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Author ID: vieu.philippe Recent zbMATH articles by "Vieu, Philippe"
Published as: Vieu, Philippe; Vieu, P.; Vieu, Ph.

Publications by Year

Citations contained in zbMATH Open

127 Publications have been cited 3,879 times in 1,423 Documents Cited by Year
Nonparametric functional data analysis. Theory and practice. Zbl 1119.62046
Ferraty, Frédéric; Vieu, Philippe
747
2006
Nonparametric models for functional data, with application in regression, time-series prediction and curve discrimination. Zbl 1049.62039
Ferraty, F.; Vieu, P.
128
2004
An introduction to recent advances in high/infinite dimensional statistics. Zbl 1384.00073
127
2016
Semi-functional partial linear regression. Zbl 1090.62036
Aneiros-Pérez, Germán; Vieu, Philippe
122
2006
The functional nonparametric model and applications to spectrometric data. Zbl 1037.62032
Ferraty, Frédéric; Vieu, Philippe
110
2002
Curves discrimination: a nonparametric functional approach. Zbl 1429.62241
Ferraty, F.; Vieu, P.
106
2003
Nonparametric regression on functional data: inference and practical aspects. Zbl 1136.62031
Ferraty, Frédéric; Mas, André; Vieu, Philippe
102
2007
Nonparametric curve estimation from time series. Zbl 0697.62038
Györfi, Lázló; Härdle, Wolfgang; Sarda, Pascal; Vieu, Philippe
100
1989
Nonparametric regression for functional data: automatic smoothing parameter selection. Zbl 1331.62240
Rachdi, M.; Vieu, P.
92
2007
Rate of uniform consistency for nonparametric estimates with functional variables. Zbl 1177.62044
Ferraty, Frédéric; Laksaci, Ali; Tadj, Amel; Vieu, Philippe
92
2010
Data-driven bandwidth choice for density estimation based on dependent data. Zbl 0703.62045
Hart, Jeffrey D.; Vieu, Philippe
78
1990
Estimating some characteristics of the conditional distribution in nonparametric functional models. Zbl 1117.62030
Ferraty, Frédéric; Laksaci, Ali; Vieu, Philippe
74
2006
Cross-validated estimations in the single-functional index model. Zbl 1274.62519
Ait-Saïdi, Ahmed; Ferraty, Frédéric; Kassa, Rabah; Vieu, Philippe
69
2008
Nonparametric time series prediction: A semi-functional partial linear modeling. Zbl 1133.62075
Aneiros-Pérez, Germán; Vieu, Philippe
65
2008
Kernel regression smoothing of time series. Zbl 0759.62016
Härdle, Wolfgang; Vieu, Philippe
60
1992
Local smoothing regression with functional data. Zbl 1194.62042
Benkenni, K.; Ferraty, F.; Rachdi, M.; Vieu, P.
57
2007
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
57
2005
Statistics for functional data. Zbl 1162.62338
Manteiga, Wenceslao González; Vieu, Philippe
56
2007
Locally modelled regression and functional data. Zbl 1327.62191
Barrientos-Marin, J.; Ferraty, F.; Vieu, P.
55
2010
\(k\)-nearest neighbour method in functional nonparametric regression. Zbl 1161.62017
Burba, Florent; Ferraty, Frédéric; Vieu, Philippe
55
2009
Recent advances in functional data analysis and high-dimensional statistics. Zbl 1415.62043
Aneiros, Germán; Cao, Ricardo; Fraiman, Ricardo; Genest, Christian; Vieu, Philippe
54
2019
Additive prediction and boosting for functional data. Zbl 1452.62989
Ferraty, Frédéric; Vieu, Philippe
53
2009
On the validity of the bootstrap in non-parametric functional regression. Zbl 1223.62042
Ferraty, Frééric; van Keilegom, Ingrid; Vieu, Philippe
49
2010
Functional nonparametric model for time series: a fractal approach for dimension reduction. Zbl 1020.62089
Ferraty, Frédéric; Goia, Aldo; Vieu, Philippe
47
2002
Uniform consistency of \(k\mathrm{NN}\) regressors for functional variables. Zbl 1277.62113
Kudraszow, Nadia L.; Vieu, Philippe
47
2013
Functional projection pursuit regression. Zbl 1367.62117
Ferraty, F.; Goia, A.; Salinelli, E.; Vieu, P.
