Huang, Hailin; Shangguan, Jizi; Li, Yuanzhang; Liang, Hua Bi-level variable selection in high-dimensional Tobit models. (English) Zbl 07161106 Stat. Interface 13, No. 2, 151-156 (2020). MSC: 62-XX PDFBibTeX XMLCite \textit{H. Huang} et al., Stat. Interface 13, No. 2, 151--156 (2020; Zbl 07161106) Full Text: DOI
Zhang, Jun; Feng, Zhenghui; Xu, Peirong; Liang, Hua Generalized varying coefficient partially linear measurement errors models. (English) Zbl 1398.62200 Ann. Inst. Stat. Math. 69, No. 1, 97-120 (2017). MSC: 62J12 62G08 62G10 62G20 PDFBibTeX XMLCite \textit{J. Zhang} et al., Ann. Inst. Stat. Math. 69, No. 1, 97--120 (2017; Zbl 1398.62200) Full Text: DOI
Chen, Tian; Ma, Shujie; Kobie, James; Rosenberg, Alexander; Sanz, Ignacio; Liang, Hua Identification of significant B cell associations with undetected observations using a Tobit model. (English) Zbl 1388.62315 Stat. Interface 9, No. 1, 79-91 (2016). MSC: 62P10 62J07 62J12 62F15 PDFBibTeX XMLCite \textit{T. Chen} et al., Stat. Interface 9, No. 1, 79--91 (2016; Zbl 1388.62315) Full Text: DOI
Lian, Heng; Liang, Hua; Ruppert, David Separation of covariates into nonparametric and parametric parts in high-dimensional partially linear additive models. (English) Zbl 06503812 Stat. Sin. 25, No. 2, 591-607 (2015). MSC: 62-XX PDFBibTeX XMLCite \textit{H. Lian} et al., Stat. Sin. 25, No. 2, 591--607 (2015; Zbl 06503812) Full Text: DOI
Ma, Shujie; Carroll, Raymond J.; Liang, Hua; Xu, Shizhong Estimation and inference in generalized additive coefficient models for nonlinear interactions with high-dimensional covariates. (English) Zbl 1323.62033 Ann. Stat. 43, No. 5, 2102-2131 (2015). MSC: 62G08 62G10 62G20 62J02 62J12 62F12 62P10 92D10 PDFBibTeX XMLCite \textit{S. Ma} et al., Ann. Stat. 43, No. 5, 2102--2131 (2015; Zbl 1323.62033) Full Text: DOI arXiv Euclid
Wu, Hulin; Lu, Tao; Xue, Hongqi; Liang, Hua Sparse additive ordinary differential equations for dynamic gene regulatory network modeling. (English) Zbl 1367.62221 J. Am. Stat. Assoc. 109, No. 506, 700-716 (2014). MSC: 62J07 62G05 62G20 62P10 PDFBibTeX XMLCite \textit{H. Wu} et al., J. Am. Stat. Assoc. 109, No. 506, 700--716 (2014; Zbl 1367.62221) Full Text: DOI Link
Du, Pang; Wu, Pan; Liang, Hua Variable selection for ultra-high-dimensional logistic models. (English) Zbl 1325.62087 Ahmed, Syed Ejaz (ed.), Perspectives on big data analysis: methodologies and applications. International workshop on perspectives on high-dimensional data analysis II, Centre de Recherches Mathématiques, Université de Montréal, Montréal, Canada, May 30 – June 1, 2012. Proceedings. Providence, RI: American Mathematical Society (AMS); Montreal: Centre de Recherches Mathématiques (CRM) (ISBN 978-1-4704-1042-1/pbk; 978-1-4704-1887-8/ebook). Contemporary Mathematics 622. Centre de Recherches Mathématiques Proceedings, 141-158 (2014). MSC: 62G08 62J07 62J12 62P10 PDFBibTeX XMLCite \textit{P. Du} et al., Contemp. Math. 622, 141--158 (2014; Zbl 1325.62087)
Wang, Li; Liu, Xiang; Liang, Hua; Carroll, Raymond J. Estimation and variable selection for generalized additive partial linear models. (English) Zbl 1227.62053 Ann. Stat. 39, No. 4, 1827-1851 (2011). MSC: 62J12 62G08 62G20 62G07 65D10 65C05 PDFBibTeX XMLCite \textit{L. Wang} et al., Ann. Stat. 39, No. 4, 1827--1851 (2011; Zbl 1227.62053) Full Text: DOI arXiv
Liu, Xiang; Wang, Li; Liang, Hua Estimation and variable selection for semiparametric additive partial linear models. (English) Zbl 1223.62020 Stat. Sin. 21, No. 3, 1225-1248 (2011). MSC: 62G05 62G08 62J02 62G20 65C60 62H12 62P10 PDFBibTeX XMLCite \textit{X. Liu} et al., Stat. Sin. 21, No. 3, 1225--1248 (2011; Zbl 1223.62020) Full Text: DOI Link