Bouzebda, Salim; Khardani, Salah; Slaoui, Yousri Asymptotic normality of the regression mode in the nonparametric random design model for censored data. (English) Zbl 07736132 Commun. Stat., Theory Methods 52, No. 19, 7069-7093 (2023). MSC: 62G05 62G07 62G08 62E20 60F05 60E05 60A10 PDFBibTeX XMLCite \textit{S. Bouzebda} et al., Commun. Stat., Theory Methods 52, No. 19, 7069--7093 (2023; Zbl 07736132) Full Text: DOI
Bouzebda, Salim; Laksaci, Ali; Mohammedi, Mustapha The \(k\)-nearest neighbors method in single index regression model for functional quasi-associated time series data. (English) Zbl 1524.62413 Rev. Mat. Complut. 36, No. 2, 361-391 (2023). MSC: 62M10 62G07 62G08 62G20 62R10 PDFBibTeX XMLCite \textit{S. Bouzebda} et al., Rev. Mat. Complut. 36, No. 2, 361--391 (2023; Zbl 1524.62413) Full Text: DOI
Bouzebda, Salim; Nemouchi, Boutheina Weak-convergence of empirical conditional processes and conditional \(U\)-processes involving functional mixing data. (English) Zbl 07672039 Stat. Inference Stoch. Process. 26, No. 1, 33-88 (2023). MSC: 62G05 62G08 62G20 62G35 62G07 62G32 62G30 62E20 PDFBibTeX XMLCite \textit{S. Bouzebda} and \textit{B. Nemouchi}, Stat. Inference Stoch. Process. 26, No. 1, 33--88 (2023; Zbl 07672039) Full Text: DOI
Litimein, Ouahiba; Laksaci, Ali; Mechab, Boubaker; Bouzebda, Salim Local linear estimate of the functional expectile regression. (English) Zbl 1499.62139 Stat. Probab. Lett. 192, Article ID 109682, 12 p. (2023). MSC: 62G08 62G10 62G35 62G07 62G32 62G30 62H12 62R10 PDFBibTeX XMLCite \textit{O. Litimein} et al., Stat. Probab. Lett. 192, Article ID 109682, 12 p. (2023; Zbl 1499.62139) Full Text: DOI
Bouzebda, Salim; Laksaci, Ali; Mohammedi, Mustapha Single index regression model for functional quasi-associated times series data. (English) Zbl 1516.62047 REVSTAT 20, No. 5, 605-631 (2022). MSC: 62G05 62G08 62L12 62G20 PDFBibTeX XMLCite \textit{S. Bouzebda} et al., REVSTAT 20, No. 5, 605--631 (2022; Zbl 1516.62047) Full Text: DOI
Bouzebda, Salim; Nezzal, Amel Uniform consistency and uniform in number of neighbors consistency for nonparametric regression estimates and conditional \(U\)-statistics involving functional data. (English) Zbl 1499.62125 Jpn. J. Stat. Data Sci. 5, No. 2, 431-533 (2022). MSC: 62G08 62G05 62G20 62G35 62G07 62G32 62G30 62E20 62R10 PDFBibTeX XMLCite \textit{S. Bouzebda} and \textit{A. Nezzal}, Jpn. J. Stat. Data Sci. 5, No. 2, 431--533 (2022; Zbl 1499.62125) Full Text: DOI
Bouzebda, Salim; Chaouch, Mohamed Uniform limit theorems for a class of conditional \(Z\)-estimators when covariates are functions. (English) Zbl 1520.62014 J. Multivariate Anal. 189, Article ID 104872, 21 p. (2022). MSC: 62G08 62G05 62G07 62R10 62G20 60F05 60F17 PDFBibTeX XMLCite \textit{S. Bouzebda} and \textit{M. Chaouch}, J. Multivariate Anal. 189, Article ID 104872, 21 p. (2022; Zbl 1520.62014) Full Text: DOI
Almanjahie, Ibrahim M.; Bouzebda, Salim; Kaid, Zoulikha; Laksaci, Ali Nonparametric estimation of expectile regression in functional dependent data. (English) Zbl 07476221 J. Nonparametric Stat. 34, No. 1, 250-281 (2022). Reviewer: Gilles Stupfler (Angers) MSC: 62G08 62G10 62G35 62G07 62G32 62G30 62H12 62R10 PDFBibTeX XMLCite \textit{I. M. Almanjahie} et al., J. Nonparametric Stat. 34, No. 1, 250--281 (2022; Zbl 07476221) Full Text: DOI
