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Semi-functional partial linear regression with measurement error: an approach based on kNN estimation
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2024
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Silvia Novo
Germán Aneiros
Philippe Vieu
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Composite quantile estimation in partially functional linear regression model with randomly censored responses
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2024
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Chengxin Wu
Nengxiang Ling
Philippe Vieu
Guo‐Liang Fan
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Semi-functional partial linear regression with measurement error: An
approach based on $k$NN estimation
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2024
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Silvia Novo
Germán Aneiros
Philippe Vieu
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Partially functional linear quantile regression model and variable selection with censoring indicators MAR
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2023
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Chengxin Wu
Nengxiang Ling
Philippe Vieu
Wenjuan Liang
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High-Dimensional Statistics: Non-Parametric Generalized Functional Partially Linear Single-Index Model
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2022
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Mohamed Alahiane
Idir Ouassou
Mustapha Rachdi
Philippe Vieu
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Fast and efficient algorithms for sparse semiparametric bifunctional regression
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2021
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Silvia Novo
Philippe Vieu
Germán Aneiros
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Special Issue on Functional Data Analysis and related fields
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2021
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Germán Aneiros
Ivana Horová
Marie Hušková
Philippe Vieu
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On functional data analysis and related topics
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2021
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Germán Aneiros
Ivana Horová
Marie Hušková
Philippe Vieu
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Variable selection in functional regression models: A review
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2021
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Germán Aneiros
Silvia Novo
Philippe Vieu
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Partially Linear Generalized Single Index Models for Functional Data (PLGSIMF)
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2021
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Mohamed Alahiane
Idir Ouassou
Mustapha Rachdi
Philippe Vieu
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Missing responses at random in functional single index model for time series data
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2021
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Nengxiang Ling
Lilei Cheng
Philippe Vieu
Hui Ding
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A <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" display="inline" id="d1e22" altimg="si4.svg"><mml:mi>k</mml:mi></mml:math>NN procedure in semiparametric functional data analysis
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2021
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Silvia Novo
Germán Aneiros
Philippe Vieu
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On semiparametric regression in functional data analysis
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2020
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Nengxiang Ling
Philippe Vieu
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Sparse semiparametric regression when predictors are mixture of functional and high-dimensional variables
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2020
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Silvia Novo
Germán Aneiros
Philippe Vieu
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A new way for ranking functional data with applications in diagnostic test
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2020
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Graciela Estévez‐Pérez
Philippe Vieu
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Estimating the complexity index of functional data: Some asymptotics
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2020
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Enea G. Bongiorno
Aldo Goia
Philippe Vieu
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Generalized Functional Partially Linear Single-index Models
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2020
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Mustapha Rachdi
Mohamed Alahiane
Idir Ouassou
Philippe Vieu
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About the Complexity Function in Small-ball Probability Factorization
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2020
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Enea G. Bongiorno
Aldo Goia
Philippe Vieu
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Single Functional Index Model under Responses MAR and Dependent Observations
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2020
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Nengxiang Ling
Lilei Cheng
Philippe Vieu
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Variable Selection in Semiparametric Bi-functional Models
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2020
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Silvia Novo
Germán Aneiros
Philippe Vieu
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+
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Functional and High-Dimensional Statistics and Related Fields
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2020
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Germán Aneiros
Ivana Horová
Marie Hušková
Philippe Vieu
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Convergence rate of kernel regression estimation for time series data when both response and covariate are functional
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2019
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Nengxiang Ling
Lingyu Wang
Philippe Vieu
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Fast Algorithm for Impact Point Selection in Semiparametric Functional Models
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2019
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Silvia Novo
Germán Aneiros
Philippe Vieu
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Editorial on the special issue on Functional Data Analysis and Related Topics
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2019
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Germán Aneiros
Ricardo Cao
Philippe Vieu
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Uniform consistency rate of <i>k</i>NN regression estimation for functional time series data
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2019
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Nengxiang Ling
Shuyu Meng
Philippe Vieu
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PDF
Chat
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Automatic and location-adaptive estimation in functional single-index regression
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2019
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Silvia Novo
Germán Aneiros
Philippe Vieu
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PDF
Chat
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Clustering acoustic emission signals by mixing two stages dimension reduction and nonparametric approaches
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2019
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Oumar Traoré
Paul Cristini
Nathalie Favretto‐Cristini
Laurent Pantera
Philippe Vieu
Sylvie Viguier-Pla
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Sparse semiparametric regression for functional data
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2019
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Silvia Novo Díaz
Germán Aneiros Pérez
Philippe Vieu
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Recent advances in functional data analysis and high-dimensional statistics
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2018
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Germán Aneiros
Ricardo Cao
Ricardo Fraiman
Christian Genest
Philippe Vieu
