Edit Profile (opens in new tab) Vieu, Philippe Co-Author Distance Author ID: vieu.philippe Published as: Vieu, Philippe; Vieu, P.; Vieu, Ph. more...less Homepage: https://www.math.univ-toulouse.fr/en/annuaire/e18ee968-3a94-4685-b3b7-233c6c0b0f... External Links: MGP · ResearchGate · dblp Documents Indexed: 142 Publications since 1985, including 2 Books and 1 Additional arXiv Preprint 9 Contributions as Editor Co-Authors: 73 Co-Authors with 140 Joint Publications 1,409 Co-Co-Authors all top 5 Co-Authors 10 single-authored 44 Ferraty, Frédéric 31 Aneiros-Pérez, Germán 18 Sarda, Pascal 12 Goia, Aldo 12 Ling, Nengxiang 7 Laksaci, Ali 7 Rachdi, Mustapha 6 Bongiorno, Enea Giuseppe 6 Novo, Silvia 5 Horová, Ivana 5 Quintela-Del-Río, Alejandro 5 Rodríguez-Póo, Juan Manuel 4 Cao, Ricardo 4 Estévez-Pérez, Graciela 4 González-Manteiga, Wenceslao 4 Hušková, Marie 4 Youndjé, Élie 3 Ait Saidi, Ahmed 3 Boularan, Joël 3 Collomb, Gerard 3 Dabo-Niang, Sophie 3 Delicado, Pedro F. 3 Ferré, Louis 3 Härdle, Wolfgang Karl 3 Hassani, Salima 3 Salinelli, Ernesto 3 Sperlich, Stefan 3 Tadj, Amel 2 Burba, Florent 2 Camlong-Viot, Christine 2 Cheng, Lilei 2 Fraiman, Ricardo 2 Kassa, Rabah 2 Kudraszow, Nadia L. 2 Mas, André 2 Meng, Shuyu 2 Rabhi, Abbes 2 Raña, Paula 2 Van Keilegom, Ingrid 2 Viguier-Pla, Sylvie 1 Alahiane, Mohamed 1 Barrientos-Marín, Jorge 1 Benhenni, Karim 1 Benkenni, K. 1 Bouraine, Mohand 1 Cristini, Paul 1 Delsol, Laurent 1 Ding, Hui 1 Favretto-Cristini, N. 1 Genest, Christian 1 Györfi, László 1 Hall, Peter Gavin 1 Hart, Jeffrey D. 1 Hedli-Griche, Sonia 1 Kan, Rui 1 Kara-Zaitri, Lydia 1 Kara, Lydia-Zaitri 1 Liang, Longlong 1 Liang, Wenjuan 1 Liu, Yang 1 Martínez-Calvo, Adela 1 Mielniczuk, Jan 1 Mori, Yuichi 1 Núñez-Antón, Vicente 1 Ouassou, Idir 1 Pantera, L. 1 Pelegrina, Laurent 1 Peuch, Agnès 1 Sued, Mariela 1 Traore, O. I. 1 Wang, Lingyu 1 Wu, Chengxin 1 Zelinka, Jiří all top 5 Serials 13 Journal of Multivariate Analysis 12 Journal of Nonparametric Statistics 11 Statistics & Probability Letters 11 Computational Statistics 10 Comptes Rendus. Mathématique. Académie des Sciences, Paris 8 Statistics 7 Test 6 Journal of Statistical Planning and Inference 6 Computational Statistics and Data Analysis 5 Comptes Rendus de l’Académie des Sciences. Série I 3 Statistical Papers 3 Comptes Rendus de l’Académie des Sciences. Série I. Mathématique 3 Econometric Theory 2 Metrika 2 Revue Roumaine de Mathématiques Pures et Appliquées 2 Scandinavian Journal of Statistics 2 Cahiers du Centre d’Études de Recherche Opérationnelle 2 Australian & New Zealand Journal of Statistics 2 Electronic Journal of Statistics 2 Contributions to Statistics 1 The Annals of Statistics 1 The Australian Journal of Statistics 1 Biometrika 1 Commentationes Mathematicae Universitatis Carolinae 1 Publications de l’Institut de Statistique de l’Université de Paris 1 Statistique et Analyse des Données 1 Journal of Time Series Analysis 1 Revue de Statistique Appliquée 1 Statistics & Decisions 1 Journal of the Royal Statistical Society. Series B 1 Mathematical Methods of Statistics 1 Statistica Sinica 1 Bernoulli 1 Far East Journal of Theoretical Statistics 1 Statistical Inference for Stochastic Processes 1 SORT. Statistics and Operations Research Transactions 1 Lecture Notes in Statistics 1 Mathematical Geosciences 1 Sankhyā 1 Springer Series in Statistics all top 5 Fields 149 Statistics (62-XX) 12 Numerical analysis (65-XX) 9 General and overarching topics; collections (00-XX) 4 Probability theory and stochastic processes (60-XX) 2 Geophysics (86-XX) 1 Combinatorics (05-XX) 1 Functional analysis (46-XX) 1 Computer science (68-XX) 1 Biology and other natural sciences (92-XX) 1 Information and communication theory, circuits (94-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 131 Publications have been cited 4,495 times in 1,643 Documents Cited by ▼ Year ▼ Nonparametric functional data analysis. Theory and practice. Zbl 1119.62046 Ferraty, Frédéric; Vieu, Philippe 910 2006 An introduction to recent advances in high/infinite dimensional statistics. Zbl 1384.00073 150 2016 Nonparametric models for functional data, with application in regression, time-series prediction and curve discrimination. Zbl 1049.62039 Ferraty, F.; Vieu, P. 140 2004 Semi-functional partial linear regression. Zbl 1090.62036 Aneiros-Pérez, Germán; Vieu, Philippe 130 2006 The