Zhao, Weihua; Zhang, Xiaoyu; Yuen, Kam Chuen; Li, Rui; Lian, Heng Estimation in quantile regression models for correlated data with diverging number of covariates and large cluster sizes. (English) Zbl 07649686 Commun. Stat., Theory Methods 52, No. 4, 1012-1038 (2023). MSC: 62F10 PDFBibTeX XMLCite \textit{W. Zhao} et al., Commun. Stat., Theory Methods 52, No. 4, 1012--1038 (2023; Zbl 07649686) Full Text: DOI
Ke, Baofang; Zhao, Weihua; Wang, Lei Smoothed tensor quantile regression estimation for longitudinal data. (English) Zbl 07626673 Comput. Stat. Data Anal. 178, Article ID 107609, 23 p. (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{B. Ke} et al., Comput. Stat. Data Anal. 178, Article ID 107609, 23 p. (2023; Zbl 07626673) Full Text: DOI
Zhao, Weihua; Li, Rui; Lian, Heng High-dimensional quantile varying-coefficient models with dimension reduction. (English) Zbl 07472638 Metrika 85, No. 1, 1-19 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{W. Zhao} et al., Metrika 85, No. 1, 1--19 (2022; Zbl 07472638) Full Text: DOI
Zhao, Weihua; Zhang, Fode; Li, Rui; Lian, Heng Principal single-index varying-coefficient models for dimension reduction in quantile regression. (English) Zbl 07194314 J. Stat. Comput. Simulation 90, No. 5, 800-818 (2020). MSC: 62-XX PDFBibTeX XMLCite \textit{W. Zhao} et al., J. Stat. Comput. Simulation 90, No. 5, 800--818 (2020; Zbl 07194314) Full Text: DOI
Zhao, Weihua; Zhang, Weiping; Lian, Heng Marginal quantile regression for varying coefficient models with longitudinal data. (English) Zbl 1436.62152 Ann. Inst. Stat. Math. 72, No. 1, 213-234 (2020). MSC: 62G08 62H11 65D07 PDFBibTeX XMLCite \textit{W. Zhao} et al., Ann. Inst. Stat. Math. 72, No. 1, 213--234 (2020; Zbl 1436.62152) Full Text: DOI
Zhao, Weihua; Zhang, Fode; Wang, Xuejun; Li, Rui; Lian, Heng Principal varying coefficient estimator for high-dimensional models. (English) Zbl 1434.62159 Statistics 53, No. 6, 1234-1250 (2019). MSC: 62J07 62G07 65D07 62H25 PDFBibTeX XMLCite \textit{W. Zhao} et al., Statistics 53, No. 6, 1234--1250 (2019; Zbl 1434.62159) Full Text: DOI
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, Weihua; Zhou, Yan; Lian, Heng Time-varying quantile single-index model for multivariate responses. (English) Zbl 1469.62181 Comput. Stat. Data Anal. 127, 32-49 (2018). MSC: 62-08 62G08 62G20 62P05 PDFBibTeX XMLCite \textit{W. Zhao} et al., Comput. Stat. Data Anal. 127, 32--49 (2018; Zbl 1469.62181) Full Text: DOI
Zhao, Weihua; Li, Jianbo; Lian, Heng Adaptive varying-coefficient linear quantile model: a profiled estimating equations approach. (English) Zbl 1401.62069 Ann. Inst. Stat. Math. 70, No. 3, 553-582 (2018). Reviewer: Nikolai N. Leonenko (Cardiff) MSC: 62G08 62J05 62G20 PDFBibTeX XMLCite \textit{W. Zhao} et al., Ann. Inst. Stat. Math. 70, No. 3, 553--582 (2018; Zbl 1401.62069) Full Text: DOI
