Chen, Yan; Fang, Shuixin; Lin, Lu Renewable composite quantile method and algorithm for nonparametric models with streaming data. (English) Zbl 07800679 Stat. Comput. 34, No. 1, Paper No. 43, 24 p. (2024). MSC: 62-08 62G08 PDFBibTeX XMLCite \textit{Y. Chen} et al., Stat. Comput. 34, No. 1, Paper No. 43, 24 p. (2024; Zbl 07800679) Full Text: DOI arXiv
Lin, Lu; Li, Feng Global debiased DC estimations for biased estimators via pro forma regression. (English) Zbl 1520.62028 Test 32, No. 2, 726-758 (2023). MSC: 62G08 62G20 62J07 PDFBibTeX XMLCite \textit{L. Lin} and \textit{F. Li}, Test 32, No. 2, 726--758 (2023; Zbl 1520.62028) Full Text: DOI
Zhang, Qi; Wang, Kai-Ping; Li, De-Li; Lin, Lu GMM and misspecification correction for misspecified models with diverging number of parameters. (English) Zbl 1452.62212 Acta Math. Appl. Sin., Engl. Ser. 35, No. 4, 780-797 (2019). Reviewer: Kazuho Watanabe (Toyohashi) MSC: 62F10 62F12 62G05 62G20 PDFBibTeX XMLCite \textit{Q. Zhang} et al., Acta Math. Appl. Sin., Engl. Ser. 35, No. 4, 780--797 (2019; Zbl 1452.62212) Full Text: DOI
Wang, Kangning; Lin, Lu Robust and efficient estimator for simultaneous model structure identification and variable selection in generalized partial linear varying coefficient models with longitudinal data. (English) Zbl 1432.62113 Stat. Pap. 60, No. 5, 1649-1676 (2019). MSC: 62G08 62J05 62G35 PDFBibTeX XMLCite \textit{K. Wang} and \textit{L. Lin}, Stat. Pap. 60, No. 5, 1649--1676 (2019; Zbl 1432.62113) Full Text: DOI
Wang, WenWu; Yu, Ping; Lin, Lu; Tong, Tiejun Robust estimation of derivatives using locally weighted least absolute deviation regression. (English) Zbl 1489.62131 J. Mach. Learn. Res. 20, Paper No. 60, 49 p. (2019). MSC: 62G08 62G05 62G35 62P20 PDFBibTeX XMLCite \textit{W. Wang} et al., J. Mach. Learn. Res. 20, Paper No. 60, 49 p. (2019; Zbl 1489.62131) Full Text: Link
Liu, Lili; Lin, Lu Subgroup analysis for heterogeneous additive partially linear models and its application to car sales data. (English) Zbl 1507.62114 Comput. Stat. Data Anal. 138, 239-259 (2019). MSC: 62-08 62G08 62G05 62G20 62P20 PDFBibTeX XMLCite \textit{L. Liu} and \textit{L. Lin}, Comput. Stat. Data Anal. 138, 239--259 (2019; Zbl 1507.62114) Full Text: DOI
Wang, Kangning; Li, Shaomin; Sun, Xiaofei; Lin, Lu Modal regression statistical inference for longitudinal data semivarying coefficient models: generalized estimating equations, empirical likelihood and variable selection. (English) Zbl 1507.62175 Comput. Stat. Data Anal. 133, 257-276 (2019). MSC: 62-08 62G08 62G05 PDFBibTeX XMLCite \textit{K. Wang} et al., Comput. Stat. Data Anal. 133, 257--276 (2019; Zbl 1507.62175) Full Text: DOI
Sun, Xiaofei; Wang, Kangning; Lin, Lu Robust adaptive model selection and estimation for partial linear varying coefficient models in rank regression. (English) Zbl 1390.62050 J. Korean Stat. Soc. 47, No. 1, 54-65 (2018). MSC: 62G05 62G35 62J02 62E20 PDFBibTeX XMLCite \textit{X. Sun} et al., J. Korean Stat. Soc. 47, No. 1, 54--65 (2018; Zbl 1390.62050) Full Text: DOI
Wang, WenWu; Lin, Lu; Yu, Li Optimal variance estimation based on lagged second-order difference in nonparametric regression. (English) Zbl 1417.62099 Comput. Stat. 32, No. 3, 1047-1063 (2017). MSC: 62G08 62G05 62G20 PDFBibTeX XMLCite \textit{W. Wang} et al., Comput. Stat. 32, No. 3, 1047--1063 (2017; Zbl 1417.62099) Full Text: DOI