46
2013
Regression when both response and predictor are functions. Zbl 1241.62054
Ferraty, F.; Van Keilegom, I.; Vieu, P.
46
2012
Partial linear modelling with multi-functional covariates. Zbl 1342.65016
Aneiros, Germán; Vieu, Philippe
43
2015
A partitioned single functional index model. Zbl 1342.65034
Goia, Aldo; Vieu, Philippe
40
2015
Nonparametric modelling for functional data: selected survey and tracks for future. Zbl 1411.62084
Ling, Nengxiang; Vieu, Philippe
40
2018
Most-predictive design points for functional data predictors. Zbl 1204.62064
Ferraty, F.; Hall, P.; Vieu, P.
39
2010
Variable selection in infinite-dimensional problems. Zbl 1320.62163
Aneiros, Germán; Vieu, Philippe
39
2014
A note on density mode estimation. Zbl 0847.62024
Vieu, Philippe
38
1996
Kernel regression with functional response. Zbl 1274.62281
Ferraty, Frédéric; Laksaci, Ali; Tadj, Amel; Vieu, Philippe
38
2011
Data-driven \(k\)NN estimation in nonparametric functional data analysis. Zbl 1351.62084
Kara, Lydia-Zaitri; Laksaci, Ali; Rachdi, Mustapha; Vieu, Philippe
35
2017
Quadratic errors for nonparametric estimates under dependence. Zbl 0751.62022
Vieu, Philippe
32
1991
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
31
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
29
2014
Modèle à indice fonctionnel simple. (Single functional index model). Zbl 1020.62032
Ferraty, Frédéric; Peuch, Agnès; Vieu, Philippe
27
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
23
2004
Nonparametric regression estimation for functional stationary ergodic data with missing at random. Zbl 1314.62102
Ling, Nengxiang; Liang, Longlong; Vieu, Philippe
23
2015
A nonparametric conditional mode estimate. Zbl 0887.62039
Quintela-del-Río, A.; Vieu, Ph.
22
1997
Automatic estimation procedure in partial linear model with functional data. Zbl 1229.62045
Aneiros-Pérez, Germán; Vieu, Philippe
22
2011
Presmoothing in functional linear regression. Zbl 1417.62189
Ferraty, Frédéric; González-Manteiga, Wenceslao; Martinez-Calvo, Adela; Vieu, Philippe
22
2012
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
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
19
1991
Structural test in regression on functional variables. Zbl 1207.62096
Delsol, Laurent; Ferraty, Frédéric; Vieu, Philippe
19
2011
Functional time series prediction via conditional mode estimation. Zbl 1058.62076
Ferraty, Frédéric; Laksaci, Ali; Vieu, Philippe
18
2005
On dimension reduction models for functional data. Zbl 1489.62421
Vieu, Philippe
18
2018
Factor-based comparison of groups of curves. Zbl 1162.62373
Ferraty, Frédéric; Vieu, Philippe; Viguier-Pla, Sylvie
18
2007
Sparse nonparametric model for regression with functional covariate. Zbl 1348.62131
Aneiros, G.; Vieu, P.
17
2016
Smoothing parameter selection in hazard estimation. Zbl 0724.62043
Sarda, P.; Vieu, P.
17
1991
Variable selection in partial linear regression with functional covariate. Zbl 1337.62071
Aneiros, G.; Ferraty, F.; Vieu, P.