Almanjahie, Ibrahim M.; Bouzebda, Salim; Chikr Elmezouar, Zouaoui; Laksaci, Ali The functional \(k\mathrm{NN}\) estimator of the conditional expectile: uniform consistency in number of neighbors. (English) Zbl 1493.62151 Stat. Risk. Model. 38, No. 3-4, 47-63 (2022). MSC: 62G05 62G08 62G20 62H12 PDFBibTeX XMLCite \textit{I. M. Almanjahie} et al., Stat. Risk. Model. 38, No. 3--4, 47--63 (2022; Zbl 1493.62151) Full Text: DOI
Souddi, Youssouf; Madani, Fethi; Bouzebda, Salim Some characteristics of the conditional set-indexed empirical process involving functional ergodic data. (English) Zbl 1493.62244 Bull. Inst. Math., Acad. Sin. (N.S.) 16, No. 4, 367-399 (2021). MSC: 62G20 62G10 62M15 PDFBibTeX XMLCite \textit{Y. Souddi} et al., Bull. Inst. Math., Acad. Sin. (N.S.) 16, No. 4, 367--399 (2021; Zbl 1493.62244) Full Text: DOI
Bouzebda, Salim; Didi, Sultana Some asymptotic properties of kernel regression estimators of the mode for stationary and ergodic continuous time processes. (English) Zbl 1475.62128 Rev. Mat. Complut. 34, No. 3, 811-852 (2021). MSC: 62G05 62G07 62G08 62E20 60F05 60E05 60A10 PDFBibTeX XMLCite \textit{S. Bouzebda} and \textit{S. Didi}, Rev. Mat. Complut. 34, No. 3, 811--852 (2021; Zbl 1475.62128) Full Text: DOI
Bouzebda, Salim; Elhattab, Issam; Nemouchi, Boutheina On the uniform-in-bandwidth consistency of the general conditional \(U\)-statistics based on the copula representation. (English) Zbl 1472.62067 J. Nonparametric Stat. 33, No. 2, 321-358 (2021). MSC: 62G30 62G07 62H05 62E20 60F05 60F15 PDFBibTeX XMLCite \textit{S. Bouzebda} et al., J. Nonparametric Stat. 33, No. 2, 321--358 (2021; Zbl 1472.62067) Full Text: DOI
Mohammedi, Mustapha; Bouzebda, Salim; Laksaci, Ali The consistency and asymptotic normality of the kernel type expectile regression estimator for functional data. (English) Zbl 1461.62239 J. Multivariate Anal. 181, Article ID 104673, 24 p. (2021). MSC: 62R10 62E20 62G08 62G10 62G20 62M10 62P05 PDFBibTeX XMLCite \textit{M. Mohammedi} et al., J. Multivariate Anal. 181, Article ID 104673, 24 p. (2021; Zbl 1461.62239) Full Text: DOI
Mohammedi, Mustapha; Bouzebda, Salim; Laksaci, Ali On the nonparametric estimation of the functional expectile regression. (Sur l’estimation non-paramétrique dans un modèle de régression expectile fonctionnelle.) (English. French summary) Zbl 1444.62047 C. R., Math., Acad. Sci. Paris 358, No. 3, 267-272 (2020). MSC: 62G07 62G08 62R10 PDFBibTeX XMLCite \textit{M. Mohammedi} et al., C. R., Math., Acad. Sci. Paris 358, No. 3, 267--272 (2020; Zbl 1444.62047) Full Text: DOI
Bouzebda, Salim; Nemouchi, Boutheina Uniform consistency and uniform in bandwidth consistency for nonparametric regression estimates and conditional \(U\)-statistics involving functional data. (English) Zbl 1476.62073 J. Nonparametric Stat. 32, No. 2, 452-509 (2020). Reviewer: Catalin Stoean (Craiova) MSC: 62G08 62G20 62R10 PDFBibTeX XMLCite \textit{S. Bouzebda} and \textit{B. Nemouchi}, J. Nonparametric Stat. 32, No. 2, 452--509 (2020; Zbl 1476.62073) Full Text: DOI
Bouzebda, S.; Chaouch, M.; Laïb, N. Limiting law results for a class of conditional mode estimates for functional stationary ergodic data. (English) Zbl 1365.60014 Math. Methods Stat. 25, No. 3, 168-195 (2016). MSC: 60F05 60F10 62G07 62F05 62H15 60G42 PDFBibTeX XMLCite \textit{S. Bouzebda} et al., Math. Methods Stat. 25, No. 3, 168--195 (2016; Zbl 1365.60014) Full Text: DOI