Mourtada, Jaouad; Rosasco, Lorenzo An elementary analysis of ridge regression with random design. (English) Zbl 07600072 C. R., Math., Acad. Sci. Paris 360, 1055-1063 (2022). MSC: 62J07 62G08 60B20 PDFBibTeX XMLCite \textit{J. Mourtada} and \textit{L. Rosasco}, C. R., Math., Acad. Sci. Paris 360, 1055--1063 (2022; Zbl 07600072) Full Text: DOI arXiv
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
Djerfi, Kouider; Madani, Fethi; Ouassou, Idir Admissibility results under some balanced loss functions for a functional regression model. (Résultats d’admissibilité dans une classe de fonctions de perte équilibrées dans un modèle de régression fonctionnelle.) (English. French summary) Zbl 1434.62043 C. R., Math., Acad. Sci. Paris 357, No. 11-12, 912-916 (2019). MSC: 62G07 62G08 62H12 PDFBibTeX XMLCite \textit{K. Djerfi} et al., C. R., Math., Acad. Sci. Paris 357, No. 11--12, 912--916 (2019; Zbl 1434.62043) Full Text: DOI
Attouch, Mohammed Kadi; Kaid, Zoulikha; Louhab, Hayat Asymptotic normality of a robust kernel estimator of the regression function for functional ergodic data: case of an unknown scale parameter. (Normalité asymptotique de l’estimateur à noyau de la fonction de régression robuste du paramètre d’échelle pour des données fonctionnelles ergodiques : cas d’un paramètre d’échelle inconnu.) (English. French summary) Zbl 1428.62148 C. R., Math., Acad. Sci. Paris 357, No. 5, 478-481 (2019). MSC: 62G08 62E20 62G35 PDFBibTeX XMLCite \textit{M. K. Attouch} et al., C. R., Math., Acad. Sci. Paris 357, No. 5, 478--481 (2019; Zbl 1428.62148) Full Text: DOI
Almanjahie, Ibrahim M.; Chikr Elmezouar, Zouaoui; Laksaci, Ali; Rachdi, Mustapha \(k\)NN local linear estimation of the conditional cumulative distribution function: dependent functional data case. (Analyse des séries temporelles fonctionnelles : estimation locale linéaire et par les \(k\) plus proches voisins de la fonction de répartition conditionnelle.) (English. French summary) Zbl 1405.62038 C. R., Math., Acad. Sci. Paris 356, No. 10, 1036-1039 (2018). MSC: 62G08 62G05 62M10 62G20 PDFBibTeX XMLCite \textit{I. M. Almanjahie} et al., C. R., Math., Acad. Sci. Paris 356, No. 10, 1036--1039 (2018; Zbl 1405.62038) Full Text: DOI
Attouch, Mohammed; Laksaci, Ali; Rafaa, Fatima Local linear estimate of the regression operator by the \(k\)NN method. (Estimation locale linéaire de la régression non paramétrique fonctionnelle par la méthode des \(k\) plus proches voisins.) (French. Abridged English version) Zbl 1422.62122 C. R., Math., Acad. Sci. Paris 355, No. 7, 824-829 (2017). MSC: 62G05 62G08 62J05 PDFBibTeX XMLCite \textit{M. Attouch} et al., C. R., Math., Acad. Sci. Paris 355, No. 7, 824--829 (2017; Zbl 1422.62122) Full Text: DOI
Aneiros, Germán; Vieu, Philippe Sparse nonparametric model for the detection of impact points of a functional variable. (Modèle non paramétrique parcimonieux pour la détection des points d’impact d’une variable fonctionnelle.) (French. Abridged English version) Zbl 1380.62164 C. R., Math., Acad. Sci. Paris 354, No. 5, 538-542 (2016). MSC: 62G08 PDFBibTeX XMLCite \textit{G. Aneiros} and \textit{P. Vieu}, C. R., Math., Acad. Sci. Paris 354, No. 5, 538--542 (2016; Zbl 1380.62164) Full Text: DOI