17
2015
Mean estimation with data missing at random for functional covariables. Zbl 1440.62129
Ferraty, Frédéric; Sued, Mariela; Vieu, Philippe
17
2013
Growth curves: A two-stage nonparametric approach. Zbl 0797.62030
Boularan, Joël; Ferré, Louis; Vieu, Philippe
16
1994
Uniform in bandwidth consistency for various kernel estimators involving functional data. Zbl 1365.62163
Kara-Zaitri, Lydia; Laksaci, Ali; Rachdi, Mustapha; Vieu, Philippe
16
2017
Error variance estimation in semi-functional partially linear regression models. Zbl 1327.62189
Aneiros, Germán; Ling, Nengxiang; Vieu, Philippe
15
2015
Bootstrap confidence intervals in functional nonparametric regression under dependence. Zbl 1346.62082
Raña, Paula; Aneiros, Germán; Vilar, Juan; Vieu, Philippe
15
2016
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
15
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.
14
2008
Conditional mode estimation for functional stationary ergodic data with responses missing at random. Zbl 1358.62036
Ling, Nengxiang; Liu, Yang; 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
Editorial on the special issue on functional data analysis and related topics. Zbl 1417.00073
12
2019
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
12
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
Kernel regression. Zbl 0980.62029
Sarda, Pascal; Vieu, Philippe
11
2000
Editorial for the special issue on functional data analysis and related topics. Zbl 1410.00037
11
2019
Mode estimation for functional random variable and its application for curves classification. Zbl 1090.62035
Dabo-Niang, Sophie; Ferraty, Frédéric; Vieu, Philippe
10
2006
Analysis of time of occurrence of earthquakes: A functional data approach. Zbl 1219.86016
Quintela-Del-Río, A.; Ferraty, F.; Vieu, P.
10
2011
On the using of modal curves for radar waveforms classification. Zbl 1162.62378
Dabo-Niang, Sophie; Ferraty, Frédéric; Vieu, Philippe
10
2007
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
Comments on: “Probability enhanced effective dimension reduction for classifying sparse functional data”. Zbl 1336.62169
Aneiros, Germán; Vieu, Philippe
9
2016
Choice of regressors in nonparametric estimation. Zbl 0937.62583
Vieu, Philippe
9
1994
Automatic and location-adaptive estimation in functional single-index regression. Zbl 1418.62164
Novo, Silvia; Aneiros, Germán; Vieu, Philippe
9
2019
Empirical distribution function for mixing random variables. Application in nonparametric hazard estimation. Zbl 0687.62036
Sarda, P.; Vieu, P.
9
1989
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
8
2012
Nonparametric estimation under long memory dependence. Zbl 1054.62032
Estévez, G.; Vieu, P.
7
2003
A nonparametric model for unbalanced longitudinal data with application to geophysical data. Zbl 0936.62045
Boularan, J.; Ferre, L.; Vieu, P.
7
1995
Specification test for conditional distribution with functional data. Zbl 1235.62051
Ferraty, Frederic; Quintela-Del-Río, Alejandro; Vieu, Philippe
7
2012
Functional nonparametric statistics in action. Zbl 1271.62085
Ferraty, Frédéric; Vieu, Philippe
6
2006
Location of particular points in non-parametric regression analysis. Zbl 0838.62023
Boularan, Joël; Ferré, Louis; Vieu, Philippe
6
1995
Some advances on semi-parametric functional data modelling. Zbl 1430.62077
Goia, Aldo; Vieu, Philippe
6
2014
\(k\)NN estimation in functional partial linear modeling. Zbl 1437.62701
Ling, Nengxiang; Aneiros, Germán; Vieu, Philippe
6
2020
Optimal choice of nonparametric estimates of a density and of its derivatives. Zbl 1019.62034
Horová, Ivana; Vieu, Philippe; Zelinka, Jiří
5
2002
Optimal smooth hazard estimates. Zbl 0882.62036
Youndjé, É.; Sarda, P.; Vieu, P.
