--2981 (2017; Zbl 1395.62214) Full Text: DOI
Ni, Ai; Cai, Jianwen; Zeng, Donglin Variable selection for case-cohort studies with failure time outcome. (English) Zbl 1506.62453 Biometrika 103, No. 3, 547-562 (2016). MSC: 62P10 62N02 PDFBibTeX XMLCite \textit{A. Ni} et al., Biometrika 103, No. 3, 547--562 (2016; Zbl 1506.62453) Full Text: DOI
Lian, Heng; Meng, Jie; Zhao, Kaifeng Spline estimator for simultaneous variable selection and constant coefficient identification in high-dimensional generalized varying-coefficient models. (English) Zbl 1327.62309 J. Multivariate Anal. 141, 81-103 (2015). MSC: 62G20 PDFBibTeX XMLCite \textit{H. Lian} et al., J. Multivariate Anal. 141, 81--103 (2015; Zbl 1327.62309) Full Text: DOI
Wang, Guannan; Wang, Li Spline estimation and variable selection for single-index prediction models with diverging number of index parameters. (English) Zbl 1314.62103 J. Stat. Plann. Inference 162, 1-19 (2015). MSC: 62G08 62G35 41A15 62P12 PDFBibTeX XMLCite \textit{G. Wang} and \textit{L. Wang}, J. Stat. Plann. Inference 162, 1--19 (2015; Zbl 1314.62103) Full Text: DOI
Yan, Ting A note on asymptotic distributions in maximum entropy models for networks. (English) Zbl 1321.62017 Stat. Probab. Lett. 98, 1-5 (2015). MSC: 62E20 62F12 60F05 PDFBibTeX XMLCite \textit{T. Yan}, Stat. Probab. Lett. 98, 1--5 (2015; Zbl 1321.62017) Full Text: DOI
Wang, Xiaoguang; Fan, Junhui Variable selection for multivariate generalized linear models. (English) Zbl 1514.62931 J. Appl. Stat. 41, No. 2, 393-406 (2014). MSC: 62-XX PDFBibTeX XMLCite \textit{X. Wang} and \textit{J. Fan}, J. Appl. Stat. 41, No. 2, 393--406 (2014; Zbl 1514.62931) Full Text: DOI
Ng, Chi Tim; Yu, Chi Wai Modified SCAD penalty for constrained variable selection problems. (English) Zbl 1486.62204 Stat. Methodol. 21, 109-134 (2014). MSC: 62J05 62J07 62J12 62F35 PDFBibTeX XMLCite \textit{C. T. Ng} and \textit{C. W. Yu}, Stat. Methodol. 21, 109--134 (2014; Zbl 1486.62204) Full Text: DOI
Zhang, Jun; Zhu, Liping; Zhu, Lixing Surrogate dimension reduction in measurement error regressions. (English) Zbl 06431834 Stat. Sin. 24, No. 3, 1341-1363 (2014). MSC: 62-XX PDFBibTeX XMLCite \textit{J. Zhang} et al., Stat. Sin. 24, No. 3, 1341--1363 (2014; Zbl 06431834) Full Text: DOI Link
Liu, Jicai; Zhang, Riquan; Zhao, Weihua Hierarchically penalized additive hazards model with diverging number of parameters. (English) Zbl 1308.62191 Sci. China, Math. 57, No. 4, 873-886 (2014). MSC: 62N02 62F12 PDFBibTeX XMLCite \textit{J. Liu} et al., Sci. China, Math. 57, No. 4, 873--886 (2014; Zbl 1308.62191) Full Text: DOI
Shi, Yue-Yong; Cao, Yong-Xiu; Jiao, Yu-Ling; Liu, Yan-Yan SICA for Cox’s proportional hazards model with a diverging number of parameters. (English) Zbl 1305.62194 Acta Math. Appl. Sin., Engl. Ser. 30, No. 4, 887-902 (2014). MSC: 62G20 62N01 62N02 PDFBibTeX XMLCite \textit{Y.-Y. Shi} et al., Acta Math. Appl. Sin., Engl. Ser. 30, No. 4, 887--902 (2014; Zbl 1305.62194) Full Text: DOI
Choi, Hosik; Kim, Yongdai; Kwon, Sunghoon Sparse bridge estimation with a diverging number of parameters. (English) Zbl 1327.62402 Stat. Interface 6, No. 2, 231-242 (2013). MSC: 62J05 62J07 PDFBibTeX XMLCite \textit{H. Choi} et al., Stat. Interface 6, No. 2, 231--242 (2013; Zbl 1327.62402) Full Text: DOI
Wang, Lichun; Lai, Peng; Lian, Heng Polynomial spline estimation for generalized varying coefficient partially linear models with a diverging number of components. (English) Zbl 1365.62300 Metrika 76, No. 8, 1083-1103 (2013). MSC: 62J12 62G08 PDFBibTeX XMLCite \textit{L. Wang} et al., Metrika 76, No. 8, 1083--1103 (2013; Zbl 1365.62300) Full Text: DOI
Cho, Hyunkeun; Qu, Annie Model selection for correlated data with diverging number of parameters. (English) Zbl 1433.62192 Stat. Sin. 23, No. 2, 901-927 (2013). MSC: 62J07 62F12 PDFBibTeX XMLCite \textit{H. Cho} and \textit{A. Qu}, Stat. Sin. 23, No. 2, 901--927 (2013; Zbl 1433.62192)
