Xiong, Xianzhu; Li, Rui; Lian, Heng On nonparametric randomized sketches for kernels with further smoothness. (English) Zbl 1458.62147 Stat. Probab. Lett. 153, 139-142 (2019). MSC: 62G08 62J07 62C20 46E22 PDFBibTeX XMLCite \textit{X. Xiong} et al., Stat. Probab. Lett. 153, 139--142 (2019; Zbl 1458.62147) Full Text: DOI
Zhao, Weihua; Lian, Heng Local asymptotics for nonparametric quantile regression with regression splines. (English) Zbl 1398.62103 Stat. Probab. Lett. 117, 209-215 (2016). MSC: 62G08 62G15 62G20 PDFBibTeX XMLCite \textit{W. Zhao} and \textit{H. Lian}, Stat. Probab. Lett. 117, 209--215 (2016; Zbl 1398.62103) Full Text: DOI
Lai, Peng; Zhang, Qingzhao; Lian, Heng; Wang, Qihua Efficient estimation for the heteroscedastic single-index varying coefficient models. (English) Zbl 1383.62088 Stat. Probab. Lett. 110, 84-93 (2016). MSC: 62G05 62J12 62G20 PDFBibTeX XMLCite \textit{P. Lai} et al., Stat. Probab. Lett. 110, 84--93 (2016; Zbl 1383.62088) Full Text: DOI
Lai, Peng; Meng, Jie; Lian, Heng Polynomial spline approach for variable selection and estimation in varying coefficient models for time series data. (English) Zbl 1314.65013 Stat. Probab. Lett. 96, 21-27 (2015). MSC: 65C60 62M10 PDFBibTeX XMLCite \textit{P. Lai} et al., Stat. Probab. Lett. 96, 21--27 (2015; Zbl 1314.65013) Full Text: DOI
Lai, Peng; Li, Gaorong; Lian, Heng Semiparametric estimation of fixed effects panel data single-index model. (English) Zbl 1278.62048 Stat. Probab. Lett. 83, No. 6, 1595-1602 (2013). MSC: 62G05 65C60 PDFBibTeX XMLCite \textit{P. Lai} et al., Stat. Probab. Lett. 83, No. 6, 1595--1602 (2013; Zbl 1278.62048) Full Text: DOI
Hu, Yuao; Lian, Heng Variable selection in a partially linear proportional hazards model with a diverging dimensionality. (English) Zbl 1489.62307 Stat. Probab. Lett. 83, No. 1, 61-69 (2013). MSC: 62N02 62G05 62F12 62J07 PDFBibTeX XMLCite \textit{Y. Hu} and \textit{H. Lian}, Stat. Probab. Lett. 83, No. 1, 61--69 (2013; Zbl 1489.62307) Full Text: DOI
Lian, Heng A note on the consistency of Schwarz’s criterion in linear quantile regression with the SCAD penalty. (English) Zbl 1456.62144 Stat. Probab. Lett. 82, No. 7, 1224-1228 (2012). MSC: 62J05 62G08 PDFBibTeX XMLCite \textit{H. Lian}, Stat. Probab. Lett. 82, No. 7, 1224--1228 (2012; Zbl 1456.62144) Full Text: DOI
Lian, Heng Shrinkage estimation for identification of linear components in additive models. (English) Zbl 1237.62048 Stat. Probab. Lett. 82, No. 2, 225-231 (2012). MSC: 62G08 62J99 65D07 62G20 62J05 PDFBibTeX XMLCite \textit{H. Lian}, Stat. Probab. Lett. 82, No. 2, 225--231 (2012; Zbl 1237.62048) Full Text: DOI
Wang, Lichun; Lian, Heng; Singh, Radhey S. On efficient estimators of two seemingly unrelated regressions. (English) Zbl 1209.62139 Stat. Probab. Lett. 81, No. 5, 563-570 (2011). MSC: 62H12 62J05 PDFBibTeX XMLCite \textit{L. Wang} et al., Stat. Probab. Lett. 81, No. 5, 563--570 (2011; Zbl 1209.62139) Full Text: DOI
Lian, Heng Cross-validation for comparing multiple density estimation procedures. (English) Zbl 1169.62026 Stat. Probab. Lett. 79, No. 1, 112-115 (2009). MSC: 62G07 62G20 PDFBibTeX XMLCite \textit{H. Lian}, Stat. Probab. Lett. 79, No. 1, 112--115 (2009; Zbl 1169.62026) Full Text: DOI arXiv
Lian, Heng Consistency of Bayesian estimation of a step function. (English) Zbl 1109.62024 Stat. Probab. Lett. 77, No. 1, 19-24 (2007). MSC: 62F15 62G05 PDFBibTeX XMLCite \textit{H. Lian}, Stat. Probab. Lett. 77, No. 1, 19--24 (2007; Zbl 1109.62024) Full Text: DOI