5
1996
Uniform consistency rate of \(k\)NN regression estimation for functional time series data. Zbl 1418.62160
Ling, Nengxiang; Meng, Shuyu; Vieu, Philippe
5
2019
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
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
Statistical methods for biostatistics and related fields. Zbl 1098.62572
4
2007
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
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
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
Optimal level sets for bivariate density representation. Zbl 1325.62038
Delicado, Pedro; Vieu, Philippe
4
2015
Evaluating the complexity of some families of functional data. Zbl 1395.62085
Bongiorno, Enea G.; Goia, Aldo; Vieu, Philippe
4
2018
Bootstrap in semi-functional partial linear regression under dependence. Zbl 1417.62071
Aneiros, Germán; Raña, Paula; Vieu, Philippe; Vilar, Juan
4
2018
Modeling functional data: a test procedure. Zbl 1417.65029
Bongiorno, Enea G.; Goia, Aldo; Vieu, Philippe
4
2019
On functional data analysis and related topics. Zbl 07482233
Aneiros, Germán; Horová, Ivana; Hušková, Marie; Vieu, Philippe
2
2022
A new way for ranking functional data with applications in diagnostic test. Zbl 07315550
Estévez-Pérez, Graciela; Vieu, Philippe
1
2021
A \(k\)NN procedure in semiparametric functional data analysis. Zbl 1461.62240
Novo, Silvia; Aneiros, Germán; Vieu, Philippe
1
2021
Sparse semiparametric regression when predictors are mixture of functional and high-dimensional variables. Zbl 1474.62131
Novo, Silvia; Aneiros, Germán; Vieu, Philippe
1
2021
\(k\)NN estimation in functional partial linear modeling. Zbl 1437.62701
Ling, Nengxiang; Aneiros, Germán; Vieu, Philippe
6
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
1
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
54
2019
Editorial on the special issue on functional data analysis and related topics. Zbl 1417.00073
12
2019
Editorial for the special issue on functional data analysis and related topics. Zbl 1410.00037
11
2019
Automatic and location-adaptive estimation in functional single-index regression. Zbl 1418.62164
Novo, Silvia; Aneiros, Germán; Vieu, Philippe
9
2019
Uniform consistency rate of \(k\)NN regression estimation for functional time series data. Zbl 1418.62160
Ling, Nengxiang; Meng, Shuyu; Vieu, Philippe
5
2019
Modeling functional data: a test procedure. Zbl 1417.65029
Bongiorno, Enea G.; Goia, Aldo; Vieu, Philippe
4
2019
Semi-functional partially linear regression model with responses missing at random. Zbl 1417.62085
Ling, Nengxiang; Kan, Rui; Vieu, Philippe; Meng, Shuyu
4
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.
2
2019
Nonparametric modelling for functional data: selected survey and tracks for future. Zbl 1411.62084
Ling, Nengxiang; Vieu, Philippe
40
2018
On dimension reduction models for functional data. Zbl 1489.62421
Vieu, Philippe
18
2018
Evaluating the complexity of some families of functional data. Zbl 1395.62085
Bongiorno, Enea G.; Goia, Aldo; Vieu, Philippe
4
2018
Bootstrap in semi-functional partial linear regression under dependence. Zbl 1417.62071
Aneiros, Germán; Raña, Paula; Vieu, Philippe; Vilar, Juan
4
2018
Data-driven \(k\)NN estimation in nonparametric functional data analysis. Zbl 1351.62084
Kara, Lydia-Zaitri; Laksaci, Ali; Rachdi, Mustapha; Vieu, Philippe
35
2017
Uniform in bandwidth consistency for various kernel estimators involving functional data. Zbl 1365.62163
Kara-Zaitri, Lydia; Laksaci, Ali; Rachdi, Mustapha; Vieu, Philippe
16
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
15
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
127
2016
Sparse nonparametric model for regression with functional covariate. Zbl 1348.62131
Aneiros, G.; Vieu, P.
17
2016
Bootstrap confidence intervals in functional nonparametric regression under dependence. Zbl 1346.62082
Raña, Paula; Aneiros, Germán; Vilar, Juan; Vieu, Philippe
15
2016
Conditional mode estimation for functional stationary ergodic data with responses missing at random. Zbl 1358.62036
Ling, Nengxiang; Liu, Yang; Vieu, Philippe
14
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
43
2015
A partitioned single functional index model. Zbl 1342.65034
Goia, Aldo; Vieu, Philippe
40
2015
Nonparametric regression estimation for functional stationary ergodic data with missing at random. Zbl 1314.62102
Ling, Nengxiang; Liang, Longlong; Vieu, Philippe
23
2015
Variable selection in partial linear regression with functional covariate. Zbl 1337.62071
Aneiros, G.; Ferraty, F.; Vieu, P.