Song, Yunquan; Lin, Lu; Jian, Ling Robust check loss-based variable selection of high-dimensional single-index varying-coefficient model. (English) Zbl 1470.62116 Commun. Nonlinear Sci. Numer. Simul. 36, 109-128 (2016). MSC: 62J12 62F12 62G20 PDFBibTeX XMLCite \textit{Y. Song} et al., Commun. Nonlinear Sci. Numer. Simul. 36, 109--128 (2016; Zbl 1470.62116) Full Text: DOI
Song, Yunquan; Jian, Ling; Lin, Lu Robust exponential squared loss-based variable selection for high-dimensional single-index varying-coefficient model. (English) Zbl 1346.62083 J. Comput. Appl. Math. 308, 330-345 (2016). MSC: 62G08 62H99 PDFBibTeX XMLCite \textit{Y. Song} et al., J. Comput. Appl. Math. 308, 330--345 (2016; Zbl 1346.62083) Full Text: DOI
Wang, Kangning; Lin, Lu Robust structure identification and variable selection in partial linear varying coefficient models. (English) Zbl 1338.62098 J. Stat. Plann. Inference 174, 153-168 (2016). MSC: 62G05 62G08 62G35 62E20 62J02 PDFBibTeX XMLCite \textit{K. Wang} and \textit{L. Lin}, J. Stat. Plann. Inference 174, 153--168 (2016; Zbl 1338.62098) Full Text: DOI
Wang, Kangning; Lin, Lu Simultaneous structure estimation and variable selection in partial linear varying coefficient models for longitudinal data. (English) Zbl 1457.62120 J. Stat. Comput. Simulation 85, No. 7, 1459-1473 (2015). MSC: 62G08 62G05 62G20 PDFBibTeX XMLCite \textit{K. Wang} and \textit{L. Lin}, J. Stat. Comput. Simulation 85, No. 7, 1459--1473 (2015; Zbl 1457.62120) Full Text: DOI
Wang, Kangning; Lin, Lu Variable selection in semiparametric quantile modeling for longitudinal data. (English) Zbl 1329.62178 Commun. Stat., Theory Methods 44, No. 11, 2243-2266 (2015). MSC: 62G05 62E20 62J02 PDFBibTeX XMLCite \textit{K. Wang} and \textit{L. Lin}, Commun. Stat., Theory Methods 44, No. 11, 2243--2266 (2015; Zbl 1329.62178) Full Text: DOI
Zhu, Xuehu; Guo, Xu; Lin, Lu; Zhu, Lixing Heteroscedasticity checks for single index models. (English) Zbl 1308.62088 J. Multivariate Anal. 136, 41-55 (2015). MSC: 62G08 62G10 PDFBibTeX XMLCite \textit{X. Zhu} et al., J. Multivariate Anal. 136, 41--55 (2015; Zbl 1308.62088) Full Text: DOI
Wang, Kangning; Lin, Lu Variable selection in robust semiparametric modeling for longitudinal data. (English) Zbl 1306.62065 J. Korean Stat. Soc. 43, No. 2, 303-314 (2014). MSC: 62F07 62G05 62G35 62E20 PDFBibTeX XMLCite \textit{K. Wang} and \textit{L. Lin}, J. Korean Stat. Soc. 43, No. 2, 303--314 (2014; Zbl 1306.62065) Full Text: DOI
Lin, Lu; Zhang, Qi; Li, Feng; Cui, Xia Simulation-based two-stage estimation for multiple nonparametric regression. (English) Zbl 1328.62215 Comput. Stat. Data Anal. 55, No. 3, 1367-1378 (2011). MSC: 62G05 PDFBibTeX XMLCite \textit{L. Lin} et al., Comput. Stat. Data Anal. 55, No. 3, 1367--1378 (2011; Zbl 1328.62215) Full Text: DOI
Lin, Lu; Cui, Xia Stahel-Donoho kernel estimation for fixed design nonparametric regression models. (English) Zbl 1106.62040 Sci. China, Ser. A 49, No. 12, 1879-1896 (2006). MSC: 62G08 62G20 65C60 62G07 PDFBibTeX XMLCite \textit{L. Lin} and \textit{X. Cui}, Sci. China, Ser. A 49, No. 12, 1879--1896 (2006; Zbl 1106.62040) Full Text: DOI