Xu, PeiRong; Fu, WenJiang; Zhu, LiXing Shrinkage estimation analysis of correlated binary data with a diverging number of parameters. (English) Zbl 1261.62018 Sci. China, Math. 56, No. 2, 359-377 (2013). MSC: 62F07 62H12 62F12 65C60 PDFBibTeX XMLCite \textit{P. Xu} et al., Sci. China, Math. 56, No. 2, 359--377 (2013; Zbl 1261.62018) Full Text: DOI
Luo, Shan; Chen, Zehua Extended BIC for linear regression models with diverging number of relevant features and high or ultra-high feature spaces. (English) Zbl 1428.62321 J. Stat. Plann. Inference 143, No. 3, 494-504 (2013). MSC: 62J05 62B10 62F07 PDFBibTeX XMLCite \textit{S. Luo} and \textit{Z. Chen}, J. Stat. Plann. Inference 143, No. 3, 494--504 (2013; Zbl 1428.62321) Full Text: DOI arXiv
Lian, Heng Variable selection for high-dimensional generalized varying-coefficient models. (English) Zbl 1253.62027 Stat. Sin. 22, No. 4, 1563-1588 (2012). MSC: 62G08 62G20 65C05 PDFBibTeX XMLCite \textit{H. Lian}, Stat. Sin. 22, No. 4, 1563--1588 (2012; Zbl 1253.62027) Full Text: Link
Wang, Lan; Zhou, Jianhui; Qu, Annie Penalized generalized estimating equations for high-dimensional longitudinal data analysis. (English) Zbl 1251.62051 Biometrics 68, No. 2, 353-360 (2012). MSC: 62P10 62G05 62G20 92C40 62H20 65C05 PDFBibTeX XMLCite \textit{L. Wang} et al., Biometrics 68, No. 2, 353--360 (2012; Zbl 1251.62051) Full Text: DOI
Zhang, Li-mei; Zhu, Li-ping; Zhu, Li-xing Sufficient dimension reduction in regressions through cumulative Hessian directions. (English) Zbl 1255.62125 Stat. Comput. 21, No. 3, 325-334 (2011). MSC: 62G08 62H12 62G20 PDFBibTeX XMLCite \textit{L.-m. Zhang} et al., Stat. Comput. 21, No. 3, 325--334 (2011; Zbl 1255.62125) Full Text: DOI
Li, Gaorong; Xue, Liugen; Lian, Heng Semi-varying coefficient models with a diverging number of components. (English) Zbl 1216.62060 J. Multivariate Anal. 102, No. 7, 1166-1174 (2011). MSC: 62G08 62G20 65C05 65D07 PDFBibTeX XMLCite \textit{G. Li} et al., J. Multivariate Anal. 102, No. 7, 1166--1174 (2011; Zbl 1216.62060) Full Text: DOI
Wu, Yichao; Li, Lexin Asymptotic properties of sufficient dimension reduction with a diverging number of predictors. (English) Zbl 1214.62064 Stat. Sin. 21, No. 2, 707-730 (2011). MSC: 62H12 62F12 65C60 90C90 PDFBibTeX XMLCite \textit{Y. Wu} and \textit{L. Li}, Stat. Sin. 21, No. 2, 707--730 (2011; Zbl 1214.62064) Full Text: DOI Link Link
Zhu, Liping; Zhu, Lixing Stable direction recovery in single-index models with a diverging number of predictors. (English) Zbl 1233.62096 Sci. China, Math. 53, No. 7, 1817-1826 (2010). MSC: 62G08 62H12 62G20 65C60 PDFBibTeX XMLCite \textit{L. Zhu} and \textit{L. Zhu}, Sci. China, Math. 53, No. 7, 1817--1826 (2010; Zbl 1233.62096) Full Text: DOI
Zhang, Chunming Statistical inference of minimum BD estimators and classifiers for varying-dimensional models. (English) Zbl 1189.62039 J. Multivariate Anal. 101, No. 7, 1574-1593 (2010). MSC: 62F12 62F05 65C60 62J02 62H12 62G08 PDFBibTeX XMLCite \textit{C. Zhang}, J. Multivariate Anal. 101, No. 7, 1574--1593 (2010; Zbl 1189.62039) Full Text: DOI
Zhu, Li-Ping; Zhu, Li-Xing Nonconcave penalized inverse regression in single-index models with high dimensional predictors. (English) Zbl 1157.62037 J. Multivariate Anal. 100, No. 5, 862-875 (2009). MSC: 62H12 62G20 62G08 62H15 62P12 65C60 PDFBibTeX XMLCite \textit{L.-P. Zhu} and \textit{L.-X. Zhu}, J. Multivariate Anal. 100, No. 5, 862--875 (2009; Zbl 1157.62037) Full Text: DOI
Fan, Jianqing; Peng, Heng Nonconcave penalized likelihood with a diverging number of parameters. (English) Zbl 1092.62031 Ann. Stat. 32, No. 3, 928-961 (2004). MSC: 62F12 62E20 62F03 PDFBibTeX XMLCite \textit{J. Fan} and \textit{H. Peng}, Ann. Stat. 32, No. 3, 928--961 (2004; Zbl 1092.62031) Full Text: DOI arXiv