functional nonparametric model and applications to spectrometric data. Zbl 1037.62032 Ferraty, Frédéric; Vieu, Philippe 120 2002 Curves discrimination: a nonparametric functional approach. Zbl 1429.62241 Ferraty, F.; Vieu, P. 117 2003 Nonparametric regression on functional data: inference and practical aspects. Zbl 1136.62031 Ferraty, Frédéric; Mas, André; Vieu, Philippe 115 2007 Nonparametric curve estimation from time series. Zbl 0697.62038 Györfi, Lázló; Härdle, Wolfgang; Sarda, Pascal; Vieu, Philippe 112 1989 Rate of uniform consistency for nonparametric estimates with functional variables. Zbl 1177.62044 Ferraty, Frédéric; Laksaci, Ali; Tadj, Amel; Vieu, Philippe 104 2010 Nonparametric regression for functional data: automatic smoothing parameter selection. Zbl 1331.62240 Rachdi, M.; Vieu, P. 103 2007 Cross-validated estimations in the single-functional index model. Zbl 1274.62519 Ait-Saïdi, Ahmed; Ferraty, Frédéric; Kassa, Rabah; Vieu, Philippe 84 2008 Data-driven bandwidth choice for density estimation based on dependent data. Zbl 0703.62045 Hart, Jeffrey D.; Vieu, Philippe 83 1990 Estimating some characteristics of the conditional distribution in nonparametric functional models. Zbl 1117.62030 Ferraty, Frédéric; Laksaci, Ali; Vieu, Philippe 82 2006 Recent advances in functional data analysis and high-dimensional statistics. Zbl 1415.62043 Aneiros, Germán; Cao, Ricardo; Fraiman, Ricardo; Genest, Christian; Vieu, Philippe 72 2019 Nonparametric time series prediction: A semi-functional partial linear modeling. Zbl 1133.62075 Aneiros-Pérez, Germán; Vieu, Philippe 70 2008 Locally modelled regression and functional data. Zbl 1327.62191 Barrientos-Marin, J.; Ferraty, F.; Vieu, P. 68 2010 \(k\)-nearest neighbour method in functional nonparametric regression. Zbl 1161.62017 Burba, Florent; Ferraty, Frédéric; Vieu, Philippe 64 2009 Local smoothing regression with functional data. Zbl 1194.62042 Benkenni, K.; Ferraty, F.; Rachdi, M.; Vieu, P. 63 2007 Kernel regression smoothing of time series. Zbl 0759.62016 Härdle, Wolfgang; Vieu, Philippe 62 1992 Conditional quantiles for dependent functional data with application to the climatic El Niño phenomenon. Zbl 1192.62104 Ferraty, Fr’ed’eric; Rabhi, Abbes; Vieu, Philippe 62 2005 Nonparametric modelling for functional data: selected survey and tracks for future. Zbl 1411.62084 Ling, Nengxiang; Vieu, Philippe 61 2018 Uniform consistency of \(k\mathrm{NN}\) regressors for functional variables. Zbl 1277.62113 Kudraszow, Nadia L.; Vieu, Philippe 59 2013 Statistics for functional data. Zbl 1162.62338 Manteiga, Wenceslao González; Vieu, Philippe 58 2007 Additive prediction and boosting for functional data. Zbl 1452.62989 Ferraty, Frédéric; Vieu, Philippe 56 2009 On the validity of the bootstrap in non-parametric functional regression. Zbl 1223.62042 Ferraty, Frééric; van Keilegom, Ingrid; Vieu, Philippe 55 2010 Regression when both response and predictor are functions. Zbl 1241.62054 Ferraty, F.; Van Keilegom, I.; Vieu, P. 52 2012 Functional nonparametric model for time series: a fractal approach for dimension reduction. Zbl 1020.62089 Ferraty, Frédéric; Goia, Aldo; Vieu, Philippe 51 2002 Functional projection pursuit regression. Zbl 1367.62117 Ferraty, F.; Goia, A.; Salinelli, E.; Vieu, P. 51 2013 Partial linear modelling with multi-functional covariates. Zbl 1342.65016 Aneiros, Germán; Vieu, Philippe 49 2015 Data-driven \(k\)NN estimation in nonparametric functional data analysis. Zbl 1351.62084 Kara, Lydia-Zaitri; Laksaci, Ali; Rachdi, Mustapha; Vieu, Philippe 46 2017 Variable selection in infinite-dimensional problems. Zbl 1320.62163 Aneiros, Germán; Vieu, Philippe 45 2014 A partitioned single functional index model. Zbl 1342.65034 Goia, Aldo; Vieu, Philippe 44 2015 Most-predictive design points for functional data predictors. Zbl 1204.62064 Ferraty, F.; Hall, P.; Vieu, P. 44 2010 Kernel regression with functional response. Zbl 1274.62281 Ferraty, Frédéric; Laksaci, Ali; Tadj, Amel; Vieu, Philippe 41 2011 A note on density mode estimation. Zbl 0847.62024 Vieu, Philippe 40 1996 Modèle à indice fonctionnel simple. (Single functional index model). Zbl 1020.62032 Ferraty, Frédéric; Peuch, Agnès; Vieu, Philippe 37 2003 Fractal dimensionality and regression estimation in semi-normed vectorial spaces. (Dimension fractale et estimation de la régression dans des