Almanjahie, Ibrahim M.; Alahmari, Wafa Mesfer; Laksaci, Ali; Rachdi, Mustapha Computational aspects of the \(k\)NN local linear smoothing for some conditional models in high dimensional statistics. (English) Zbl 07739056 Commun. Stat., Simulation Comput. 52, No. 7, 2985-3005 (2023). MSC: 62G05 62G07 62G08 62G30 62G32 62G35 62E20 PDFBibTeX XMLCite \textit{I. M. Almanjahie} et al., Commun. Stat., Simulation Comput. 52, No. 7, 2985--3005 (2023; Zbl 07739056) Full Text: DOI
Laksaci, Ali; Kaid, Zoulikha; Alahiane, Mohamed; Ouassou, Idir; Rachdi, Mustapha Non parametric estimations of the conditional density and mode when the regressor and the response are curves. (English) Zbl 07710559 Commun. Stat., Theory Methods 52, No. 13, 4659-4674 (2023). MSC: 62-XX 60-XX PDFBibTeX XMLCite \textit{A. Laksaci} et al., Commun. Stat., Theory Methods 52, No. 13, 4659--4674 (2023; Zbl 07710559) 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
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
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
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
Bouanani, Oussama; Rahmani, Saâdia; Laksaci, Ali; Rachdi, Mustapha Asymptotic normality of conditional mode estimation for functional dependent data. (English) Zbl 1447.62136 Indian J. Pure Appl. Math. 51, No. 2, 465-481 (2020). MSC: 62R10 62G05 62G08 62G20 PDFBibTeX XMLCite \textit{O. Bouanani} et al., Indian J. Pure Appl. Math. 51, No. 2, 465--481 (2020; Zbl 1447.62136) Full Text: DOI
Derrar, Saliha; Laksaci, Ali; Saïd, Elias Ould \(M\)-estimation of the regression function under random left truncation and functional time series model. (English) Zbl 1461.62238 Stat. Pap. 61, No. 3, 1181-1202 (2020). MSC: 62R10 62M10 62M20 62F12 62F35 PDFBibTeX XMLCite \textit{S. Derrar} et al., Stat. Pap. 61, No. 3, 1181--1202 (2020; Zbl 1461.62238) Full Text: DOI
Chikr-Elmezouar, Zouaoui; Almanjahie, Ibrahim M.; Laksaci, Ali; Rachdi, Mustapha FDA: strong consistency of the \(k\)NN local linear estimation of the functional conditional density and mode. (English) Zbl 1409.62088 J. Nonparametric Stat. 31, No. 1, 175-195 (2019). MSC: 62G08 62G07 62G20 PDFBibTeX XMLCite \textit{Z. Chikr-Elmezouar} et al., J. Nonparametric Stat. 31, No. 1, 175--195 (2019; Zbl 1409.62088) Full Text: DOI
Chahad, Abdelkader; Ait-Hennani, Larbi; Laksaci, Ali Functional local linear estimate for functional relative-error regression. (English) Zbl 1419.62082 J. Stat. Theory Pract. 11, No. 4, 771-789 (2017). MSC: 62G08 62G07 62M10 62G20 PDFBibTeX XMLCite \textit{A. Chahad} et al., J. Stat. Theory Pract. 11, No. 4, 771--789 (2017; Zbl 1419.62082) Full Text: DOI
Attouch, Mohammed; Laksaci, Ali; Messabihi, Nafissa Nonparametric relative error regression for spatial random variables. (English) Zbl 1383.62107 Stat. Pap. 58, No. 4, 987-1008 (2017). Reviewer: Michael Falk (Würzburg) MSC: 62G08 62G20 62M30 62M40 62G15 PDFBibTeX XMLCite \textit{M. Attouch} et al., Stat. Pap. 58, No. 4, 987--1008 (2017; Zbl 1383.62107) Full Text: DOI
Mechab, Wardia; Laksaci, Ali Nonparametric relative regression for associated random variables. (English) Zbl 1346.62081 Metron 74, No. 1, 75-97 (2016). MSC: 62G08 62G07 62G20 PDFBibTeX XMLCite \textit{W. Mechab} and \textit{A. Laksaci}, Metron 74, No. 1, 75--97 (2016; Zbl 1346.62081) Full Text: DOI
Derrar, Saliha; Laksaci, Ali; Saïd, Elias Ould On the nonparametric estimation of the functional \(\psi\)-regression for a random left-truncation model. (English) Zbl 1442.62102 J. Stat. Theory Pract. 9, No. 4, 823-849 (2015). MSC: 62G20 62R10 62G05 62G15 62G07 PDFBibTeX XMLCite \textit{S. Derrar} et al., J. Stat. Theory Pract. 9, No. 4, 823--849 (2015; Zbl 1442.62102) Full Text: DOI
Laksaci, Ali; Mechab, Boubaker Conditional hazard estimate for functional random fields. (English) Zbl 1423.62026 J. Stat. Theory Pract. 8, No. 2, 192-220 (2014). MSC: 62G07 62G20 62M30 PDFBibTeX XMLCite \textit{A. Laksaci} and \textit{B. Mechab}, J. Stat. Theory Pract. 8, No. 2, 192--220 (2014; Zbl 1423.62026) Full Text: DOI
Laksaci, Ali; Madani, Fethi; Rachdi, Mustapha Kernel conditional density estimation when the regressor is valued in a semi-metric space. (English) Zbl 1462.62214 Commun. Stat., Theory Methods 42, No. 19, 3544-3570 (2013). MSC: 62G05 62G07 62G08 62G35 62G20 PDFBibTeX XMLCite \textit{A. Laksaci} et al., Commun. Stat., Theory Methods 42, No. 19, 3544--3570 (2013; Zbl 1462.62214) Full Text: DOI