Zhao, Weihua; Lian, Heng; Song, Xinyuan Composite quantile regression for correlated data. (English) Zbl 1466.62230 Comput. Stat. Data Anal. 109, 15-33 (2017). MSC: 62-08 PDFBibTeX XMLCite \textit{W. Zhao} et al., Comput. Stat. Data Anal. 109, 15--33 (2017; Zbl 1466.62230) Full Text: DOI
Zhao, Weihua; Zhang, Riquan; Lv, Yazhao; Liu, Jicai Quantile regression and variable selection of single-index coefficient model. (English) Zbl 1382.62021 Ann. Inst. Stat. Math. 69, No. 4, 761-789 (2017). Reviewer: Oleksandr Kukush (Kyïv) MSC: 62G08 62G20 62J07 62J12 PDFBibTeX XMLCite \textit{W. Zhao} et al., Ann. Inst. Stat. Math. 69, No. 4, 761--789 (2017; Zbl 1382.62021) Full Text: DOI
Zhao, Weihua; Lian, Heng; Liang, Hua GEE analysis for longitudinal single-index quantile regression. (English) Zbl 1391.62069 J. Stat. Plann. Inference 187, 78-102 (2017). MSC: 62G08 62E20 62P10 PDFBibTeX XMLCite \textit{W. Zhao} et al., J. Stat. Plann. Inference 187, 78--102 (2017; Zbl 1391.62069) Full Text: DOI
Zhao, Weihua; Lian, Heng Quantile index coefficient model with variable selection. (English) Zbl 1352.62061 J. Multivariate Anal. 154, 40-58 (2017). MSC: 62G08 62G20 PDFBibTeX XMLCite \textit{W. Zhao} and \textit{H. Lian}, J. Multivariate Anal. 154, 40--58 (2017; Zbl 1352.62061) Full Text: DOI
Zhao, Weihua; Lian, Heng; Ma, Shujie Robust reduced-rank modeling via rank regression. (English) Zbl 1356.62056 J. Stat. Plann. Inference 180, 1-12 (2017). MSC: 62G08 62J05 62H12 62G35 62E20 PDFBibTeX XMLCite \textit{W. Zhao} et al., J. Stat. Plann. Inference 180, 1--12 (2017; Zbl 1356.62056) Full Text: DOI
Zhao, Weihua; Lian, Heng; Zhang, Riquan; Lai, Peng Estimation and variable selection for proportional response data with partially linear single-index models. (English) Zbl 1468.62236 Comput. Stat. Data Anal. 96, 40-56 (2016). MSC: 62-08 62G08 62J12 PDFBibTeX XMLCite \textit{W. Zhao} et al., Comput. Stat. Data Anal. 96, 40--56 (2016; Zbl 1468.62236) Full Text: DOI
Jicai, Liu; Zhang, Riquan; Zhao, Weihua; Lv, Yazhao Variable selection in partially linear hazard regression for multivariate failure time data. (English) Zbl 1338.62114 J. Nonparametric Stat. 28, No. 2, 375-394 (2016). MSC: 62G08 62G20 62N01 PDFBibTeX XMLCite \textit{L. Jicai} et al., J. Nonparametric Stat. 28, No. 2, 375--394 (2016; Zbl 1338.62114) Full Text: DOI
Zhao, Wei-hua; Zhang, Ri-quan; Lü, Ya-zhao; Liu, Ji-cai Bayesian regularized regression based on composite quantile method. (English) Zbl 1343.62030 Acta Math. Appl. Sin., Engl. Ser. 32, No. 2, 495-512 (2016). MSC: 62G10 62G08 PDFBibTeX XMLCite \textit{W.-h. Zhao} et al., Acta Math. Appl. Sin., Engl. Ser. 32, No. 2, 495--512 (2016; Zbl 1343.62030) Full Text: DOI
Zhang, Riquan; Lv, Yazhao; Zhao, Weihua; Liu, Jicai Composite quantile regression and variable selection in single-index coefficient model. (English) Zbl 1338.62100 J. Stat. Plann. Inference 176, 1-21 (2016). MSC: 62G05 62E20 PDFBibTeX XMLCite \textit{R. Zhang} et al., J. Stat. Plann. Inference 176, 1--21 (2016; Zbl 1338.62100) Full Text: DOI