espaces vectoriels semi-normés.) Zbl 0942.62045 Ferraty, Frédéric; Vieu, Philippe 33 2000 Quadratic errors for nonparametric estimates under dependence. Zbl 0751.62022 Vieu, Philippe 33 1991 Contributions in infinite-dimensional statistics and related topics. Selected papers from the 3rd international workshop on functional and operatorial statistics (IWFOS’2014), Stresa, Italy, June 19–21, 2014. Zbl 1377.62023 33 2014 Nonparametric regression estimation for functional stationary ergodic data with missing at random. Zbl 1314.62102 Ling, Nengxiang; Liang, Longlong; Vieu, Philippe 31 2015 Presmoothing in functional linear regression. Zbl 1417.62189 Ferraty, Frédéric; González-Manteiga, Wenceslao; Martinez-Calvo, Adela; Vieu, Philippe 28 2012 Structural test in regression on functional variables. Zbl 1207.62096 Delsol, Laurent; Ferraty, Frédéric; Vieu, Philippe 25 2011 A nonparametric conditional mode estimate. Zbl 0887.62039 Quintela-del-Río, A.; Vieu, Ph. 25 1997 Automatic estimation procedure in partial linear model with functional data. Zbl 1229.62045 Aneiros-Pérez, Germán; Vieu, Philippe 24 2011 Estimation and testing in a partial linear regression model under long-memory dependence. Zbl 1040.62028 Aneiros-Pérez, Germán; González-Manteiga, Wenceslao; Vieu, Philippe 23 2004 Mean estimation with data missing at random for functional covariables. Zbl 1440.62129 Ferraty, Frédéric; Sued, Mariela; Vieu, Philippe 23 2013 Some advances on semi-parametric functional data modelling. Zbl 1430.62077 Goia, Aldo; Vieu, Philippe 23 2014 Functional time series prediction via conditional mode estimation. Zbl 1058.62076 Ferraty, Frédéric; Laksaci, Ali; Vieu, Philippe 22 2005 Sparse nonparametric model for regression with functional covariate. Zbl 1348.62131 Aneiros, G.; Vieu, P. 22 2016 On dimension reduction models for functional data. Zbl 1489.62421 Vieu, Philippe 22 2018 Consistency of the regression estimator with functional data under long memory conditions. Zbl 1141.62314 Benhenni, K.; Hedli-Griche, S.; Rachdi, M.; Vieu, P. 21 2008 Uniform in bandwidth consistency for various kernel estimators involving functional data. Zbl 1365.62163 Kara-Zaitri, Lydia; Laksaci, Ali; Rachdi, Mustapha; Vieu, Philippe 21 2017 Factor-based comparison of groups of curves. Zbl 1162.62373 Ferraty, Frédéric; Vieu, Philippe; Viguier-Pla, Sylvie 20 2007 Local data-driven bandwidth choice for density estimation. Zbl 0689.62027 Mielniczuk, Jan; Sarda, Pascal; Vieu, Philippe 20 1989 Nonparametric regression: Optimal local bandwidth choice. Zbl 0800.62217 Vieu, Philippe 20 1991 Conditional mode estimation for functional stationary ergodic data with responses missing at random. Zbl 1358.62036 Ling, Nengxiang; Liu, Yang; Vieu, Philippe 19 2016 Bootstrap confidence intervals in functional nonparametric regression under dependence. Zbl 1346.62082 Raña, Paula; Aneiros, Germán; Vilar, Juan; Vieu, Philippe 19 2016 Variable selection in partial linear regression with functional covariate. Zbl 1337.62071 Aneiros, G.; Ferraty, F.; Vieu, P. 18 2015 Smoothing parameter selection in hazard estimation. Zbl 0724.62043 Sarda, P.; Vieu, P. 17 1991 Functional statistics and related fields. Selected papers based on the presentations at the 4th international workshop on functional and operational statistics, IWFOS, Corunna, Spain, June 15–17, 2017. Zbl 1373.62016 17 2017 Automatic and location-adaptive estimation in functional single-index regression. Zbl 1418.62164 Novo, Silvia; Aneiros, Germán; Vieu, Philippe 17 2019 Growth curves: A two-stage nonparametric approach. Zbl 0797.62030 Boularan, Joël; Ferré, Louis; Vieu, Philippe 16 1994 Error variance estimation in semi-functional partially linear regression models. Zbl 1327.62189 Aneiros, Germán; Ling, Nengxiang; Vieu, Philippe 15 2015 Editorial on the special issue on functional data analysis and related topics. Zbl 1417.00073 15 2019 Erratum of: ‘Non-parametric models for functional data, with application in regression, time-series prediction and curve discrimination’. Zbl 1141.62315 Ferraty, F.; Vieu, P. 14 2008 Nonparametric estimation of the hazard function with explanatory functional variable. (Estimation non-paramétrique de la fonction de hasard avec variable explicative fonctionnelle.) Zbl 1168.62028 Ferraty, Frédéric; Rabhi, Abbes; Vieu, Philippe 14 2008 Longitudinal data with nonstationary