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Vieu, Philippe

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Author ID: vieu.philippe Recent zbMATH articles by "Vieu, Philippe"
Published as: Vieu, Philippe; Vieu, P.; Vieu, Ph.
Documents Indexed: 143 Publications since 1985, including 6 Books

Publications by Year

Citations contained in zbMATH Open

121 Publications have been cited 3,319 times in 1,228 Documents Cited by Year
Nonparametric functional data analysis. Theory and practice. Zbl 1119.62046
Ferraty, Frédéric; Vieu, Philippe
622
2006
Nonparametric models for functional data, with application in regression, time-series prediction and curve discrimination. Zbl 1049.62039
Ferraty, F.; Vieu, P.
122
2004
The functional nonparametric model and applications to spectrometric data. Zbl 1037.62032
Ferraty, Frédéric; Vieu, Philippe
105
2002
Semi-functional partial linear regression. Zbl 1090.62036
Aneiros-Pérez, Germán; Vieu, Philippe
105
2006
Curves discrimination: a nonparametric functional approach. Zbl 1429.62241
Ferraty, F.; Vieu, P.
96
2003
Nonparametric curve estimation from time series. Zbl 0697.62038
Györfi, Lázló; Härdle, Wolfgang; Sarda, Pascal; Vieu, Philippe
93
1989
Nonparametric regression on functional data: inference and practical aspects. Zbl 1136.62031
Ferraty, Frédéric; Mas, André; Vieu, Philippe
91
2007
An introduction to recent advances in high/infinite dimensional statistics. Zbl 1384.00073
Goia, Aldo (ed.); Vieu, Philippe (ed.)
84
2016
Nonparametric regression for functional data: automatic smoothing parameter selection. Zbl 1331.62240
Rachdi, M.; Vieu, P.
80
2007
Rate of uniform consistency for nonparametric estimates with functional variables. Zbl 1177.62044
Ferraty, Frédéric; Laksaci, Ali; Tadj, Amel; Vieu, Philippe
79
2010
Data-driven bandwidth choice for density estimation based on dependent data. Zbl 0703.62045
Hart, Jeffrey D.; Vieu, Philippe
74
1990
Estimating some characteristics of the conditional distribution in nonparametric functional models. Zbl 1117.62030
Ferraty, Frédéric; Laksaci, Ali; Vieu, Philippe
64
2006
Nonparametric time series prediction: A semi-functional partial linear modeling. Zbl 1133.62075
Aneiros-Pérez, Germán; Vieu, Philippe
61
2008
Kernel regression smoothing of time series. Zbl 0759.62016
Härdle, Wolfgang; Vieu, Philippe
59
1992
Cross-validated estimations in the single-functional index model. Zbl 1274.62519
Ait-Saïdi, Ahmed; Ferraty, Frédéric; Kassa, Rabah; Vieu, Philippe
58
2008
Statistics for functional data. Zbl 1162.62338
Manteiga, Wenceslao González; Vieu, Philippe
51
2007
Local smoothing regression with functional data. Zbl 1194.62042
Benkenni, K.; Ferraty, F.; Rachdi, M.; Vieu, P.
48
2007
Additive prediction and boosting for functional data. Zbl 1452.62989
Ferraty, Frédéric; Vieu, Philippe
47
2009
\(k\)-nearest neighbour method in functional nonparametric regression. Zbl 1161.62017
Burba, Florent; Ferraty, Frédéric; Vieu, Philippe
46
2009
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
46
2005
On the validity of the bootstrap in non-parametric functional regression. Zbl 1223.62042
Ferraty, Frééric; van Keilegom, Ingrid; Vieu, Philippe
46
2010
Functional nonparametric model for time series: a fractal approach for dimension reduction. Zbl 1020.62089
Ferraty, Frédéric; Goia, Aldo; Vieu, Philippe
45
2002
Functional projection pursuit regression. Zbl 1367.62117
Ferraty, F.; Goia, A.; Salinelli, E.; Vieu, P.
43
2013
Regression when both response and predictor are functions. Zbl 1241.62054
Ferraty, F.; Van Keilegom, I.; Vieu, P.