17
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
Variable selection in infinite-dimensional problems. Zbl 1320.62163
Aneiros, Germán; Vieu, Philippe
39
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
29
2014
Some advances on semi-parametric functional data modelling. Zbl 1430.62077
Goia, Aldo; Vieu, Philippe
6
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
47
2013
Functional projection pursuit regression. Zbl 1367.62117
Ferraty, F.; Goia, A.; Salinelli, E.; Vieu, P.
46
2013
Mean estimation with data missing at random for functional covariables. Zbl 1440.62129
Ferraty, Frédéric; Sued, Mariela; Vieu, Philippe
17
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.
46
2012
Presmoothing in functional linear regression. Zbl 1417.62189
Ferraty, Frédéric; González-Manteiga, Wenceslao; Martinez-Calvo, Adela; Vieu, Philippe
22
2012
Nonparametric estimation of a surrogate density function in infinite-dimensional spaces. Zbl 1241.62042
Ferraty, Frédéric; Kudraszow, Nadia; Vieu, Philippe
8
2012
Specification test for conditional distribution with functional data. Zbl 1235.62051
Ferraty, Frederic; Quintela-Del-Río, Alejandro; Vieu, Philippe
7
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
38
2011
Automatic estimation procedure in partial linear model with functional data. Zbl 1229.62045
Aneiros-Pérez, Germán; Vieu, Philippe
22
2011
Structural test in regression on functional variables. Zbl 1207.62096
Delsol, Laurent; Ferraty, Frédéric; Vieu, Philippe
19
2011
Analysis of time of occurrence of earthquakes: A functional data approach. Zbl 1219.86016
Quintela-Del-Río, A.; Ferraty, F.; Vieu, P.
10
2011
Rate of uniform consistency for nonparametric estimates with functional variables. Zbl 1177.62044
Ferraty, Frédéric; Laksaci, Ali; Tadj, Amel; Vieu, Philippe
92
2010
Locally modelled regression and functional data. Zbl 1327.62191
Barrientos-Marin, J.; Ferraty, F.; Vieu, P.
55
2010
On the validity of the bootstrap in non-parametric functional regression. Zbl 1223.62042
Ferraty, Frééric; van Keilegom, Ingrid; Vieu, Philippe
49
2010
Most-predictive design points for functional data predictors. Zbl 1204.62064
Ferraty, F.; Hall, P.; Vieu, P.
39
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
55
2009
Additive prediction and boosting for functional data. Zbl 1452.62989
Ferraty, Frédéric; Vieu, Philippe
53
2009
Cross-validated estimations in the single-functional index model. Zbl 1274.62519
Ait-Saïdi, Ahmed; Ferraty, Frédéric; Kassa, Rabah; Vieu, Philippe
69
2008
Nonparametric time series prediction: A semi-functional partial linear modeling. Zbl 1133.62075
Aneiros-Pérez, Germán; Vieu, Philippe
65
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
12
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
102
2007
Nonparametric regression for functional data: automatic smoothing parameter selection. Zbl 1331.62240
Rachdi, M.; Vieu, P.
92
2007
Local smoothing regression with functional data. Zbl 1194.62042
Benkenni, K.; Ferraty, F.; Rachdi, M.; Vieu, P.
