Gijbels, I.; Verhasselt, A.; Vrinssen, I. Consistency and robustness properties of the S-nonnegative garrote estimator. (English) Zbl 1422.62172 Statistics 51, No. 4, 921-947 (2017). MSC: 62G35 62G07 62J12 PDFBibTeX XMLCite \textit{I. Gijbels} et al., Statistics 51, No. 4, 921--947 (2017; Zbl 1422.62172) Full Text: DOI Link
Gijbels, I.; Prosdocimi, I. Flexible mean and dispersion function estimation in extended generalized additive models. (English) Zbl 1296.62072 Commun. Stat., Theory Methods 41, No. 16-17, 3259-3277 (2012). MSC: 62G05 62G08 62J12 PDFBibTeX XMLCite \textit{I. Gijbels} and \textit{I. Prosdocimi}, Commun. Stat., Theory Methods 41, No. 16--17, 3259--3277 (2012; Zbl 1296.62072) Full Text: DOI Link
Croux, Christophe; Gijbels, Irène; Prosdocimi, Ilaria Robust estimation of mean and dispersion functions in extended generalized additive models. (English) Zbl 1241.62108 Biometrics 68, No. 1, 31-44 (2012). MSC: 62J12 62H12 62G08 62G35 62G05 65C60 PDFBibTeX XMLCite \textit{C. Croux} et al., Biometrics 68, No. 1, 31--44 (2012; Zbl 1241.62108) Full Text: DOI Link
Gijbels, Irene; Prosdocimi, I. Smooth estimation of mean and dispersion function in extended generalized additive models with application to Italian induced abortion data. (English) Zbl 1514.62337 J. Appl. Stat. 38, No. 11, 2391-2411 (2011). MSC: 62P25 62J12 62G08 PDFBibTeX XMLCite \textit{I. Gijbels} and \textit{I. Prosdocimi}, J. Appl. Stat. 38, No. 11, 2391--2411 (2011; Zbl 1514.62337) Full Text: DOI
Antoniadis, Anestis; Gijbels, Irène; Nikolova, Mila Penalized likelihood regression for generalized linear models with non-quadratic penalties. (English) Zbl 1333.62113 Ann. Inst. Stat. Math. 63, No. 3, 585-615 (2011). MSC: 62G08 62J07 62J12 62P10 PDFBibTeX XMLCite \textit{A. Antoniadis} et al., Ann. Inst. Stat. Math. 63, No. 3, 585--615 (2011; Zbl 1333.62113) Full Text: DOI
Gijbels, I.; Prosdocimi, I.; Claeskens, G. Nonparametric estimation of mean and dispersion functions in extended generalized linear models. (English) Zbl 1203.62066 Test 19, No. 3, 580-608 (2010). MSC: 62G08 62J12 65C60 62G05 PDFBibTeX XMLCite \textit{I. Gijbels} et al., Test 19, No. 3, 580--608 (2010; Zbl 1203.62066) Full Text: DOI
Gijbels, Irène; Verhasselt, Anneleen Regularisation and P-splines in generalised linear models. (English) Zbl 1189.62067 J. Nonparametric Stat. 22, No. 3, 271-295 (2010). MSC: 62G08 62J12 65D07 65C60 PDFBibTeX XMLCite \textit{I. Gijbels} and \textit{A. Verhasselt}, J. Nonparametric Stat. 22, No. 3, 271--295 (2010; Zbl 1189.62067) Full Text: DOI
Fan, Jianqing; Farmen, Mark; Gijbels, Irène Local maximum likelihood estimation and inference. (English) Zbl 0909.62036 J. R. Stat. Soc., Ser. B, Stat. Methodol. 60, No. 3, 591-608 (1998). MSC: 62G07 62J12 PDFBibTeX XMLCite \textit{J. Fan} et al., J. R. Stat. Soc., Ser. B, Stat. Methodol. 60, No. 3, 591--608 (1998; Zbl 0909.62036) Full Text: DOI Link
Carroll, R. J.; Fan, Jianqing; Gijbels, Irène; Wand, M. P. Generalized partially linear single-index models. (English) Zbl 0890.62053 J. Am. Stat. Assoc. 92, No. 438, 477-489 (1997). MSC: 62J12 62G07 62G20 62E20 PDFBibTeX XMLCite \textit{R. J. Carroll} et al., J. Am. Stat. Assoc. 92, No. 438, 477--489 (1997; Zbl 0890.62053) Full Text: DOI