41
2012
Uniform consistency of \(k\mathrm{NN}\) regressors for functional variables. Zbl 1277.62113
Kudraszow, Nadia L.; Vieu, Philippe
41
2013
Locally modelled regression and functional data. Zbl 1327.62191
Barrientos-Marin, J.; Ferraty, F.; Vieu, P.
40
2010
Variable selection in infinite-dimensional problems. Zbl 1320.62163
Aneiros, Germán; Vieu, Philippe
36
2014
Kernel regression with functional response. Zbl 1274.62281
Ferraty, Frédéric; Laksaci, Ali; Tadj, Amel; Vieu, Philippe
35
2011
A partitioned single functional index model. Zbl 1342.65034
Goia, Aldo; Vieu, Philippe
35
2015
Partial linear modelling with multi-functional covariates. Zbl 1342.65016
Aneiros, Germán; Vieu, Philippe
33
2015
Quadratic errors for nonparametric estimates under dependence. Zbl 0751.62022
Vieu, Philippe
32
1991
A note on density mode estimation. Zbl 0847.62024
Vieu, Philippe
32
1996
Most-predictive design points for functional data predictors. Zbl 1204.62064
Ferraty, F.; Hall, P.; Vieu, P.
32
2010
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
30
2000
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
Bongiorno, Enea G. (ed.); Goia, Aldo (ed.); Salinelli, Ernesto (ed.); Vieu, Philippe (ed.)
28
2014
Data-driven \(k\)NN estimation in nonparametric functional data analysis. Zbl 1351.62084
Kara, Lydia-Zaitri; Laksaci, Ali; Rachdi, Mustapha; Vieu, Philippe
25
2017
Nonparametric modelling for functional data: selected survey and tracks for future. Zbl 1411.62084
Ling, Nengxiang; Vieu, Philippe
23
2018
Modèle à indice fonctionnel simple. (Single functional index model). Zbl 1020.62032
Ferraty, Frédéric; Peuch, Agnès; Vieu, Philippe
22
2003
Estimation and testing in a partial linear regression model under long-memory dependence. Zbl 1040.62028
Aneiros-Pérez, Germán; González-Manteiga, Wenceslao; Vieu, Philippe
22
2004
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
A nonparametric conditional mode estimate. Zbl 0887.62039
Quintela-del-Río, A.; Vieu, Ph.
20
1997
Presmoothing in functional linear regression. Zbl 1417.62189
Ferraty, Frédéric; González-Manteiga, Wenceslao; Martinez-Calvo, Adela; Vieu, Philippe
20
2012
Recent advances in functional data analysis and high-dimensional statistics. Zbl 1415.62043
Aneiros, Germán; Cao, Ricardo; Fraiman, Ricardo; Genest, Christian; Vieu, Philippe
19
2019
Automatic estimation procedure in partial linear model with functional data. Zbl 1229.62045
Aneiros-Pérez, Germán; Vieu, Philippe
19
2011
Local data-driven bandwidth choice for density estimation. Zbl 0689.62027
Mielniczuk, Jan; Sarda, Pascal; Vieu, Philippe
19
1989
Nonparametric regression estimation for functional stationary ergodic data with missing at random. Zbl 1314.62102
Ling, Nengxiang; Liang, Longlong; Vieu, Philippe
18
2015
Structural test in regression on functional variables. Zbl 1207.62096
Delsol, Laurent; Ferraty, Frédéric; Vieu, Philippe
17
2011
Nonparametric regression: Optimal local bandwidth choice. Zbl 0800.62217
Vieu, Philippe
17
1991
Smoothing parameter selection in hazard estimation. Zbl 0724.62043
Sarda, P.; Vieu, P.
17
1991
Factor-based comparison of groups of curves. Zbl 1162.62373
Ferraty, Frédéric; Vieu, Philippe; Viguier-Pla, Sylvie
16
2007
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
Sparse nonparametric model for regression with functional covariate. Zbl 1348.62131
Aneiros, G.; Vieu, P.
15
2016
Variable selection in partial linear regression with functional covariate. Zbl 1337.62071
Aneiros, G.; Ferraty, F.; Vieu, P.