errors: A nonparametric three-stage approach. Zbl 0945.62042 Núñez-Antón, Vicente; Rodríguez-Póo, Juan M.; Vieu, Philippe 13 1999 Order choice in nonlinear autoregressive models. Zbl 0836.62067 Vieu, Philippe 13 1995 Kernel regression. Zbl 0980.62029 Sarda, Pascal; Vieu, Philippe 13 2000 Testing linearity in semi-parametric functional data analysis. Zbl 1305.65020 Aneiros-Pérez, Germán; Vieu, Philippe 13 2013 Editorial for the special issue on functional data analysis and related topics. Zbl 1410.00037 13 2019 Analysis of time of occurrence of earthquakes: A functional data approach. Zbl 1219.86016 Quintela-Del-Río, A.; Ferraty, F.; Vieu, P. 11 2011 On the using of modal curves for radar waveforms classification. Zbl 1162.62378 Dabo-Niang, Sophie; Ferraty, Frédéric; Vieu, Philippe 10 2007 Mode estimation for functional random variable and its application for curves classification. Zbl 1090.62035 Dabo-Niang, Sophie; Ferraty, Frédéric; Vieu, Philippe 10 2006 Empirical distribution function for mixing random variables. Application in nonparametric hazard estimation. Zbl 0687.62036 Sarda, P.; Vieu, P. 9 1989 Convergence rate for cross-validatory bandwidth in kernel hazard estimation from dependent samples. Zbl 0988.62021 Estévez-Pérez, G.; Quintela-del-Río, A.; Vieu, P. 9 2002 Choice of regressors in nonparametric estimation. Zbl 0937.62583 Vieu, Philippe 9 1994 Comments on: “Probability enhanced effective dimension reduction for classifying sparse functional data”. Zbl 1336.62169 Aneiros, Germán; Vieu, Philippe 9 2016 Uniform consistency rate of \(k\)NN regression estimation for functional time series data. Zbl 1418.62160 Ling, Nengxiang; Meng, Shuyu; Vieu, Philippe 9 2019 Specification test for conditional distribution with functional data. Zbl 1235.62051 Ferraty, Frederic; Quintela-Del-Río, Alejandro; Vieu, Philippe 8 2012 Additive time series: The kernel integration method. Zbl 1008.62039 Camlong-Viot, Ch.; Sarda, P.; Vieu, Ph. 8 2000 Nonparametric estimation under long memory dependence. Zbl 1054.62032 Estévez, G.; Vieu, P. 8 2003 Nonparametric estimation of a surrogate density function in infinite-dimensional spaces. Zbl 1241.62042 Ferraty, Frédéric; Kudraszow, Nadia; Vieu, Philippe 8 2012 A note on variable selection in nonparametric regression with dependent data. Zbl 0996.62036 González-Manteiga, Wenceslao; Quintela-del-Río, Alejandro; Vieu, Philippe 8 2002 \(k\)NN estimation in functional partial linear modeling. Zbl 1437.62701 Ling, Nengxiang; Aneiros, Germán; Vieu, Philippe 8 2020 Functional nonparametric statistics in action. Zbl 1271.62085 Ferraty, Frédéric; Vieu, Philippe 7 2006 A nonparametric model for unbalanced longitudinal data with application to geophysical data. Zbl 0936.62045 Boularan, J.; Ferre, L.; Vieu, P. 7 1995 Location of particular points in non-parametric regression analysis. Zbl 0838.62023 Boularan, Joël; Ferré, Louis; Vieu, Philippe 7 1995 Statistical methods for biostatistics and related fields. Zbl 1098.62572 7 2007 Optimal choice of nonparametric estimates of a density and of its derivatives. Zbl 1019.62034 Horová, Ivana; Vieu, Philippe; Zelinka, Jiří 6 2002 Semi-functional partially linear regression model with responses missing at random. Zbl 1417.62085 Ling, Nengxiang; Kan, Rui; Vieu, Philippe; Meng, Shuyu 6 2019 Vitesses de convergence d’estimateurs non-paramétriques d’une régression et de ses derivées. (Rate of convergence in non-parametric estimation of a regression and its derivatives). Zbl 0664.62033 Sarda, Pascal; Vieu, Philippe 5 1988 Nonparametric and semiparametric estimation of additive models with both discrete and continuous variables under dependence. Zbl 1271.62064 Camlong-Viot, Christine; Rodríguez-Póo, Juan M.; Vieu, Philippe 5 2006 Approche non paramétrique en théorie de la fiabilité: Revue bibliographique. (Nonparametric approach in the theory of reliability: A bibliographical review). Zbl 0609.62127 Hassani, Salima; Sarda, Pascal; Vieu, Philippe 5 1986 Optimal smooth hazard estimates. Zbl 0882.62036 Youndjé, É.; Sarda, P.; Vieu, P. 5 1996 Choosing the most relevant level sets for depicting a sample of densities. Zbl 1417.62062 Delicado, Pedro; Vieu, Philippe 5 2017 Sparse semiparametric regression when predictors are mixture of functional and high-dimensional variables. Zbl 1474.62131 Novo, Silvia; Aneiros, Germán; Vieu, Philippe 5 2021 