Saadi, Nora; Adjabi, Smail Nonparametric trigonometric orthogonal regression estimation. (Estimation non paramétrique de la fonction de régression par des séries trigonométriques.) (English. French summary) Zbl 1343.62018 C. R., Math., Acad. Sci. Paris 354, No. 8, 851-858 (2016). MSC: 62G07 62G08 62G20 PDFBibTeX XMLCite \textit{N. Saadi} and \textit{S. Adjabi}, C. R., Math., Acad. Sci. Paris 354, No. 8, 851--858 (2016; Zbl 1343.62018) Full Text: DOI
Demongeot, Jacques; Laksaci, Ali; Naceri, Amina; Rachdi, Mustapha Local linear estimation of the regression function with Hilbertian variables. (Estimation locale linéaire de la fonction de régression pour des variables hilbertiennes.) (French. English summary) Zbl 1342.62045 C. R., Math., Acad. Sci. Paris 354, No. 8, 847-850 (2016). MSC: 62G05 62G08 62G20 PDFBibTeX XMLCite \textit{J. Demongeot} et al., C. R., Math., Acad. Sci. Paris 354, No. 8, 847--850 (2016; Zbl 1342.62045) Full Text: DOI
Benziadi, Fatima; Laksaci, Ali; Tebboune, Fethallah Note on conditional quantiles for functional ergodic data. (Note sur les quantiles conditionnels pour variables fonctionnelles ergodiques.) (English. Abridged French version) Zbl 1335.62074 C. R., Math., Acad. Sci. Paris 354, No. 6, 628-633 (2016). MSC: 62G05 62G07 62G08 PDFBibTeX XMLCite \textit{F. Benziadi} et al., C. R., Math., Acad. Sci. Paris 354, No. 6, 628--633 (2016; Zbl 1335.62074) Full Text: DOI
Dabo-Niang, Sophie; Ternynck, Camille; Yao, Anne-Francoise A new spatial regression estimator in the multivariate context. (Un nouvel estimateur de la fonction de régression spatiale pour données mutivariées.) (English. French summary) Zbl 1315.62054 C. R., Math., Acad. Sci. Paris 353, No. 7, 635-639 (2015). MSC: 62H11 62G07 62G08 62H12 PDFBibTeX XMLCite \textit{S. Dabo-Niang} et al., C. R., Math., Acad. Sci. Paris 353, No. 7, 635--639 (2015; Zbl 1315.62054) Full Text: DOI
Azaïs, Jean-Marc; Fort, Jean-Claude Remark on the finite-dimensional character of certain results of functional statistics. (English) Zbl 1307.62107 C. R., Math., Acad. Sci. Paris 351, No. 3-4, 139-141 (2013). MSC: 62G08 60B05 PDFBibTeX XMLCite \textit{J.-M. Azaïs} and \textit{J.-C. Fort}, C. R., Math., Acad. Sci. Paris 351, No. 3--4, 139--141 (2013; Zbl 1307.62107) Full Text: DOI arXiv
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
Dabo-Niang, Sophie; Kaid, Zoulikha; Laksaci, Ali On the quantile regression when the regressor is functional: spatial data case. (Sur la régression quantile pour variable explicative fonctionnelle : cas des données spatiales.) (French. Abridged English version) Zbl 1228.62043 C. R., Math., Acad. Sci. Paris 349, No. 23-24, 1287-1291 (2011). MSC: 62G08 62M40 62M30 PDFBibTeX XMLCite \textit{S. Dabo-Niang} et al., C. R., Math., Acad. Sci. Paris 349, No. 23--24, 1287--1291 (2011; Zbl 1228.62043) Full Text: DOI