14
2015
On dimension reduction models for functional data. Zbl 06892182
Vieu, Philippe
14
2018
Bootstrap confidence intervals in functional nonparametric regression under dependence. Zbl 1346.62082
Raña, Paula; Aneiros, Germán; Vilar, Juan; Vieu, Philippe
14
2016
Testing linearity in semi-parametric functional data analysis. Zbl 1305.65020
Aneiros-Pérez, Germán; Vieu, Philippe
13
2013
Order choice in nonlinear autoregressive models. Zbl 0836.62067
Vieu, Philippe
13
1995
Functional time series prediction via conditional mode estimation. Zbl 1058.62076
Ferraty, Frédéric; Laksaci, Ali; Vieu, Philippe
13
2005
Mean estimation with data missing at random for functional covariables. Zbl 1440.62129
Ferraty, Frédéric; Sued, Mariela; Vieu, Philippe
13
2013
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
Aneiros, Germán (ed.); Bongiorno, Enea G. (ed.); Cao, Ricardo (ed.); Vieu, Philippe (ed.)
13
2017
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.
13
2008
Longitudinal data with nonstationary errors: A nonparametric three-stage approach. Zbl 0945.62042
Núñez-Antón, Vicente; Rodríguez-Póo, Juan M.; Vieu, Philippe
12
1999
Uniform in bandwidth consistency for various kernel estimators involving functional data. Zbl 1365.62163
Kara-Zaitri, Lydia; Laksaci, Ali; Rachdi, Mustapha; Vieu, Philippe
12
2017
On the using of modal curves for radar waveforms classification. Zbl 1162.62378
Dabo-Niang, Sophie; Ferraty, Frédéric; Vieu, Philippe
10
2007
Kernel regression. Zbl 0980.62029
Sarda, Pascal; Vieu, Philippe
10
2000
Mode estimation for functional random variable and its application for curves classification. Zbl 1090.62035
Dabo-Niang, Sophie; Ferraty, Frédéric; Vieu, Philippe
10
2006
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
10
2008
Conditional mode estimation for functional stationary ergodic data with responses missing at random. Zbl 1358.62036
Ling, Nengxiang; Liu, Yang; Vieu, Philippe
10
2016
Choice of regressors in nonparametric estimation. Zbl 0937.62583
Vieu, Philippe
9
1994
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.
8
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
Additive time series: The kernel integration method. Zbl 1008.62039
Camlong-Viot, Ch.; Sarda, P.; Vieu, Ph.
8
2000
Nonparametric estimation of a surrogate density function in infinite-dimensional spaces. Zbl 1241.62042
Ferraty, Frédéric; Kudraszow, Nadia; Vieu, Philippe
7
2012
A nonparametric model for unbalanced longitudinal data with application to geophysical data. Zbl 0936.62045
Boularan, J.; Ferre, L.; Vieu, P.
7
1995
Analysis of time of occurrence of earthquakes: A functional data approach. Zbl 1219.86016
Quintela-Del-Río, A.; Ferraty, F.; Vieu, P.
7
2011
Editorial on the special issue on functional data analysis and related topics. Zbl 1417.00073
Aneiros, Germán (ed.); Cao, Ricardo (ed.); Vieu, Philippe (ed.)
7
2019
Editorial for the special issue on functional data analysis and related topics. Zbl 1410.00037
Aneiros, Germán (ed.); Cao, Ricardo (ed.); Fraiman, Ricardo (ed.); Vieu, Philippe (ed.)
6
2019
Location of particular points in non-parametric regression analysis. Zbl 0838.62023
Boularan, Joël; Ferré, Louis; Vieu, Philippe
6
1995
Functional nonparametric statistics in action. Zbl 1271.62085
Ferraty, Frédéric; Vieu, Philippe
6
2006
Comments on: “Probability enhanced effective dimension reduction for classifying sparse functional data”. Zbl 1336.62169
Aneiros, Germán; Vieu, Philippe
6
2016
Nonparametric estimation under long memory dependence. Zbl 1054.62032
Estévez, G.; Vieu, P.
6
2003
Specification test for conditional distribution with functional data. Zbl 1235.62051
Ferraty, Frederic; Quintela-Del-Río, Alejandro; Vieu, Philippe
6
2012
Automatic and location-adaptive estimation in functional single-index regression. Zbl 1418.62164
Novo, Silvia; Aneiros, Germán; Vieu, Philippe
6
2019
Optimal smooth hazard estimates. Zbl 0882.62036
Youndjé, É.; Sarda, P.; Vieu, P.
