Wang, Binhuan; Fang, Yixin; Lian, Heng; Liang, Hua Additive partially linear models for massive heterogeneous data. (English) Zbl 1416.62230 Electron. J. Stat. 13, No. 1, 391-431 (2019). Reviewer: Jonas Šiaulys (Vilnius) MSC: 62G08 62J12 62G20 PDFBibTeX XMLCite \textit{B. Wang} et al., Electron. J. Stat. 13, No. 1, 391--431 (2019; Zbl 1416.62230) Full Text: DOI arXiv Euclid
Ma, Shujie; Lian, Heng; Liang, Hua; Carroll, Raymond J. SiAM: a hybrid of single index models and additive models. (English) Zbl 1364.62096 Electron. J. Stat. 11, No. 1, 2397-2423 (2017). MSC: 62G08 62G20 62J02 62F12 PDFBibTeX XMLCite \textit{S. Ma} et al., Electron. J. Stat. 11, No. 1, 2397--2423 (2017; Zbl 1364.62096) Full Text: DOI Euclid
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
Ma, Shujie; Liang, Hua; Tsai, Chih-Ling Partially linear single index models for repeated measurements. (English) Zbl 1292.62060 J. Multivariate Anal. 130, 354-375 (2014). MSC: 62G08 62G10 62G20 62J02 62F12 PDFBibTeX XMLCite \textit{S. Ma} et al., J. Multivariate Anal. 130, 354--375 (2014; Zbl 1292.62060) Full Text: DOI Link
Wang, Li; Xue, Lan; Qu, Annie; Liang, Hua Estimation and model selection in generalized additive partial linear models for correlated data with diverging number of covariates. (English) Zbl 1309.62077 Ann. Stat. 42, No. 2, 592-624 (2014). MSC: 62G08 62G10 62G20 62J02 62F12 PDFBibTeX XMLCite \textit{L. Wang} et al., Ann. Stat. 42, No. 2, 592--624 (2014; Zbl 1309.62077) Full Text: DOI arXiv Euclid