Samb, Rawane Nonparametric estimation of the density of regression errors. (English. Abridged French version) Zbl 1229.62048 C. R., Math., Acad. Sci. Paris 349, No. 23-24, 1281-1285 (2011). MSC: 62G08 62G07 62G20 PDFBibTeX XMLCite \textit{R. Samb}, C. R., Math., Acad. Sci. Paris 349, No. 23--24, 1281--1285 (2011; Zbl 1229.62048) Full Text: DOI arXiv
Cherfi, Mohamed Large deviations theorems in nonparametric regression on functional data. (English) Zbl 1215.62038 C. R., Math., Acad. Sci. Paris 349, No. 9-10, 583-585 (2011). MSC: 62G08 60F10 PDFBibTeX XMLCite \textit{M. Cherfi}, C. R., Math., Acad. Sci. Paris 349, No. 9--10, 583--585 (2011; Zbl 1215.62038) Full Text: DOI arXiv
Shen, Jia; Sun, Shuguang Optimal and superoptimal convergence rate of the local linear estimator of nonparametric regression function in continuous time. (English. Abridged French version) Zbl 1182.62087 C. R., Math., Acad. Sci. Paris 348, No. 3-4, 211-215 (2010). MSC: 62G08 62G20 62G05 PDFBibTeX XMLCite \textit{J. Shen} and \textit{S. Sun}, C. R., Math., Acad. Sci. Paris 348, No. 3--4, 211--215 (2010; Zbl 1182.62087) Full Text: DOI
Debbarh, Mohammed; Maillot, Bertrand Asymptotic normality of the additive regression components for continuous time processes. (English. Abridged French version) Zbl 1144.62076 C. R., Math., Acad. Sci. Paris 346, No. 15-16, 901-906 (2008). MSC: 62M10 62G08 62E20 PDFBibTeX XMLCite \textit{M. Debbarh} and \textit{B. Maillot}, C. R., Math., Acad. Sci. Paris 346, No. 15--16, 901--906 (2008; Zbl 1144.62076) Full Text: DOI arXiv
Plancade, Sandra Nonparametric estimation of the density of the regression noise. (English) Zbl 1135.62327 C. R., Math., Acad. Sci. Paris 346, No. 7-8, 461-466 (2008). MSC: 62G08 62G07 PDFBibTeX XMLCite \textit{S. Plancade}, C. R., Math., Acad. Sci. Paris 346, No. 7--8, 461--466 (2008; Zbl 1135.62327) Full Text: DOI
Delsol, Laurent Structural tests in regression on functional variables. (Tests de structure en régression sur variable fonctionnelle.) (French) Zbl 1132.62022 C. R., Math., Acad. Sci. Paris 346, No. 5-6, 343-346 (2008). MSC: 62G08 62G10 62G20 PDFBibTeX XMLCite \textit{L. Delsol}, C. R., Math., Acad. Sci. Paris 346, No. 5--6, 343--346 (2008; Zbl 1132.62022) Full Text: DOI
Burba, Florent; Ferraty, Frédéric; Vieu, Philippe Convergence of \(k\) nearest neighbor kernel estimator in nonparametric functional regression. (Convergence de l’estimateur à noyau des \(k\) plus proches voisins en régression fonctionnelle non-paramétrique.) (French) Zbl 1132.62021 C. R., Math., Acad. Sci. Paris 346, No. 5-6, 339-342 (2008). MSC: 62G08 62G20 62G07 PDFBibTeX XMLCite \textit{F. Burba} et al., C. R., Math., Acad. Sci. Paris 346, No. 5--6, 339--342 (2008; Zbl 1132.62021) Full Text: DOI
Viallon, Vivian A uniform law of the logarithm for a nonparametric estimate of the regression function under random censorship. (Loi du logarithme uniforme pour un estimateur non paramétrique de la régression en données censurées.) (French) Zbl 1129.62037 C. R., Math., Acad. Sci. Paris 346, No. 3-4, 225-228 (2008). MSC: 62G08 62G20 60F15 PDFBibTeX XMLCite \textit{V. Viallon}, C. R., Math., Acad. Sci. Paris 346, No. 3--4, 225--228 (2008; Zbl 1129.62037) Full Text: DOI