5
1996
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
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
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
4
2006
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
4
1988
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
Optimal choice of nonparametric estimates of a density and of its derivatives. Zbl 1019.62034
Horová, Ivana; Vieu, Philippe; Zelinka, Jiří
4
2002
Convergence uniforme d’estimateurs de la fonction de hasard pour des observations dépendantes: méthodes du noyau et des k-points les plus proches. (Strong uniform consistency of kernel and k-nearest neighbour estimates of the hazard rate from dependent observations). Zbl 0585.62072
Collomb, Gérard; Hassani, Salima; Sarda, Pascal; Vieu, Philippe
4
1985
Bootstrap in semi-functional partial linear regression under dependence. Zbl 1417.62071
Aneiros, Germán; Raña, Paula; Vieu, Philippe; Vilar, Juan
4
2018
Choosing the most relevant level sets for depicting a sample of densities. Zbl 1417.62062
Delicado, Pedro; Vieu, Philippe
4
2017
Evaluating the complexity of some families of functional data. Zbl 1395.62085
Bongiorno, Enea G.; Goia, Aldo; Vieu, Philippe
3
2018
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
3
2012
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
Some advances on semi-parametric functional data modelling. Zbl 1430.62077
Goia, Aldo; Vieu, Philippe
3
2014
Uniform consistency rate of \(k\)NN regression estimation for functional time series data. Zbl 1418.62160
Ling, Nengxiang; Meng, Shuyu; Vieu, Philippe
3
2019
\(k\)NN estimation in functional partial linear modeling. Zbl 1437.62701
Ling, Nengxiang; Aneiros, Germán; Vieu, Philippe
2
2020
Estimating the complexity index of functional data: some asymptotics. Zbl 1440.62407
Bongiorno, E. G.; Goia, A.; Vieu, P.
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
19
2019
Editorial on the special issue on functional data analysis and related topics. Zbl 1417.00073
Aneiros, Germán; Cao, Ricardo; Vieu, Philippe
7
2019
Editorial for the special issue on functional data analysis and related topics. Zbl 1410.00037
Aneiros, Germán; Cao, Ricardo; Fraiman, Ricardo; Vieu, Philippe
6
2019
Automatic and location-adaptive estimation in functional single-index regression. Zbl 1418.62164
Novo, Silvia; Aneiros, Germán; Vieu, Philippe
6
2019
Uniform consistency rate of \(k\)NN regression estimation for functional time series data. Zbl 1418.62160
Ling, Nengxiang; Meng, Shuyu; Vieu, Philippe
3
2019
Modeling functional data: a test procedure. Zbl 1417.65029
Bongiorno, Enea G.; Goia, Aldo; Vieu, Philippe
3
2019
Semi-functional partially linear regression model with responses missing at random. Zbl 1417.62085
Ling, Nengxiang; Kan, Rui; Vieu, Philippe; Meng, Shuyu
2
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.
1
2019
Nonparametric modelling for functional data: selected survey and tracks for future. Zbl 1411.62084
Ling, Nengxiang; Vieu, Philippe
23
2018
On dimension reduction models for functional data. Zbl 06892182
Vieu, Philippe
14
2018
Bootstrap in semi-functional partial linear regression under dependence. Zbl 1417.62071
Aneiros, Germán; Raña, Paula; Vieu, Philippe; Vilar, Juan
4
2018
Evaluating the complexity of some families of functional data. Zbl 1395.62085
Bongiorno, Enea G.; Goia, Aldo; Vieu, Philippe
3
2018
Data-driven \(k\)NN estimation in nonparametric functional data analysis. Zbl 1351.62084
Kara, Lydia-Zaitri; Laksaci, Ali; Rachdi, Mustapha; Vieu, Philippe
25
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
Aneiros, Germán; Bongiorno, Enea G.; Cao, Ricardo; Vieu, Philippe
13
2017
Uniform in bandwidth consistency for various kernel estimators involving functional data. Zbl 1365.62163
Kara-Zaitri, Lydia; Laksaci, Ali; Rachdi, Mustapha; Vieu, Philippe
12
2017
Choosing the most relevant level sets for depicting a sample of densities. Zbl 1417.62062
Delicado, Pedro; Vieu, Philippe
4
2017
An introduction to recent advances in high/infinite dimensional statistics. Zbl 1384.00073
Goia, Aldo; Vieu, Philippe
84
2016
Sparse nonparametric model for regression with functional covariate. Zbl 1348.62131
Aneiros, G.; Vieu, P.