Bootstrap in semi-functional partial linear regression under dependence. Zbl 1417.62071 Aneiros, Germán; Raña, Paula; Vieu, Philippe; Vilar, Juan 5 2018 Modeling functional data: a test procedure. Zbl 1417.65029 Bongiorno, Enea G.; Goia, Aldo; Vieu, Philippe 5 2019 Clustering acoustic emission signals by mixing two stages dimension reduction and nonparametric approaches. Zbl 1417.62357 Traore, O. I.; Cristini, P.; Favretto-Cristini, N.; Pantera, L.; Vieu, P.; Viguier-Pla, S. 5 2019 On functional data analysis and related topics. Zbl 1520.62420 Aneiros, Germán; Horová, Ivana; Hušková, Marie; Vieu, Philippe 5 2022 Variable selection in functional regression models: a review. Zbl 1493.62293 Aneiros, Germán; Novo, Silvia; Vieu, Philippe 4 2022 Missing responses at random in functional single index model for time series data. Zbl 07504807 Ling, Nengxiang; Cheng, Lilei; Vieu, Philippe; Ding, Hui 2 2022 Edfitorial: Special issue on functional data analysis and related fields. Zbl 1521.00023 1 2022 Sparse semiparametric regression when predictors are mixture of functional and high-dimensional variables. Zbl 1474.62131 Novo, Silvia; Aneiros, Germán; Vieu, Philippe 5 2021 A \(k\)NN procedure in semiparametric functional data analysis. Zbl 1461.62240 Novo, Silvia; Aneiros, Germán; Vieu, Philippe 1 2021 A new way for ranking functional data with applications in diagnostic test. Zbl 1505.62138 Estévez-Pérez, Graciela; Vieu, Philippe 1 2021 \(k\)NN estimation in functional partial linear modeling. Zbl 1437.62701 Ling, Nengxiang; Aneiros, Germán; Vieu, Philippe 8 2020 Estimating the complexity index of functional data: some asymptotics. Zbl 1440.62407 Bongiorno, E. G.; Goia, A.; Vieu, P. 2 2020 Convergence rate of kernel regression estimation for time series data when both response and covariate are functional. Zbl 1442.62771 Ling, Nengxiang; Wang, Lingyu; Vieu, Philippe 2 2020 An introduction to the (postponed) 5th edition of the international workshop on functional and operatorial statistics. Zbl 1444.62140 1 2020 Recent advances in functional data analysis and high-dimensional statistics. Zbl 1415.62043 Aneiros, Germán; Cao, Ricardo; Fraiman, Ricardo; Genest, Christian; Vieu, Philippe 72 2019 Automatic and location-adaptive estimation in functional single-index regression. Zbl 1418.62164 Novo, Silvia; Aneiros, Germán; Vieu, Philippe 17 2019 Editorial on the special issue on functional data analysis and related topics. Zbl 1417.00073 15 2019 Editorial for the special issue on functional data analysis and related topics. Zbl 1410.00037 13 2019 Uniform consistency rate of \(k\)NN regression estimation for functional time series data. Zbl 1418.62160 Ling, Nengxiang; Meng, Shuyu; Vieu, Philippe 9 2019 Semi-functional partially linear regression model with responses missing at random. Zbl 1417.62085 Ling, Nengxiang; Kan, Rui; Vieu, Philippe; Meng, Shuyu 6 2019 Modeling functional data: a test procedure. Zbl 1417.65029 Bongiorno, Enea G.; Goia, Aldo; Vieu, Philippe 5 2019 Clustering acoustic emission signals by mixing two stages dimension reduction and nonparametric approaches. Zbl 1417.62357 Traore, O. I.; Cristini, P.; Favretto-Cristini, N.; Pantera, L.; Vieu, P.; Viguier-Pla, S. 5 2019 Nonparametric modelling for functional data: selected survey and tracks for future. Zbl 1411.62084 Ling, Nengxiang; Vieu, Philippe 61 2018 On dimension reduction models for functional data. Zbl 1489.62421 Vieu, Philippe 22 2018 Bootstrap in semi-functional partial linear regression under dependence. Zbl 1417.62071 Aneiros, Germán; Raña, Paula; Vieu, Philippe; Vilar, Juan 5 2018 Evaluating the complexity of some families of functional data. Zbl 1395.62085 Bongiorno, Enea G.; Goia, Aldo; Vieu, Philippe 4 2018 Data-driven \(k\)NN estimation in nonparametric functional data analysis. Zbl 1351.62084 Kara, Lydia-Zaitri; Laksaci, Ali; Rachdi, Mustapha; Vieu, Philippe 46 2017 Uniform in bandwidth consistency for various kernel estimators involving functional data. Zbl 1365.62163 Kara-Zaitri, Lydia; Laksaci, Ali; Rachdi, Mustapha; Vieu, Philippe 21 2017 Functional statistics and related fields. Selected papers based on the presentations at the 4th international workshop on functional and operational statistics, IWFOS, Corunna, Spain, June 15–17, 2017. Zbl 1373.62016 17 2017 Choosing the most relevant level sets for depicting a sample