Li, Zean; Zhao, Weihua Robust Bayesian regularized estimation based on \(t\) regression model. (English) Zbl 1426.62212 J. Probab. Stat. 2015, Article ID 989412, 9 p. (2015). MSC: 62J07 62F15 PDFBibTeX XMLCite \textit{Z. Li} and \textit{W. Zhao}, J. Probab. Stat. 2015, Article ID 989412, 9 p. (2015; Zbl 1426.62212) Full Text: DOI
Liu, Jicai; Zhang, Riquan; Zhao, Weihua; Lv, Yazhao Variable selection in semiparametric hazard regression for multivariate survival data. (English) Zbl 1325.62091 J. Multivariate Anal. 142, 26-40 (2015). MSC: 62G08 62G20 62N01 PDFBibTeX XMLCite \textit{J. Liu} et al., J. Multivariate Anal. 142, 26--40 (2015; Zbl 1325.62091) Full Text: DOI
Zhao, Weihua; Zhang, Riquan Variable selection of varying dispersion student-\(t\) regression models. (English) Zbl 1320.93080 J. Syst. Sci. Complex. 28, No. 4, 961-977 (2015). MSC: 93E10 93E03 62E99 PDFBibTeX XMLCite \textit{W. Zhao} and \textit{R. Zhang}, J. Syst. Sci. Complex. 28, No. 4, 961--977 (2015; Zbl 1320.93080) Full Text: DOI
Lv, Yazhao; Zhang, Riquan; Zhao, Weihua; Liu, Jicai Quantile regression and variable selection of partial linear single-index model. (English) Zbl 1338.62118 Ann. Inst. Stat. Math. 67, No. 2, 375-409 (2015). MSC: 62G08 62G07 62J05 62G20 PDFBibTeX XMLCite \textit{Y. Lv} et al., Ann. Inst. Stat. Math. 67, No. 2, 375--409 (2015; Zbl 1338.62118) Full Text: DOI
Zhao, Weihua; Zhang, Riquan; Liu, Jicai; Hu, Hongchang Robust adaptive estimation for semivarying coefficient models. (English) Zbl 1314.62109 Stat. Probab. Lett. 97, 132-141 (2015). MSC: 62G10 62G08 PDFBibTeX XMLCite \textit{W. Zhao} et al., Stat. Probab. Lett. 97, 132--141 (2015; Zbl 1314.62109) Full Text: DOI
Zhao, Weihua; Zhang, Riquan; Liu, Jicai; Lv, Yazhao Semi varying coefficient zero-inflated generalized Poisson regression model. (English) Zbl 1311.62070 Commun. Stat., Theory Methods 44, No. 1, 171-185 (2015). MSC: 62G10 62G08 PDFBibTeX XMLCite \textit{W. Zhao} et al., Commun. Stat., Theory Methods 44, No. 1, 171--185 (2015; Zbl 1311.62070) Full Text: DOI
Zhao, Weihua; Zhang, Riquan; Liu, Yukun; Liu, Jicai Empirical likelihood based modal regression. (English) Zbl 1309.62085 Stat. Pap. 56, No. 2, 411-430 (2015). MSC: 62G10 62G08 PDFBibTeX XMLCite \textit{W. Zhao} et al., Stat. Pap. 56, No. 2, 411--430 (2015; Zbl 1309.62085) Full Text: DOI
Zhao, Weihua; Zhang, Riquan; Liu, Jicai Sparse group variable selection based on quantile hierarchical Lasso. (English) Zbl 1514.62979 J. Appl. Stat. 41, No. 8, 1658-1677 (2014). MSC: 62-XX PDFBibTeX XMLCite \textit{W. Zhao} et al., J. Appl. Stat. 41, No. 8, 1658--1677 (2014; Zbl 1514.62979) Full Text: DOI
Lv, Yazhao; Zhang, Riquan; Zhao, Weihua; Liu, Jicai Quantile regression and variable selection for the single-index model. (English) Zbl 1514.62727 J. Appl. Stat. 41, No. 7, 1565-1577 (2014). MSC: 62-XX PDFBibTeX XMLCite \textit{Y. Lv} et al., J. Appl. Stat. 41, No. 7, 1565--1577 (2014; Zbl 1514.62727) Full Text: DOI