57
2007
Statistics for functional data. Zbl 1162.62338
Manteiga, Wenceslao González; Vieu, Philippe
56
2007
Factor-based comparison of groups of curves. Zbl 1162.62373
Ferraty, Frédéric; Vieu, Philippe; Viguier-Pla, Sylvie
18
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
4
2007
Nonparametric functional data analysis. Theory and practice. Zbl 1119.62046
Ferraty, Frédéric; Vieu, Philippe
747
2006
Semi-functional partial linear regression. Zbl 1090.62036
Aneiros-Pérez, Germán; Vieu, Philippe
122
2006
Estimating some characteristics of the conditional distribution in nonparametric functional models. Zbl 1117.62030
Ferraty, Frédéric; Laksaci, Ali; Vieu, Philippe
74
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
57
2005
Functional time series prediction via conditional mode estimation. Zbl 1058.62076
Ferraty, Frédéric; Laksaci, Ali; Vieu, Philippe
18
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.
128
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.
106
2003
Modèle à indice fonctionnel simple. (Single functional index model). Zbl 1020.62032
Ferraty, Frédéric; Peuch, Agnès; Vieu, Philippe
27
2003
Nonparametric estimation under long memory dependence. Zbl 1054.62032
Estévez, G.; Vieu, P.
7
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
110
2002
Functional nonparametric model for time series: a fractal approach for dimension reduction. Zbl 1020.62089
Ferraty, Frédéric; Goia, Aldo; Vieu, Philippe
47
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
5
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
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
31
2000
Kernel regression. Zbl 0980.62029
Sarda, Pascal; Vieu, Philippe
11
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
...and 27 more Documents
all top 5

Cited by 1,679 Authors