of densities. Zbl 1417.62062 Delicado, Pedro; Vieu, Philippe 5 2017 An introduction to recent advances in high/infinite dimensional statistics. Zbl 1384.00073 150 2016 Sparse nonparametric model for regression with functional covariate. Zbl 1348.62131 Aneiros, G.; Vieu, P. 22 2016 Conditional mode estimation for functional stationary ergodic data with responses missing at random. Zbl 1358.62036 Ling, Nengxiang; Liu, Yang; Vieu, Philippe 19 2016 Bootstrap confidence intervals in functional nonparametric regression under dependence. Zbl 1346.62082 Raña, Paula; Aneiros, Germán; Vilar, Juan; Vieu, Philippe 19 2016 Comments on: “Probability enhanced effective dimension reduction for classifying sparse functional data”. Zbl 1336.62169 Aneiros, Germán; Vieu, Philippe 9 2016 Partial linear modelling with multi-functional covariates. Zbl 1342.65016 Aneiros, Germán; Vieu, Philippe 49 2015 A partitioned single functional index model. Zbl 1342.65034 Goia, Aldo; Vieu, Philippe 44 2015 Nonparametric regression estimation for functional stationary ergodic data with missing at random. Zbl 1314.62102 Ling, Nengxiang; Liang, Longlong; Vieu, Philippe 31 2015 Variable selection in partial linear regression with functional covariate. Zbl 1337.62071 Aneiros, G.; Ferraty, F.; Vieu, P. 18 2015 Error variance estimation in semi-functional partially linear regression models. Zbl 1327.62189 Aneiros, Germán; Ling, Nengxiang; Vieu, Philippe 15 2015 Optimal level sets for bivariate density representation. Zbl 1325.62038 Delicado, Pedro; Vieu, Philippe 4 2015 Specification testing when the null is nonparametric or semiparametric. Zbl 1441.62854 Rodríguez-Póo, Juan M.; Sperlich, Stefan; Vieu, Philippe 1 2015 Variable selection in infinite-dimensional problems. Zbl 1320.62163 Aneiros, Germán; Vieu, Philippe 45 2014 Contributions in infinite-dimensional statistics and related topics. Selected papers from the 3rd international workshop on functional and operatorial statistics (IWFOS’2014), Stresa, Italy, June 19–21, 2014. Zbl 1377.62023 33 2014 Some advances on semi-parametric functional data modelling. Zbl 1430.62077 Goia, Aldo; Vieu, Philippe 23 2014 Peak-load forecasting using a functional semi-parametric approach. Zbl 1331.62497 Ferraty, Frédéric; Goia, Aldo; Salinelli, Ernesto; Vieu, Philippe 1 2014 Uniform consistency of \(k\mathrm{NN}\) regressors for functional variables. Zbl 1277.62113 Kudraszow, Nadia L.; Vieu, Philippe 59 2013 Functional projection pursuit regression. Zbl 1367.62117 Ferraty, F.; Goia, A.; Salinelli, E.; Vieu, P. 51 2013 Mean estimation with data missing at random for functional covariables. Zbl 1440.62129 Ferraty, Frédéric; Sued, Mariela; Vieu, Philippe 23 2013 Testing linearity in semi-parametric functional data analysis. Zbl 1305.65020 Aneiros-Pérez, Germán; Vieu, Philippe 13 2013 Regression when both response and predictor are functions. Zbl 1241.62054 Ferraty, F.; Van Keilegom, I.; Vieu, P. 52 2012 Presmoothing in functional linear regression. Zbl 1417.62189 Ferraty, Frédéric; González-Manteiga, Wenceslao; Martinez-Calvo, Adela; Vieu, Philippe 28 2012 Specification test for conditional distribution with functional data. Zbl 1235.62051 Ferraty, Frederic; Quintela-Del-Río, Alejandro; Vieu, Philippe 8 2012 Nonparametric estimation of a surrogate density function in infinite-dimensional spaces. Zbl 1241.62042 Ferraty, Frédéric; Kudraszow, Nadia; Vieu, Philippe 8 2012 Nonparametric regression for functional response and functional regressor under dependance. (Estimation de la fonction de régression pour variable explicative et réponse fonctionnelles dépendantes.) Zbl 1336.62115 Ferraty, Frédéric; Laksaci, Ali; Tadj, Amel; Vieu, Philippe 4 2012 Kernel regression with functional response. Zbl 1274.62281 Ferraty, Frédéric; Laksaci, Ali; Tadj, Amel; Vieu, Philippe 41 2011 Structural test in regression on functional variables. Zbl 1207.62096 Delsol, Laurent; Ferraty, Frédéric; Vieu, Philippe 25 2011 Automatic estimation procedure in partial linear model with functional data. Zbl 1229.62045 Aneiros-Pérez, Germán; Vieu, Philippe 24 2011 Analysis of time of occurrence of earthquakes: A functional data approach. Zbl 1219.86016 Quintela-Del-Río, A.; Ferraty, F.; Vieu, P. 11 2011 Rate of uniform consistency for nonparametric estimates with functional variables. Zbl 1177.62044 Ferraty, Frédéric; Laksaci, Ali; Tadj, Amel; Vieu, Philippe 