Zhao, Weihua; Zhang, Riquan; Lv, Yazhao; Liu, Jicai Variable selection for varying dispersion beta regression model. (English) Zbl 1514.62980 J. Appl. Stat. 41, No. 1, 95-108 (2014). MSC: 62-XX PDFBibTeX XMLCite \textit{W. Zhao} et al., J. Appl. Stat. 41, No. 1, 95--108 (2014; Zbl 1514.62980) Full Text: DOI
Zhao, Weihua; Zhang, Riquan; Liu, Jicai Regularization and model selection for quantile varying coefficient model with categorical effect modifiers. (English) Zbl 1506.62211 Comput. Stat. Data Anal. 79, 44-62 (2014). MSC: 62-08 62G08 PDFBibTeX XMLCite \textit{W. Zhao} et al., Comput. Stat. Data Anal. 79, 44--62 (2014; Zbl 1506.62211) Full Text: DOI
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
Zhao, Weihua; Zhang, Riquan; Liu, Jicai; Huang, Zhensheng; Lv, Yazhao Generalized varying-coefficient single-index model. (English) Zbl 1304.62068 Statistics 48, No. 6, 1311-1323 (2014). MSC: 62G10 62G08 62J12 62P12 PDFBibTeX XMLCite \textit{W. Zhao} et al., Statistics 48, No. 6, 1311--1323 (2014; Zbl 1304.62068) Full Text: DOI
Zhao, Weihua; Zhang, Riquan; Liu, Jicai; Lv, Yazhao Robust and efficient variable selection for semiparametric partially linear varying coefficient model based on modal regression. (English) Zbl 1281.62109 Ann. Inst. Stat. Math. 66, No. 1, 165-191 (2014). MSC: 62G08 62G35 65D07 62F10 62F07 65C05 PDFBibTeX XMLCite \textit{W. Zhao} et al., Ann. Inst. Stat. Math. 66, No. 1, 165--191 (2014; Zbl 1281.62109) Full Text: DOI
Zhao, Weihua; Zhang, Riquan; Liu, Jicai Robust variable selection for the varying coefficient model based on composite \(L_1\)-\(L_2\) regression. (English) Zbl 1514.62978 J. Appl. Stat. 40, No. 9, 2024-2040 (2013). MSC: 62-XX PDFBibTeX XMLCite \textit{W. Zhao} et al., J. Appl. Stat. 40, No. 9, 2024--2040 (2013; Zbl 1514.62978) Full Text: DOI
Zhao, Weihua; Zhang, Riquan; Lv, Yazhao; Liu, Jicai Variable selection of the quantile varying coefficient regression models. (English) Zbl 1294.62102 J. Korean Stat. Soc. 42, No. 3, 343-358 (2013). MSC: 62G10 62G08 PDFBibTeX XMLCite \textit{W. Zhao} et al., J. Korean Stat. Soc. 42, No. 3, 343--358 (2013; Zbl 1294.62102) Full Text: DOI
Liu, Jicai; Zhang, Riquan; Zhao, Weihua; Lv, Yazhao A robust and efficient estimation method for single index models. (English) Zbl 1280.62048 J. Multivariate Anal. 122, 226-238 (2013). MSC: 62G08 62J12 62G05 62G20 65C60 PDFBibTeX XMLCite \textit{J. Liu} et al., J. Multivariate Anal. 122, 226--238 (2013; Zbl 1280.62048) Full Text: DOI
Zhang, Riquan; Zhao, Weihua; Liu, Jicai Robust estimation and variable selection for semiparametric partially linear varying coefficient model based on modal regression. (English) Zbl 1297.62104 J. Nonparametric Stat. 25, No. 2, 523-544 (2013). MSC: 62G10 62G08 62G35 PDFBibTeX XMLCite \textit{R. Zhang} et al., J. Nonparametric Stat. 25, No. 2, 523--544 (2013; Zbl 1297.62104) Full Text: DOI