Kalogridis, Ioannis; Claeskens, Gerda; Van Aelst, Stefan Robust and efficient estimation of nonparametric generalized linear models. (English) Zbl 07776689 Test 32, No. 3, 1055-1078 (2023). MSC: 62G08 62R20 62G35 PDFBibTeX XMLCite \textit{I. Kalogridis} et al., Test 32, No. 3, 1055--1078 (2023; Zbl 07776689) Full Text: DOI arXiv
Kalogridis, Ioannis; Van Aelst, Stefan Robust penalized estimators for functional linear regression. (English) Zbl 1520.62024 J. Multivariate Anal. 194, Article ID 105104, 18 p. (2023). MSC: 62G08 62J05 62G35 62G20 62R10 PDFBibTeX XMLCite \textit{I. Kalogridis} and \textit{S. Van Aelst}, J. Multivariate Anal. 194, Article ID 105104, 18 p. (2023; Zbl 1520.62024) Full Text: DOI arXiv
Kalogridis, Ioannis; Van Aelst, Stefan \(M\)-type penalized splines with auxiliary scale estimation. (English) Zbl 1460.62052 J. Stat. Plann. Inference 212, 97-113 (2021). MSC: 62G08 62G20 62G35 PDFBibTeX XMLCite \textit{I. Kalogridis} and \textit{S. Van Aelst}, J. Stat. Plann. Inference 212, 97--113 (2021; Zbl 1460.62052) Full Text: DOI arXiv
Clairon, Quentin; Brunel, Nicolas J.-B. Optimal control and additive perturbations help in estimating ill-posed and uncertain dynamical systems. (English) Zbl 1402.62031 J. Am. Stat. Assoc. 113, No. 523, 1195-1209 (2018). MSC: 62F10 62G05 65Lxx PDFBibTeX XMLCite \textit{Q. Clairon} and \textit{N. J. B. Brunel}, J. Am. Stat. Assoc. 113, No. 523, 1195--1209 (2018; Zbl 1402.62031) Full Text: DOI
Zhang, Yuankun; Lian, Heng; Yu, Yan Estimation and variable selection for quantile partially linear single-index models. (English) Zbl 1403.62069 J. Multivariate Anal. 162, 215-234 (2017). MSC: 62G08 62G20 62P20 PDFBibTeX XMLCite \textit{Y. Zhang} et al., J. Multivariate Anal. 162, 215--234 (2017; Zbl 1403.62069) Full Text: DOI
Chen, Huaihou; Wang, Yuanjia; Paik, Myunghee Cho; Choi, H. Alex A marginal approach to reduced-rank penalized spline smoothing with application to multilevel functional data. (English) Zbl 1288.62155 J. Am. Stat. Assoc. 108, No. 504, 1216-1229 (2013). MSC: 62P10 62H20 92C50 65C60 PDFBibTeX XMLCite \textit{H. Chen} et al., J. Am. Stat. Assoc. 108, No. 504, 1216--1229 (2013; Zbl 1288.62155) Full Text: DOI Link
Ruppert, David; Wand, M. P.; Carroll, Raymond J. Semiparametric regression during 2003–2007. (English) Zbl 1326.62094 Electron. J. Stat. 3, 1193-1256 (2009). MSC: 62G08 62G05 62J12 62F15 62G20 65C60 62-02 PDFBibTeX XMLCite \textit{D. Ruppert} et al., Electron. J. Stat. 3, 1193--1256 (2009; Zbl 1326.62094) Full Text: DOI Euclid
Yao, Fang; Lee, Thomas C. M. Penalized spline models for functional principal component analysis. (English) Zbl 1141.62050 J. R. Stat. Soc., Ser. B, Stat. Methodol. 68, No. 1, 3-25 (2006). MSC: 62H25 65C60 62G08 65D07 PDFBibTeX XMLCite \textit{F. Yao} and \textit{T. C. M. Lee}, J. R. Stat. Soc., Ser. B, Stat. Methodol. 68, No. 1, 3--25 (2006; Zbl 1141.62050) Full Text: DOI
Crainiceanu, Ciprian M.; Ruppert, David Restricted likelihood ratio tests in nonparametric longitudinal models. (English) Zbl 1073.62041 Stat. Sin. 14, No. 3, 713-729 (2004). MSC: 62G10 62G08 62G09 PDFBibTeX XMLCite \textit{C. M. Crainiceanu} and \textit{D. Ruppert}, Stat. Sin. 14, No. 3, 713--729 (2004; Zbl 1073.62041)