96 Vieu, Philippe
60 Laksaci, Ali
39 Ferraty, Frédéric
36 Rachdi, Mustapha
29 Aneiros-Pérez, Germán
29 Ould-Saïd, Elias
25 Shang, Han Lin
22 Dabo-Niang, Sophie
22 Lian, Heng
17 Goia, Aldo
17 Ruiz-Medina, María Dolores
16 Hall, Peter Gavin
16 Ling, Nengxiang
16 Quintela-Del-Río, Alejandro
16 Sarda, Pascal
15 Bouzebda, Salim
14 Cardot, Hervé
14 Fraiman, Ricardo
14 González-Manteiga, Wenceslao
14 Liang, Hanying
14 Zhang, Zhongzhan
13 Cuevas, Antonio
13 Du, Jiang
13 Müller, Hans-Georg
12 Boente, Graciela
12 Härdle, Wolfgang Karl
11 Kokoszka, Piotr S.
11 Louani, Djamal
11 Tran, Lanh Tat
11 Vantini, Simone
10 Crambes, Christophe
10 Demongeot, Jacques
10 Horváth, Lajos
10 Rabhi, Abbes
10 Staicu, Ana-Maria
10 Wang, Guochang
10 Yu, Ping
9 Almanjahie, Ibrahim Mufrah
9 Benhenni, Karim
9 Chaouch, Mohamed Ali
9 Febrero-Bande, Manuel
9 Laib, Naâmane
9 Madani, Fethi
9 Nagy, Stanislav
8 Attouch, Mohammed Kadi
8 Delsol, Laurent
8 Hušková, Marie
8 Mas, André
8 Mateu, Jorge
8 Smaga, Łukasz
8 Wang, Huiwen
8 Zhang, Riquan
7 Aguilera, Ana M.
7 Bongiorno, Enea G.
7 Bosq, Denis
7 Cao, Ricardo
7 Chikr Elmezouar, Zouaoui
7 Debbarh, Mohammed
7 Gao, Jiti
7 Gijbels, Irène
7 Kaid, Zoulikha
7 Matsui, Hidetoshi
7 Messaci, Fatiha
7 Romo, Juan J.
7 Sangalli, Laura Maria
7 Slaoui, Yousri
7 Wang, Qihua
7 Yang, Lijian
7 Zhou, Jianjun
6 Beyaztas, Ufuk
6 Biau, Gérard
6 Cao, GuanQun
6 Cao, Ruiyuan
6 Chiou, Jeng-Min
6 de Uña-Álvarez, Jacobo
6 Delicado, Pedro F.
6 Dette, Holger
6 Gannoun, Ali
6 Girard, Stéphane
6 Greven, Sonja
6 Jacques, Julien
6 Khardani, Salah
6 Lemdani, Mohamed
6 Lin, Hongmei
6 Mourid, Tahar
6 Politis, Dimitris Nicolas
6 Rice, Gregory
6 Rodríguez-Póo, Juan Manuel
6 Scheipl, Fabian
6 Secchi, Piercesare
6 Van Keilegom, Ingrid
6 Xue, Liugen
6 Yao, Fang
5 Ait-Hennani, Larbi
5 Berrendero, Jose Ramon
5 Bouchentouf, Amina Angelika
5 Cadre, Benoît
5 Cai, Zongwu
5 Cao, Jiguo
5 Cuesta-Albertos, Juan Antonio
...and 1,579 more Authors
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Cited in 156 Serials

161 Journal of Multivariate Analysis
131 Computational Statistics and Data Analysis
81 Statistics & Probability Letters
81 Communications in Statistics. Theory and Methods
74 Journal of Nonparametric Statistics
73 Journal of Statistical Planning and Inference
47 The Annals of Statistics
47 Computational Statistics
45 Test
42 Comptes Rendus. Mathématique. Académie des Sciences, Paris
41 Electronic Journal of Statistics
29 Statistics
22 Journal of Applied Statistics
21 Annals of the Institute of Statistical Mathematics
19 Statistical Papers
18 Metrika
17 Journal of Econometrics
17 Communications in Statistics. Simulation and Computation
17 Journal of Statistical Computation and Simulation
16 Journal of the Korean Statistical Society
16 Advances in Data Analysis and Classification. ADAC
16 The Annals of Applied Statistics
15 Journal of the American Statistical Association
14 The Canadian Journal of Statistics
13 Scandinavian Journal of Statistics
13 Bernoulli
13 Statistical Methods and Applications
12 Statistics and Computing
11 AStA. Advances in Statistical Analysis
9 Econometric Reviews
9 Stochastic Processes and their Applications
9 Mathematical Methods of Statistics
8 Biometrics
8 Statistical Modelling
7 Statistical Inference for Stochastic Processes
6 Journal of Systems Science and Complexity
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 Brazilian Journal of Probability and Statistics
5 Journal of Machine Learning Research (JMLR)
5 Journal of Statistical Theory and Practice
4 Journal of Time Series Analysis
4 Acta Mathematicae Applicatae Sinica. English Series
4 Econometric Theory
4 Applications and Applied Mathematics
4 Acta Universitatis Sapientiae. Mathematica
4 Journal of Computational and Graphical Statistics
4 Sankhyā. Series A
3 Information Sciences
3 Statistica
3 Probability Theory and Related Fields
3 Journal of Economic Dynamics & Control
3 Statistica Sinica
3 Acta Mathematica Sinica. English Series
3 Stochastic Environmental Research and Risk Assessment
3 Mathematical Modelling and Analysis
3 Bulletin of the Institute of Mathematics. Academia Sinica. New Series
3 Mathematical Geosciences
3 Science China. Mathematics
3 Journal of Agricultural, Biological, and Environmental Statistics
2 International Journal of Control
2 Lithuanian Mathematical Journal
2 Psychometrika
2 Applied Mathematics and Computation
2 Automatica
2 Journal of Computational and Applied Mathematics
2 Kybernetika
2 Metron
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2 Revue de Statistique Appliquée
2 Journal of Complexity
2 International Journal of Approximate Reasoning
2 Machine Learning
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2 European Journal of Operational Research
2 Annales de l’Institut Henri Poincaré. Probabilités et Statistiques
2 Applicationes Mathematicae
2 Mathematical Problems in Engineering
2 Australian & New Zealand Journal of Statistics
2 Revista Matemática Complutense
2 Methodology and Computing in Applied Probability
2 Statistics Surveys
2 Afrika Statistika
2 Advances in Decision Sciences
2 Statistics & Risk Modeling
2 Arabian Journal of Mathematics
2 Dependence Modeling
2 SIAM/ASA Journal on Uncertainty Quantification
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
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1 Rocky Mountain Journal of Mathematics
1 Theoretical and Mathematical Physics
1 The Annals of Probability
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