15
2016
Bootstrap confidence intervals in functional nonparametric regression under dependence. Zbl 1346.62082
Raña, Paula; Aneiros, Germán; Vilar, Juan; Vieu, Philippe
14
2016
Conditional mode estimation for functional stationary ergodic data with responses missing at random. Zbl 1358.62036
Ling, Nengxiang; Liu, Yang; Vieu, Philippe
10
2016
Comments on: “Probability enhanced effective dimension reduction for classifying sparse functional data”. Zbl 1336.62169
Aneiros, Germán; Vieu, Philippe
6
2016
A partitioned single functional index model. Zbl 1342.65034
Goia, Aldo; Vieu, Philippe
35
2015
Partial linear modelling with multi-functional covariates. Zbl 1342.65016
Aneiros, Germán; Vieu, Philippe
33
2015
Nonparametric regression estimation for functional stationary ergodic data with missing at random. Zbl 1314.62102
Ling, Nengxiang; Liang, Longlong; Vieu, Philippe
18
2015
Error variance estimation in semi-functional partially linear regression models. Zbl 1327.62189
Aneiros, Germán; Ling, Nengxiang; Vieu, Philippe
15
2015
Variable selection in partial linear regression with functional covariate. Zbl 1337.62071
Aneiros, G.; Ferraty, F.; Vieu, P.
14
2015
Optimal level sets for bivariate density representation. Zbl 1325.62038
Delicado, Pedro; Vieu, Philippe
3
2015
Variable selection in infinite-dimensional problems. Zbl 1320.62163
Aneiros, Germán; Vieu, Philippe
36
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
Bongiorno, Enea G.; Goia, Aldo; Salinelli, Ernesto; Vieu, Philippe
28
2014
Some advances on semi-parametric functional data modelling. Zbl 1430.62077
Goia, Aldo; Vieu, Philippe
3
2014
Peak-load forecasting using a functional semi-parametric approach. Zbl 1331.62497
Ferraty, Frédéric; Goia, Aldo; Salinelli, Ernesto; Vieu, Philippe
1
2014
Functional projection pursuit regression. Zbl 1367.62117
Ferraty, F.; Goia, A.; Salinelli, E.; Vieu, P.
43
2013
Uniform consistency of \(k\mathrm{NN}\) regressors for functional variables. Zbl 1277.62113
Kudraszow, Nadia L.; Vieu, Philippe
41
2013
Testing linearity in semi-parametric functional data analysis. Zbl 1305.65020
Aneiros-Pérez, Germán; Vieu, Philippe
13
2013
Mean estimation with data missing at random for functional covariables. Zbl 1440.62129
Ferraty, Frédéric; Sued, Mariela; Vieu, Philippe
13
2013
Regression when both response and predictor are functions. Zbl 1241.62054
Ferraty, F.; Van Keilegom, I.; Vieu, P.
41
2012
Presmoothing in functional linear regression. Zbl 1417.62189
Ferraty, Frédéric; González-Manteiga, Wenceslao; Martinez-Calvo, Adela; Vieu, Philippe
20
2012
Nonparametric estimation of a surrogate density function in infinite-dimensional spaces. Zbl 1241.62042
Ferraty, Frédéric; Kudraszow, Nadia; Vieu, Philippe
7
2012
Specification test for conditional distribution with functional data. Zbl 1235.62051
Ferraty, Frederic; Quintela-Del-Río, Alejandro; Vieu, Philippe
6
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
3
2012
Kernel regression with functional response. Zbl 1274.62281
Ferraty, Frédéric; Laksaci, Ali; Tadj, Amel; Vieu, Philippe
35
2011
Automatic estimation procedure in partial linear model with functional data. Zbl 1229.62045
Aneiros-Pérez, Germán; Vieu, Philippe
19
2011
Structural test in regression on functional variables. Zbl 1207.62096
Delsol, Laurent; Ferraty, Frédéric; Vieu, Philippe
17
2011
Analysis of time of occurrence of earthquakes: A functional data approach. Zbl 1219.86016
Quintela-Del-Río, A.; Ferraty, F.; Vieu, P.