Crambes, Christophe Functional principal component regression with noisy covariate. (Régression fonctionnelle sur composantes principales pour variable explicative bruitée.) (French) Zbl 1124.62020 C. R., Math., Acad. Sci. Paris 345, No. 9, 519-522 (2007). MSC: 62G08 62H25 62G20 PDFBibTeX XMLCite \textit{C. Crambes}, C. R., Math., Acad. Sci. Paris 345, No. 9, 519--522 (2007; Zbl 1124.62020) Full Text: DOI
Delsol, Laurent CLT and \(\mathbb L^q\) errors in nonparametric functional regression. (English) Zbl 1124.62021 C. R., Math., Acad. Sci. Paris 345, No. 7, 411-414 (2007). MSC: 62G08 62G20 62G15 PDFBibTeX XMLCite \textit{L. Delsol}, C. R., Math., Acad. Sci. Paris 345, No. 7, 411--414 (2007; Zbl 1124.62021) Full Text: DOI
Laksaci, Ali Quadratic error of the kernel estimate of the conditional density when the regressor is functional. (Erreur quadratique de l’estimateur à noyau de la densité conditionnelle à variable explicative fonctionnelle.) (French. English summary) Zbl 1115.62036 C. R., Math., Acad. Sci. Paris 345, No. 3, 171-175 (2007). MSC: 62G07 62G08 PDFBibTeX XMLCite \textit{A. Laksaci}, C. R., Math., Acad. Sci. Paris 345, No. 3, 171--175 (2007; Zbl 1115.62036) Full Text: DOI
Louani, Djamal; Maouloud, Sidi Mohamed Ould A functional large deviation principle in nonparametric estimation. (Un principe fonctionnel de grandes déviations en estimation non-paramétrique.) (French. English summary) Zbl 1113.62040 C. R., Math., Acad. Sci. Paris 344, No. 10, 645-650 (2007). MSC: 62G07 60F10 62G08 62G20 PDFBibTeX XMLCite \textit{D. Louani} and \textit{S. M. O. Maouloud}, C. R., Math., Acad. Sci. Paris 344, No. 10, 645--650 (2007; Zbl 1113.62040) Full Text: DOI arXiv
Pinçon, Claire; Pons, Odile Nonparametric estimation of the quantiles for a probability of threshold crossing with dependent data. (Estimation des quantiles d’une probabilité de franchissement de seuils avec observations dépendantes.) (French. English summary) Zbl 1106.62045 C. R., Math., Acad. Sci. Paris 344, No. 3, 211-214 (2007). MSC: 62G08 62G20 PDFBibTeX XMLCite \textit{C. Pinçon} and \textit{O. Pons}, C. R., Math., Acad. Sci. Paris 344, No. 3, 211--214 (2007; Zbl 1106.62045) Full Text: DOI
Debbarh, Mohammed; Viallon, Vivian Mean square convergence for estimators of additive regression under random censorship. (English) Zbl 1106.62037 C. R., Math., Acad. Sci. Paris 344, No. 3, 205-210 (2007). MSC: 62G08 62G20 62G07 PDFBibTeX XMLCite \textit{M. Debbarh} and \textit{V. Viallon}, C. R., Math., Acad. Sci. Paris 344, No. 3, 205--210 (2007; Zbl 1106.62037) Full Text: DOI
Dabo-Niang, Sophie; Laksaci, Ali Nonparametric estimation of the conditional mode when the regressor is functional. (Estimation non paramétrique du mode conditionnel pour variable explicative fonctionnelle.) (French. English summary) Zbl 1104.62040 C. R., Math., Acad. Sci. Paris 344, No. 1, 49-52 (2007). MSC: 62G08 62G20 PDFBibTeX XMLCite \textit{S. Dabo-Niang} and \textit{A. Laksaci}, C. R., Math., Acad. Sci. Paris 344, No. 1, 49--52 (2007; Zbl 1104.62040) Full Text: DOI