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Semi-functional partially linear regression model with responses missing at random
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2018
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Nengxiang Ling
Rui Kan
Philippe Vieu
Shuyu Meng
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Sparse Semi-Functional Partial Linear Single-Index Regression
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2018
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Silvia Novo
Germán Aneiros
Philippe Vieu
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Kernel Regression Estimation for Functional Data
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2018
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Frédéric Ferraty
Philippe Vieu
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Nonparametric modelling for functional data: selected survey and tracks for future
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2018
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Nengxiang Ling
Philippe Vieu
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Evaluating the complexity of some families of functional data
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2018
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Enea G. Bongiorno
Aldo Goia
Philippe Vieu
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+
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Modeling functional data: a test procedure
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2018
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Enea G. Bongiorno
Aldo Goia
Philippe Vieu
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+
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On dimension reduction models for functional data
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2018
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Philippe Vieu
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+
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Bootstrap in semi-functional partial linear regression under dependence
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2017
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Germán Aneiros
Paula Raña
Philippe Vieu
Juan Manuel Vilar Fernández
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+
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kNN estimation in functional partial linear modeling
|
2017
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Nengxiang Ling
Germán Aneiros
Philippe Vieu
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+
PDF
Chat
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Choosing the most relevant level sets for depicting a sample of densities
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2017
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Pedro Delicado
Philippe Vieu
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Structure analysis and denoising using Singular Spectrum Analysis: Application to acoustic emission signals from nuclear safety experiments
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2017
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Oumar Traoré
Laurent Pantera
Nathalie Favretto‐Cristini
Paul Cristini
Sylvie Viguier-Pla
Philippe Vieu
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Uniform in the smoothing parameter consistency results in functional regression
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2017
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C. Kara‐Zaïtri
Ali Laksaci
Mustapha Rachdi
Philippe Vieu
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On asymptotic properties of functional conditional mode estimation with both stationary ergodic and responses MAR
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2017
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Nengxiang Ling
Yang Liu
Philippe Vieu
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A general sparse modeling approach for regression problems involving functional data
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2017
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Germán Aneiros
Philippe Vieu
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Confidence and prediction intervals in semi-functional partial linear regression
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2017
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Paula Raña
Germán Aneiros
Philippe Vieu
Juan Manuel Vilar Fernández
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An introduction to the 4th edition of the International Workshop on Functional and Operatorial Statistics
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2017
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Germán Aneiros
Enea G. Bongiorno
Ricardo Cao
Philippe Vieu
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Uniform in bandwidth consistency for various kernel estimators involving functional data
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2016
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C. Kara‐Zaïtri
Ali Laksaci
Mustapha Rachdi
Philippe Vieu
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Data-driven <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si1.gif" display="inline" overflow="scroll"><mml:mi>k</mml:mi></mml:math>NN estimation in nonparametric functional data analysis
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2016
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Lydia-Zaitri Kara
Ali Laksaci
Mustapha Rachdi
Philippe Vieu
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Sparse nonparametric model for regression with functional covariate
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2016
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Germán Aneiros
Philippe Vieu
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Modèle non paramétrique parcimonieux pour la détection des points d'impact d'une variable fonctionnelle
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2016
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Germán Aneiros
Philippe Vieu
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Comments on: Probability enhanced effective dimension reduction for classifying sparse functional data
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2016
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Germán Aneiros
Philippe Vieu
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Conditional mode estimation for functional stationary ergodic data with responses missing at random
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2016
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Nengxiang Ling
Yang Liu
Philippe Vieu
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+
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Bootstrap confidence intervals in functional nonparametric regression under dependence
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2016
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Paula Raña
Germán Aneiros
Juan Manuel Vilar Fernández
Philippe Vieu
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+
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An introduction to recent advances in high/infinite dimensional statistics
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2015
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Aldo Goia
Philippe Vieu
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+
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Error variance estimation in semi-functional partially linear regression models
|
2015
|
Germán Aneiros
Nengxiang Ling
Philippe Vieu
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PDF
Chat
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Optimal level sets for bivariate density representation
|
2015
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Pedro Delicado
Philippe Vieu
|
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+
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Partial linear modelling with multi-functional covariates
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2015
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Germán Aneiros
Philippe Vieu
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+
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Nonparametric regression estimation for functional stationary ergodic data with missing at random
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2015
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Nengxiang Ling
Longlong Liang
Philippe Vieu
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+
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Variable selection in partial linear regression with functional covariate
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2015
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Germán Aneiros