7
2011
Rate of uniform consistency for nonparametric estimates with functional variables. Zbl 1177.62044
Ferraty, Frédéric; Laksaci, Ali; Tadj, Amel; Vieu, Philippe
79
2010
On the validity of the bootstrap in non-parametric functional regression. Zbl 1223.62042
Ferraty, Frééric; van Keilegom, Ingrid; Vieu, Philippe
46
2010
Locally modelled regression and functional data. Zbl 1327.62191
Barrientos-Marin, J.; Ferraty, F.; Vieu, P.
40
2010
Most-predictive design points for functional data predictors. Zbl 1204.62064
Ferraty, F.; Hall, P.; Vieu, P.
32
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
Additive prediction and boosting for functional data. Zbl 1452.62989
Ferraty, Frédéric; Vieu, Philippe
47
2009
\(k\)-nearest neighbour method in functional nonparametric regression. Zbl 1161.62017
Burba, Florent; Ferraty, Frédéric; Vieu, Philippe
46
2009
Nonparametric time series prediction: A semi-functional partial linear modeling. Zbl 1133.62075
Aneiros-Pérez, Germán; Vieu, Philippe
61
2008
Cross-validated estimations in the single-functional index model. Zbl 1274.62519
Ait-Saïdi, Ahmed; Ferraty, Frédéric; Kassa, Rabah; Vieu, Philippe
58
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.
13
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
10
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
91
2007
Nonparametric regression for functional data: automatic smoothing parameter selection. Zbl 1331.62240
Rachdi, M.; Vieu, P.
80
2007
Statistics for functional data. Zbl 1162.62338
Manteiga, Wenceslao González; Vieu, Philippe
51
2007
Local smoothing regression with functional data. Zbl 1194.62042
Benkenni, K.; Ferraty, F.; Rachdi, M.; Vieu, P.
48
2007
Factor-based comparison of groups of curves. Zbl 1162.62373
Ferraty, Frédéric; Vieu, Philippe; Viguier-Pla, Sylvie
16
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
Härdle, Wolfgang; Mori, Yuichi; Vieu, Philippe
2
2007
Nonparametric functional data analysis. Theory and practice. Zbl 1119.62046
Ferraty, Frédéric; Vieu, Philippe
622
2006
Semi-functional partial linear regression. Zbl 1090.62036
Aneiros-Pérez, Germán; Vieu, Philippe
105
2006
Estimating some characteristics of the conditional distribution in nonparametric functional models. Zbl 1117.62030
Ferraty, Frédéric; Laksaci, Ali; Vieu, Philippe
64
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
6
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
4
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
46
2005
Functional time series prediction via conditional mode estimation. Zbl 1058.62076
Ferraty, Frédéric; Laksaci, Ali; Vieu, Philippe
13
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.
122
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
22
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.
96
2003
Modèle à indice fonctionnel simple. (Single functional index model). Zbl 1020.62032
Ferraty, Frédéric; Peuch, Agnès; Vieu, Philippe
22
2003
Nonparametric estimation under long memory dependence. Zbl 1054.62032
Estévez, G.; Vieu, P.
6
2003
Semiparametric estimation of separable models with possibly limited dependent variables. Zbl 1441.62855
Rodríguez-Póo, Juan M.; Sperlich, Stefan; Vieu, Philippe
1
2003
The functional nonparametric model and applications to spectrometric data. Zbl 1037.62032
Ferraty, Frédéric; Vieu, Philippe
105
2002
Functional nonparametric model for time series: a fractal approach for dimension reduction. Zbl 1020.62089
Ferraty, Frédéric; Goia, Aldo; Vieu, Philippe
45
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.
8
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
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
Optimal choice of nonparametric estimates of a density and of its derivatives. Zbl 1019.62034
Horová, Ivana; Vieu, Philippe; Zelinka, Jiří
4
2002
Data-driven model choice in multivariate nonparametric regression. Zbl 1013.62046
Vieu, Philippe
2
2002
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
30
2000
Kernel regression. Zbl 0980.62029
Sarda, Pascal; Vieu, Philippe
10
2000
Additive time series: The kernel integration method. Zbl 1008.62039
Camlong-Viot, Ch.; Sarda, P.; Vieu, Ph.