Debbarh, Mohammed Asymptotic normality for the wavelets estimator of the additive regression components. (Normalité asymptotique de l’estimateur par ondelettes des composantes d’un modèle additif de régression.) (French. English summary) Zbl 1101.62038 C. R., Math., Acad. Sci. Paris 343, No. 9, 601-606 (2006). MSC: 62G20 62G08 42C40 60F05 PDFBibTeX XMLCite \textit{M. Debbarh}, C. R., Math., Acad. Sci. Paris 343, No. 9, 601--606 (2006; Zbl 1101.62038) Full Text: DOI
Rachdi, Mustapha; Vieu, Philippe Automatic smoothing parameter selection for the nonparametric regression estimation of functional data. (Sélection automatique du paramétre de lissage pour l’estimation non paramétrique de la régression pour des données fonctionnelles.) (French) Zbl 1070.62025 C. R., Math., Acad. Sci. Paris 341, No. 6, 365-368 (2005). MSC: 62G08 62G20 PDFBibTeX XMLCite \textit{M. Rachdi} and \textit{P. Vieu}, C. R., Math., Acad. Sci. Paris 341, No. 6, 365--368 (2005; Zbl 1070.62025) Full Text: DOI
Benhenni, Karim; Rachdi, Mustapha Non-parametric estimation of the average growth curve from quantized observations and correlated errors. (English. Abridged French version) Zbl 1064.62044 C. R., Math., Acad. Sci. Paris 340, No. 12, 901-904 (2005). MSC: 62G08 62G20 62G07 PDFBibTeX XMLCite \textit{K. Benhenni} and \textit{M. Rachdi}, C. R., Math., Acad. Sci. Paris 340, No. 12, 901--904 (2005; Zbl 1064.62044) Full Text: DOI
Degras, David; Jallet, Roxane Asymptotics for the smoothing cubic spline estimate in a longitudinal regression model with random process noise. (Convergence de l’estimateur spline cubique de lissage dans un modéle de régression longitudinale avec erreur de type processus.) (French) Zbl 1122.62022 C. R., Math., Acad. Sci. Paris 340, No. 11, 851-854 (2005). MSC: 62G08 65D07 65C60 PDFBibTeX XMLCite \textit{D. Degras} and \textit{R. Jallet}, C. R., Math., Acad. Sci. Paris 340, No. 11, 851--854 (2005; Zbl 1122.62022) Full Text: DOI
Blondin, David; Massiani, Anne; Ribereau, Pierre Rates of strong consistency for nonparametric regression estimators. (Vitesses de convergence uniforme presque sûre d’estimateurs non-paramétriques de la régression.) (French) Zbl 1061.62062 C. R., Math., Acad. Sci. Paris 340, No. 7, 525-528 (2005). MSC: 62G08 62G20 PDFBibTeX XMLCite \textit{D. Blondin} et al., C. R., Math., Acad. Sci. Paris 340, No. 7, 525--528 (2005; Zbl 1061.62062) Full Text: DOI
Blondin, David Nonparametric, multidimensional estimation of regression derivatives. (Estimation nonparamétrique multidimensionnelle des dérivées de la régression.) (French) Zbl 1075.62028 C. R., Math., Acad. Sci. Paris 339, No. 10, 713-716 (2004). MSC: 62G08 62G20 62G07 PDFBibTeX XMLCite \textit{D. Blondin}, C. R., Math., Acad. Sci. Paris 339, No. 10, 713--716 (2004; Zbl 1075.62028) Full Text: DOI
Cardot, Hervé; Crambes, Christophe; Sarda, Pascal Spline estimation of conditional quantities for functional covariates. (Estimation spline de quantiles conditionnels pour variables explicatives fonctionnelles.) (French) Zbl 1043.62031 C. R., Math., Acad. Sci. Paris 339, No. 2, 141-144 (2004). MSC: 62G08 62G20 PDFBibTeX XMLCite \textit{H. Cardot} et al., C. R., Math., Acad. Sci. Paris 339, No. 2, 141--144 (2004; Zbl 1043.62031) Full Text: DOI