104 2010 Locally modelled regression and functional data. Zbl 1327.62191 Barrientos-Marin, J.; Ferraty, F.; Vieu, P. 68 2010 On the validity of the bootstrap in non-parametric functional regression. Zbl 1223.62042 Ferraty, Frééric; van Keilegom, Ingrid; Vieu, Philippe 55 2010 Most-predictive design points for functional data predictors. Zbl 1204.62064 Ferraty, F.; Hall, P.; Vieu, P. 44 2010 The optimal choice of the multi-functional index: cross-validation method. (Choix optimal de l’indice multi-fonctionnel: methode de validation croisee.) Zbl 1263.62068 Bouraine, Mohand; Saidi, Ahmed Ait; Ferraty, Frederic; Vieu, Philippe 3 2010 \(k\)-nearest neighbour method in functional nonparametric regression. Zbl 1161.62017 Burba, Florent; Ferraty, Frédéric; Vieu, Philippe 64 2009 Additive prediction and boosting for functional data. Zbl 1452.62989 Ferraty, Frédéric; Vieu, Philippe 56 2009 Cross-validated estimations in the single-functional index model. Zbl 1274.62519 Ait-Saïdi, Ahmed; Ferraty, Frédéric; Kassa, Rabah; Vieu, Philippe 84 2008 Nonparametric time series prediction: A semi-functional partial linear modeling. Zbl 1133.62075 Aneiros-Pérez, Germán; Vieu, Philippe 70 2008 Consistency of the regression estimator with functional data under long memory conditions. Zbl 1141.62314 Benhenni, K.; Hedli-Griche, S.; Rachdi, M.; Vieu, P. 21 2008 Erratum of: ‘Non-parametric models for functional data, with application in regression, time-series prediction and curve discrimination’. Zbl 1141.62315 Ferraty, F.; Vieu, P. 14 2008 Nonparametric estimation of the hazard function with explanatory functional variable. (Estimation non-paramétrique de la fonction de hasard avec variable explicative fonctionnelle.) Zbl 1168.62028 Ferraty, Frédéric; Rabhi, Abbes; Vieu, Philippe 14 2008 Optimal functional parameter in the single functional index model. (Choix optimal du paramètre fonctionnel dans le modèle à indice fonctionnel simple.) Zbl 1188.62210 Ait-Saïdi, Ahmed; Ferraty, Frédéric; Kassa, Rabah; Vieu, Philippe 2 2008 Nonparametric regression on functional data: inference and practical aspects. Zbl 1136.62031 Ferraty, Frédéric; Mas, André; Vieu, Philippe 115 2007 Nonparametric regression for functional data: automatic smoothing parameter selection. Zbl 1331.62240 Rachdi, M.; Vieu, P. 103 2007 Local smoothing regression with functional data. Zbl 1194.62042 Benkenni, K.; Ferraty, F.; Rachdi, M.; Vieu, P. 63 2007 Statistics for functional data. Zbl 1162.62338 Manteiga, Wenceslao González; Vieu, Philippe 58 2007 Factor-based comparison of groups of curves. Zbl 1162.62373 Ferraty, Frédéric; Vieu, Philippe; Viguier-Pla, Sylvie 20 2007 On the using of modal curves for radar waveforms classification. Zbl 1162.62378 Dabo-Niang, Sophie; Ferraty, Frédéric; Vieu, Philippe 10 2007 Statistical methods for biostatistics and related fields. Zbl 1098.62572 7 2007 Nonparametric functional data analysis. Theory and practice. Zbl 1119.62046 Ferraty, Frédéric; Vieu, Philippe 910 2006 Semi-functional partial linear regression. Zbl 1090.62036 Aneiros-Pérez, Germán; Vieu, Philippe 130 2006 Estimating some characteristics of the conditional distribution in nonparametric functional models. Zbl 1117.62030 Ferraty, Frédéric; Laksaci, Ali; Vieu, Philippe 82 2006 Mode estimation for functional random variable and its application for curves classification. Zbl 1090.62035 Dabo-Niang, Sophie; Ferraty, Frédéric; Vieu, Philippe 10 2006 Functional nonparametric statistics in action. Zbl 1271.62085 Ferraty, Frédéric; Vieu, Philippe 7 2006 Nonparametric and semiparametric estimation of additive models with both discrete and continuous variables under dependence. Zbl 1271.62064 Camlong-Viot, Christine; Rodríguez-Póo, Juan M.; Vieu, Philippe 5 2006 A note on quantile estimation for long-range dependent stochastic processes. Zbl 1086.62090 Youndjé, É.; Vieu, P. 3 2006 Conditional quantiles for dependent functional data with application to the climatic El Niño phenomenon. Zbl 1192.62104 Ferraty, Fr’ed’eric; Rabhi, Abbes; Vieu, Philippe 62 2005 Functional time series prediction via conditional mode estimation. Zbl 1058.62076 Ferraty, Frédéric; Laksaci, Ali; Vieu, Philippe 22 2005 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.) Zbl 1070.62025 Rachdi, Mustapha; Vieu, Philippe 2 2005 Nonparametric models for functional