8
2000
Longitudinal data with nonstationary errors: A nonparametric three-stage approach. Zbl 0945.62042
Núñez-Antón, Vicente; Rodríguez-Póo, Juan M.; Vieu, Philippe
12
1999
Multiple kernel procedure: an asymptotic support. Zbl 0921.62046
Vieu, Philippe
1
1999
A nonparametric conditional mode estimate. Zbl 0887.62039
Quintela-del-Río, A.; Vieu, Ph.
20
1997
A note on density mode estimation. Zbl 0847.62024
Vieu, Philippe
32
1996
Optimal smooth hazard estimates. Zbl 0882.62036
Youndjé, É.; Sarda, P.; Vieu, P.
5
1996
On multidimensional nonparametric regression. Zbl 0894.62048
Vieu, Philippe; Pelegrina, Laurent; Sarda, Pascal
1
1996
Order choice in nonlinear autoregressive models. Zbl 0836.62067
Vieu, Philippe
13
1995
...and 21 more Documents
all top 5

Cited by 1,453 Authors

92 Vieu, Philippe
53 Laksaci, Ali
37 Ferraty, Frédéric
34 Rachdi, Mustapha
28 Ould-Saïd, Elias
26 Aneiros-Pérez, Germán
21 Lian, Heng
20 Dabo-Niang, Sophie
16 Goia, Aldo
16 Hall, Peter Gavin
16 Ruiz-Medina, María Dolores
16 Sarda, Pascal
15 Ling, Nengxiang
15 Quintela-Del-Río, Alejandro
15 Shang, Han Lin
14 Cardot, Hervé
14 González-Manteiga, Wenceslao
14 Liang, Hanying
13 Cuevas, Antonio
13 Fraiman, Ricardo
12 Müller, Hans-Georg
11 Boente, Graciela
11 Du, Jiang
11 Louani, Djamal
11 Tran, Lanh Tat
10 Crambes, Christophe
10 Härdle, Wolfgang Karl
10 Zhang, Zhongzhan
9 Benhenni, Karim
9 Bouzebda, Salim
9 Demongeot, Jacques
9 Febrero-Bande, Manuel
9 Horváth, Lajos
9 Kokoszka, Piotr S.
9 Laib, Naâmane
9 Staicu, Ana-Maria
9 Vantini, Simone
8 Delsol, Laurent
8 Mas, André
8 Nagy, Stanislav
8 Wang, Guochang
7 Bosq, Denis
7 Cao, Ricardo
7 Chaouch, Mohamed Ali
7 Debbarh, Mohammed
7 Rabhi, Abbes
7 Wang, Huiwen
7 Yu, Ping
7 Zhou, Jianjun
6 Aguilera, Ana M.
6 Biau, Gérard
6 Bongiorno, Enea G.
6 Cao, GuanQun
6 Chiou, Jeng-Min
6 de Uña-Álvarez, Jacobo
6 Delicado, Pedro F.
6 Gijbels, Irène
6 Girard, Stéphane
6 Greven, Sonja
6 Lemdani, Mohamed
6 Madani, Fethi
6 Matsui, Hidetoshi
6 Messaci, Fatiha
6 Rodríguez-Póo, Juan Manuel
6 Romo, Juan J.
6 Sangalli, Laura Maria
6 Scheipl, Fabian
6 Secchi, Piercesare
6 Slaoui, Yousri
6 Smaga, Łukasz
6 Wang, Qihua
6 Yang, Lijian
5 Ait-Hennani, Larbi
5 Berrendero, Jose Ramon
5 Bouchentouf, Amina Angelika
5 Cadre, Benoît
5 Cai, Zongwu
5 Cuesta-Albertos, Juan Antonio
5 Dette, Holger
5 Escabias, Manuel
5 Estévez-Pérez, Graciela
5 Febrero, Manuel
5 Ferré, Louis
5 Gannoun, Ali
5 Giraldo, Ramón
5 Hušková, Marie
5 Jacques, Julien
5 James, Gareth M.
5 Khardani, Salah
5 Kneip, Alois Richard
5 Konishi, Sadanori
5 Mateu, Jorge
5 Mourid, Tahar
5 Nobel, Andrew B.
5 Paganoni, Anna Maria
5 Politis, Dimitris Nicolas
5 Preda, Cristian
5 Rice, Gregory
5 Van Keilegom, Ingrid
5 Vilar Fernandez, Juan Manuel
...and 1,353 more Authors
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Cited in 137 Serials

125 Journal of Multivariate Analysis
125 Computational Statistics and Data Analysis
77 Statistics & Probability Letters
72 Journal of Nonparametric Statistics
69 Journal of Statistical Planning and Inference
48 Communications in Statistics. Theory and Methods
46 Computational Statistics
44 The Annals of Statistics
42 Comptes Rendus. Mathématique. Académie des Sciences, Paris
40 Test
37 Electronic Journal of Statistics
27 Statistics