Fontez, Bénédicte; Ducharme, Gilles R. Goodness-of-fit test for monotonous nonlinear regression models. (Test d’adéquation en régression non-linéaire, cas des fonctions monotones.) (French) Zbl 1035.62037 C. R., Math., Acad. Sci. Paris 338, No. 4, 317-320 (2004). MSC: 62G10 62J02 62G08 PDFBibTeX XMLCite \textit{B. Fontez} and \textit{G. R. Ducharme}, C. R., Math., Acad. Sci. Paris 338, No. 4, 317--320 (2004; Zbl 1035.62037) Full Text: DOI
Harel, Michel Une méthode semi-paramétrique pour tester un modèle de régression. (A semi-parametric method to test a regression model). (French) Zbl 1020.62033 C. R., Math., Acad. Sci. Paris 336, No. 7, 601-604 (2003). MSC: 62G08 62G10 62G20 62G30 PDFBibTeX XMLCite \textit{M. Harel}, C. R., Math., Acad. Sci. Paris 336, No. 7, 601--604 (2003; Zbl 1020.62033) Full Text: DOI
Ferraty, Frédéric; Peuch, Agnès; Vieu, Philippe Modèle à indice fonctionnel simple. (Single functional index model). (French) Zbl 1020.62032 C. R., Math., Acad. Sci. Paris 336, No. 12, 1025-1028 (2003). MSC: 62G08 62G20 PDFBibTeX XMLCite \textit{F. Ferraty} et al., C. R., Math., Acad. Sci. Paris 336, No. 12, 1025--1028 (2003; Zbl 1020.62032) Full Text: DOI
Dabo-Niang, Sophie; Rhomari, Noureddine Kernel regression estimation when the regressor takes values in metric space. (Estimation non paramétrique de la régression avec variable explicative dans un espace métrique.) (French. Abridged English version) Zbl 1020.62034 C. R., Math., Acad. Sci. Paris 336, No. 1, 75-80 (2003). MSC: 62G08 62G20 PDFBibTeX XMLCite \textit{S. Dabo-Niang} and \textit{N. Rhomari}, C. R., Math., Acad. Sci. Paris 336, No. 1, 75--80 (2003; Zbl 1020.62034) Full Text: DOI
Messaci, Fatiha Predictive measures in the Cox-Dirichlet model with random censoring. (Mesures prédictives dans le modèle de Cox-Dirichlet à censures aléatoires.) (French. Abridged English version) Zbl 1026.62104 C. R., Math., Acad. Sci. Paris 335, No. 6, 557-560 (2002). MSC: 62N01 62G99 62N05 62G08 PDFBibTeX XMLCite \textit{F. Messaci}, C. R., Math., Acad. Sci. Paris 335, No. 6, 557--560 (2002; Zbl 1026.62104) Full Text: DOI
Derzko, Gérard; Deheuvels, Paul Nonparametric estimation of dichotomic regression with biomedical applications. (Estimation non-paramétrique de la régression dichotomique – application biomédicale.) (French) Zbl 0998.62035 C. R., Math., Acad. Sci. Paris 334, No. 1, 59-63 (2002). MSC: 62G08 62G20 62P10 PDFBibTeX XMLCite \textit{G. Derzko} and \textit{P. Deheuvels}, C. R., Math., Acad. Sci. Paris 334, No. 1, 59--63 (2002; Zbl 0998.62035) Full Text: DOI
Ferraty, Frédéric; Goia, Aldo; Vieu, Philippe Nonparametric regression for mixing functional random variables. (Régression non-paramétrique pour des variables aléatoires fonctionnelles mélangeantes.) (French) Zbl 0998.62036 C. R., Math., Acad. Sci. Paris 334, No. 3, 217-220 (2002). MSC: 62G08 62G20 60B11 PDFBibTeX XMLCite \textit{F. Ferraty} et al., C. R., Math., Acad. Sci. Paris 334, No. 3, 217--220 (2002; Zbl 0998.62036) Full Text: DOI