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Author ID: vieu.philippe Recent zbMATH articles by "Vieu, Philippe"
Published as: Vieu, Philippe; Vieu, P.; Vieu, Ph.
Homepage: https://www.math.univ-toulouse.fr/en/annuaire/e18ee968-3a94-4685-b3b7-233c6c0b0f...
External Links: MGP · ResearchGate · dblp

Publications by Year

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 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
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Cited in 171 Serials

175 Journal of Multivariate Analysis
139 Computational Statistics and Data Analysis
94 Communications in Statistics. Theory and Methods
85 Statistics & Probability Letters
80 Journal of Nonparametric Statistics
76 Journal of Statistical Planning and Inference
53 Computational Statistics
49 The Annals of Statistics
47 Test
46 Electronic Journal of Statistics
43 Comptes Rendus. Mathématique. Académie des Sciences, Paris
30 Statistics
28 Journal of the American Statistical Association
26 Journal of Applied Statistics
22 Metrika
22 Annals of the Institute of Statistical Mathematics
22 Communications in Statistics. Simulation and Computation
21 Journal of Econometrics
21 Journal of Statistical Computation and Simulation
20 Advances in Data Analysis and Classification. ADAC
20 Statistics and Computing
18 Statistical Papers
17 Bernoulli
17 Journal of the Korean Statistical Society
17 The Annals of Applied Statistics
15 The Canadian Journal of Statistics
14 Scandinavian Journal of Statistics
14 Statistical Methods and Applications
13 Statistica Sinica
12 AStA. Advances in Statistical Analysis
11 Biometrics
11 Mathematical Methods of Statistics
11 Journal of Computational and Graphical Statistics
10 Stochastic Processes and their Applications
9 Econometric Reviews
9 Statistical Inference for Stochastic Processes
8 Statistical Modelling
8 Applications and Applied Mathematics
8 Sankhyā. Series A
7 International Statistical Review
7 Journal of Time Series Analysis
7 Brazilian Journal of Probability and Statistics
7 Journal of Systems Science and Complexity
6 Journal of Machine Learning Research (JMLR)
6 Journal of Probability and Statistics
5 Journal of Classification
5 European Series in Applied and Industrial Mathematics (ESAIM): Probability and Statistics
5 Australian & New Zealand Journal of Statistics
5 Journal of the Royal Statistical Society. Series B. Statistical Methodology
5 Journal of Statistical Theory and Practice
4 Information Sciences
4 Kybernetika
4 Statistica
4 Statistica Neerlandica
4 Acta Mathematicae Applicatae Sinica. English Series
4 Acta Mathematica Sinica. English Series
4 Econometric Theory
4 Acta Universitatis Sapientiae. Mathematica
4 Afrika Statistika
4 Science China. Mathematics
4 Journal of Agricultural, Biological, and Environmental Statistics
4 Japanese Journal of Statistics and Data Science
3 Applied Mathematics and Computation
3 Probability Theory and Related Fields
3 Journal of Complexity
3 Journal of Economic Dynamics & Control
3 Annales de l’Institut Henri Poincaré. Probabilités et Statistiques
3 Revista Matemática Complutense
3 Stochastic Environmental Research and Risk Assessment
3 Mathematical Modelling and Analysis
3 Hacettepe Journal of Mathematics and Statistics
3 Bulletin of the Institute of Mathematics. Academia Sinica. New Series
3 Mathematical Geosciences
3 Chilean Journal of Statistics
3 Journal of Siberian Federal University. Mathematics & Physics
2 International Journal of Control
2 Lithuanian Mathematical Journal
2 Psychometrika
2 Automatica
2 Journal of Computational and Applied Mathematics
2 Metron
2 Stochastic Analysis and Applications
2 Revue de Statistique Appliquée
2 Revista Colombiana de Estadística
2 Statistical Science
2 Computers & Operations Research
2 International Journal of Approximate Reasoning
2 Machine Learning
2 Neural Computation
2 European Journal of Operational Research
2 Applicationes Mathematicae
2 Mathematical Problems in Engineering
2 Methodology and Computing in Applied Probability
2 REVSTAT
2 Statistics Surveys
2 Advances in Decision Sciences
2 Statistics & Risk Modeling
2 Arabian Journal of Mathematics
2 Dependence Modeling
2 SIAM/ASA Journal on Uncertainty Quantification
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