data, with application in regression, time-series prediction and curve discrimination. Zbl 1049.62039 Ferraty, F.; Vieu, P. 140 2004 Estimation and testing in a partial linear regression model under long-memory dependence. Zbl 1040.62028 Aneiros-Pérez, Germán; González-Manteiga, Wenceslao; Vieu, Philippe 23 2004 Mode estimation in a semi-normed vectorial space. (Estimation du mode dans un espace vectoriel semi-normé.) Zbl 1075.62024 Dabo-Niang, Sophie; Ferraty, Frédéric; Vieu, Philippe 4 2004 Curves discrimination: a nonparametric functional approach. Zbl 1429.62241 Ferraty, F.; Vieu, P. 117 2003 Modèle à indice fonctionnel simple. (Single functional index model). Zbl 1020.62032 Ferraty, Frédéric; Peuch, Agnès; Vieu, Philippe 37 2003 Nonparametric estimation under long memory dependence. Zbl 1054.62032 Estévez, G.; Vieu, P. 8 2003 Semiparametric estimation of separable models with possibly limited dependent variables. Zbl 1441.62855 Rodríguez-Póo, Juan M.; Sperlich, Stefan; Vieu, Philippe 3 2003 The functional nonparametric model and applications to spectrometric data. Zbl 1037.62032 Ferraty, Frédéric; Vieu, Philippe 120 2002 Functional nonparametric model for time series: a fractal approach for dimension reduction. Zbl 1020.62089 Ferraty, Frédéric; Goia, Aldo; Vieu, Philippe 51 2002 Convergence rate for cross-validatory bandwidth in kernel hazard estimation from dependent samples. Zbl 0988.62021 Estévez-Pérez, G.; Quintela-del-Río, A.; Vieu, P. 9 2002 A note on variable selection in nonparametric regression with dependent data. Zbl 0996.62036 González-Manteiga, Wenceslao; Quintela-del-Río, Alejandro; Vieu, Philippe 8 2002 Optimal choice of nonparametric estimates of a density and of its derivatives. Zbl 1019.62034 Horová, Ivana; Vieu, Philippe; Zelinka, Jiří 6 2002 Nonparametric regression for mixing functional random variables. (Régression non-paramétrique pour des variables aléatoires fonctionnelles mélangeantes.) Zbl 0998.62036 Ferraty, Frédéric; Goia, Aldo; Vieu, Philippe 4 2002 Data-driven model choice in multivariate nonparametric regression. Zbl 1013.62046 Vieu, Philippe 2 2002 ...and 31 more Documents all cited Publications top 5 cited Publications all top 5 Cited by 1,946 Authors 98 Vieu, Philippe 69 Laksaci, Ali 40 Rachdi, Mustapha 39 Ferraty, Frédéric 34 Shang, Han Lin 32 Ould-Saïd, Elias 31 Aneiros-Pérez, Germán 27 Dabo-Niang, Sophie 25 Bouzebda, Salim 25 Lian, Heng 18 Goia, Aldo 18 Ling, Nengxiang 18 Ruiz-Medina, María Dolores 17 Hall, Peter Gavin 16 González-Manteiga, Wenceslao 16 Quintela-Del-Río, Alejandro 16 Sarda, Pascal 15 Fraiman, Ricardo 15 Müller, Hans-Georg 15 Zhang, Zhongzhan 14 Boente, Graciela 14 Cardot, Hervé 14 Cuevas, Antonio 14 Liang, Hanying 13 Du, Jiang 13 Kokoszka, Piotr S. 13 Rabhi, Abbes 13 Vantini, Simone 13 Wang, Guochang 13 Zhang, Riquan 12 Almanjahie, Ibrahim Mufrah 12 Attouch, Mohammed Kadi 12 Härdle, Wolfgang Karl 12 Tran, Lanh Tat 11 Crambes, Christophe 11 Horváth, Lajos 11 Louani, Djamal 11 Slaoui, Yousri 11 Staicu, Ana-Maria 11 Yu, Ping 10 Cao, Jiguo 10 Demongeot, Jacques 10 Febrero-Bande, Manuel 10 Sangalli, Laura Maria 9 Benhenni, Karim 9 Kaid, Zoulikha 9 Khardani, Salah 9 Laib, Naâmane 9 Madani, Fethi 9 Mas, André 9 Nagy, Stanislav 9 Smaga, Łukasz 9 Yang, Lijian 8 Aguilera, Ana M. 8 Bongiorno, Enea Giuseppe 8 Delsol, Laurent 8 Dette, Holger 8 Gijbels, Irène 8 Girard, Stéphane 8 Hušková, Marie 8 Mateu, Jorge 8 Mourid, Tahar 8 Rice, Gregory 8 Wang, Huiwen 8 Wang, Qihua 8 Zhang, Baoxue 7 Beyaztas, Ufuk 7 Bosq, Denis 7 Cao, Ricardo 7 Chikr Elmezouar, Zouaoui 7 Debbarh, Mohammed 7 Fetitah, Omar 7 Gannoun, Ali 7 Gao, Jiti 7 Hörmann, Siegfried 7 Lin, Hongmei 7 Matsui, Hidetoshi 7 Mechab, Boubaker 7 Messaci, Fatiha 7 Panaretos, Victor M. 7 Politis, Dimitris Nicolas 7 Romo, Juan J. 7 Van Keilegom, Ingrid 7 Zhang, Tao 7 Zhou, Jianjun 6 Berrendero, Jose Ramon 6 Biau, Gérard 6 Bouchentouf, Amina Angelika 6 Cao, GuanQun 6 Cao, Ruiyuan 6 Chaouch, Mohamed Ali 6 Chiou, Jeng-Min 6 de Uña-Álvarez, Jacobo 6 Delaigle, Aurore 6 Delicado, Pedro F. 6 Greven, Sonja 6 Jacques, Julien 6 Kneip, Alois Richard 6 Lemdani, Mohamed 6 Lillo, Rosa Elvira ...and 1,846 more Authors all top 5 Cited in 171 Serials 175 Journal of Multivariate Analysis 139 Computational Statistics and Data Analysis 94 Communications in Statistics. 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