Gheriballah, Abdelkader; Laksaci, Ali; Sekkal, Soumeya Nonparametric \(M\)-regression for functional ergodic data. (English) Zbl 1489.62127 Stat. Probab. Lett. 83, No. 3, 902-908 (2013). MSC: 62G08 37A30 60G10 62G20 62G35 62R10 PDFBibTeX XMLCite \textit{A. Gheriballah} et al., Stat. Probab. Lett. 83, No. 3, 902--908 (2013; Zbl 1489.62127) Full Text: DOI
Dabo-Niang, Sophie; Kaid, Zoulikha; Laksaci, Ali Spatial conditional quantile regression: weak consistency of a kernel estimate. (English) Zbl 1313.62059 Rev. Roum. Math. Pures Appl. 57, No. 4, 311-339 (2012). Reviewer: Tomas Cipra (Praha) MSC: 62G08 62G07 62G20 62M30 60G10 PDFBibTeX XMLCite \textit{S. Dabo-Niang} et al., Rev. Roum. Math. Pures Appl. 57, No. 4, 311--339 (2012; Zbl 1313.62059)
Attouch, Mohammed Kadi; Laksaci, Ali; Ould Saïd, Elias Robust regression for functional time series data. (English) Zbl 06229380 J. Jpn. Stat. Soc. 42, No. 2, 125-143 (2012). MSC: 62-XX PDFBibTeX XMLCite \textit{M. K. Attouch} et al., J. Jpn. Stat. Soc. 42, No. 2, 125--143 (2012; Zbl 06229380) Full Text: DOI Link
Dabo-Niang, Sophie; Laksaci, Ali Nonparametric quantile regression estimation for functional dependent data. (English) Zbl 1319.62086 Commun. Stat., Theory Methods 41, No. 7-9, 1254-1268 (2012). MSC: 62G08 62G05 62G20 62P12 PDFBibTeX XMLCite \textit{S. Dabo-Niang} and \textit{A. Laksaci}, Commun. Stat., Theory Methods 41, No. 7--9, 1254--1268 (2012; Zbl 1319.62086) Full Text: DOI
Ferraty, Frédéric; Laksaci, Ali; Tadj, Amel; Vieu, Philippe Nonparametric regression for functional response and functional regressor under dependance. (Estimation de la fonction de régression pour variable explicative et réponse fonctionnelles dépendantes.) (French. Abridged English version) Zbl 1336.62115 C. R., Math., Acad. Sci. Paris 350, No. 13-14, 717-720 (2012). MSC: 62G05 62G08 PDFBibTeX XMLCite \textit{F. Ferraty} et al., C. R., Math., Acad. Sci. Paris 350, No. 13--14, 717--720 (2012; Zbl 1336.62115) Full Text: DOI
Ferraty, Frédéric; Laksaci, Ali; Tadj, Amel; Vieu, Philippe Kernel regression with functional response. (English) Zbl 1274.62281 Electron. J. Stat. 5, 159-171 (2011). MSC: 62G08 PDFBibTeX XMLCite \textit{F. Ferraty} et al., Electron. J. Stat. 5, 159--171 (2011; Zbl 1274.62281) Full Text: DOI Euclid
Attouch, Mohammed; Laksaci, Ali; Ould Saïd, Elias Asymptotic normality of a robust estimator of the regression function for functional time series data. (English) Zbl 1294.62111 J. Korean Stat. Soc. 39, No. 4, 489-500 (2010). MSC: 62G35 62M10 PDFBibTeX XMLCite \textit{M. Attouch} et al., J. Korean Stat. Soc. 39, No. 4, 489--500 (2010; Zbl 1294.62111) Full Text: DOI
Gheriballah, Abdelkader; Laksaci, Ali; Rouane, Rachida Robust nonparametric estimation for spatial regression. (English) Zbl 1184.62064 J. Stat. Plann. Inference 140, No. 7, 1656-1670 (2010). MSC: 62G08 62G35 62M30 62M40 PDFBibTeX XMLCite \textit{A. Gheriballah} et al., J. Stat. Plann. Inference 140, No. 7, 1656--1670 (2010; Zbl 1184.62064) Full Text: DOI
Ferraty, Frédéric; Laksaci, Ali; Tadj, Amel; Vieu, Philippe Rate of uniform consistency for nonparametric estimates with functional variables. (English) Zbl 1177.62044 J. Stat. Plann. Inference 140, No. 2, 335-352 (2010). MSC: 62G07 62G08 62G20 PDFBibTeX XMLCite \textit{F. Ferraty} et al., J. Stat. Plann. Inference 140, No. 2, 335--352 (2010; Zbl 1177.62044) Full Text: DOI
Attouch, Mohammed; Laksaci, Ali; Ould-Saïd, Elias Asymptotic distribution of robust estimator for functional nonparametric models. (English) Zbl 1167.62032 Commun. Stat., Theory Methods 38, No. 8, 1317-1335 (2009). MSC: 62G08 62G20 62G35 62G05 65C60 PDFBibTeX XMLCite \textit{M. Attouch} et al., Commun. Stat., Theory Methods 38, No. 8, 1317--1335 (2009; Zbl 1167.62032) Full Text: DOI
Ferraty, Frédéric; Laksaci, Ali; Vieu, Philippe Estimating some characteristics of the conditional distribution in nonparametric functional models. (English) Zbl 1117.62030 Stat. Inference Stoch. Process. 9, No. 1, 47-76 (2006). MSC: 62G07 62G20 62M05 62M09 PDFBibTeX XMLCite \textit{F. Ferraty} et al., Stat. Inference Stoch. Process. 9, No. 1, 47--76 (2006; Zbl 1117.62030) Full Text: DOI