20 Annals of the Institute of Statistical Mathematics
17 Metrika
17 Journal of Econometrics
16 Statistical Papers
15 Journal of the American Statistical Association
15 Journal of Applied Statistics
15 Advances in Data Analysis and Classification. ADAC
14 The Canadian Journal of Statistics
14 Journal of Statistical Computation and Simulation
14 The Annals of Applied Statistics
13 Scandinavian Journal of Statistics
13 Statistical Methods and Applications
12 Bernoulli
11 AStA. Advances in Statistical Analysis
11 Statistics and Computing
10 Journal of the Korean Statistical Society
9 Mathematical Methods of Statistics
8 Biometrics
8 Communications in Statistics. Simulation and Computation
8 Stochastic Processes and their Applications
8 Statistical Modelling
7 Statistical Inference for Stochastic Processes
6 Journal of Probability and Statistics
5 Journal of Classification
5 European Series in Applied and Industrial Mathematics (ESAIM): Probability and Statistics
5 Journal of the Royal Statistical Society. Series B. Statistical Methodology
5 Journal of Statistical Theory and Practice
4 Journal of Time Series Analysis
4 Acta Mathematicae Applicatae Sinica. English Series
4 Econometric Reviews
4 Econometric Theory
4 Journal of Systems Science and Complexity
4 Sankhyā. Series A
3 Information Sciences
3 Probability Theory and Related Fields
3 Journal of Economic Dynamics & Control
3 Stochastic Environmental Research and Risk Assessment
3 Brazilian Journal of Probability and Statistics
3 Mathematical Geosciences
3 Acta Universitatis Sapientiae. Mathematica
3 Science China. Mathematics
2 International Journal of Control
2 Psychometrika
2 Applied Mathematics and Computation
2 Automatica
2 Kybernetika
2 Stochastic Analysis and Applications
2 Revue de Statistique Appliquée
2 Journal of Complexity
2 Neural Computation
2 European Journal of Operational Research
2 Applicationes Mathematicae
2 Mathematical Problems in Engineering
2 Australian & New Zealand Journal of Statistics
2 Revista Matemática Complutense
2 Journal of Machine Learning Research (JMLR)
2 Statistics Surveys
2 Advances in Decision Sciences
2 Journal of Agricultural, Biological, and Environmental Statistics
2 Arabian Journal of Mathematics
2 Dependence Modeling
2 Journal of Siberian Federal University. Mathematics & Physics
2 Japanese Journal of Statistics and Data Science
1 Indian Journal of Pure & Applied Mathematics
1 International Journal of Systems Science
1 Inverse Problems
1 Journal of the Franklin Institute
1 Lithuanian Mathematical Journal
1 Rocky Mountain Journal of Mathematics
1 Theoretical and Mathematical Physics
1 The Annals of Probability
1 Journal of Computational and Applied Mathematics
1 Mathematics and Computers in Simulation
1 Metron
1 Insurance Mathematics & Economics
1 Chinese Annals of Mathematics. Series B
1 Physica D
1 Sequential Analysis
1 Statistical Science
1 Computers & Operations Research
1 International Journal of Approximate Reasoning
1 Applied Mathematics Letters
1 Neural Networks
1 Annals of Operations Research
1 Applications of Mathematics
1 Pattern Recognition
1 Annales de l’Institut Henri Poincaré. Probabilités et Statistiques
1 International Journal of Bifurcation and Chaos in Applied Sciences and Engineering
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