Frédéric Ferraty
Philippe Vieu
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+
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Extracting informative features in functional datasets: Statistical methods with applications in spectrometry
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2015
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Philippe Vieu
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PDF
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SPECIFICATION TESTING WHEN THE NULL IS NONPARAMETRIC OR SEMIPARAMETRIC
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2014
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Juan M. Rodrı́guez-Póo
Stefan Sperlich
Philippe Vieu
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Variable selection in infinite-dimensional problems
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2014
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Germán Aneiros
Philippe Vieu
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+
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Nonparametric Statistics and High/Infinite Dimensional Data
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2014
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Frédéric Ferraty
Philippe Vieu
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+
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Optimal level sets for representing a bivariate density function
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2014
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Pedro Francisco Delicado Useros
Philippe Vieu
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+
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Peak-Load Forecasting Using a Functional Semi-Parametric Approach
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2014
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Frédéric Ferraty
Aldo Goia
Ernesto Salinelli
Philippe Vieu
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PDF
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Uniform consistency of NN regressors for functional variables
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2013
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Nadia L. Kudraszow
Philippe Vieu
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A Practical Test for Misspecification in Regression: Functional Form, Separability and Distribution
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2012
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Juan M. Rodrı́guez-Póo
Stefan Sperlich
Philippe Vieu
|
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PDF
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Estimation de la fonction de régression pour variable explicative et réponse fonctionnelles dépendantes
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2012
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Frédéric Ferraty
Ali Laksaci
Amel Tadj
Philippe Vieu
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Nonparametric estimation of a surrogate density function in infinite-dimensional spaces
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2012
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Frédéric Ferraty
Nadia L. Kudraszow
Philippe Vieu
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Regression when both response and predictor are functions
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2012
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Frédéric Ferraty
Ingrid Van Keilegom
Philippe Vieu
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+
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Testing linearity in semi-parametric functional data analysis
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2012
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Germán Aneiros
Philippe Vieu
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PDF
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Mean estimation with data missing at random for functional covariables
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2012
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Frédéric Ferraty
Mariela Sued
Philippe Vieu
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A Practical Test for Misspecication in Regression: Functional Form, Separability, and Distribution
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2012
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Juan M. Rodr
Stefan Sperlich
Philippe Vieu
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+
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Regression when both response and predictor are functions
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2012
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Frédéric Ferraty
Ingrid Van Keilegom
Philippe Vieu
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+
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SPECIFICATION TEST FOR CONDITIONAL DISTRIBUTION WITH FUNCTIONAL DATA
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2011
|
Frédéric Ferraty
Alejandro Quintela‐del‐Río
Philippe Vieu
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PDF
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Presmoothing in functional linear regression
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2011
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Frédéric Ferraty
Wenceslao González‐Manteiga
Adela Martínez-Calvo
Philippe Vieu
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+
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Estimation of a Functional Single Index Model
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2011
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Frédéric Ferraty
Juhyun Park
Philippe Vieu
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+
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Variable Selection in Semi-Functional Regression Models
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2011
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Germán Aneiros
Frédéric Ferraty
Philippe Vieu
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+
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Recent Advances on Functional Additive Regression
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2011
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Frédéric Ferraty
Aldo Goia
Enersto Salinelli
Philippe Vieu
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+
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Structural Tests in Regression on Functional Variable
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2011
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Laurent Delsol
Frédéric Ferraty
Philippe Vieu
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PDF
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Kernel regression with functional response
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2011
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Frédéric Ferraty
Ali Laksaci
Amel Tadj
Philippe Vieu
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+
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Thresholding in Nonparametric Functional Regression with Scalar Response
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2011
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Frédéric Ferraty
Adela Martínez-Calvo
Philippe Vieu
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+
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Most-predictive design points for functional data predictors
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2010
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Frédéric Ferraty
P. Hall
Philippe Vieu
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+
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Structural test in regression on functional variables
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2010
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Laurent Delsol
Frédéric Ferraty
Philippe Vieu
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+
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Bootstrap and inference when both response and regressor are functional
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2010
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Frédéric Ferraty
Ingrid Van Keilegom
Philippe Vieu
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+
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Statistical Analysis of Functional Data
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2010
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Frédéric Ferraty
P. Sardá
Philippe Vieu
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+
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Utilisation de tests de structure en régression sur variable fonctionnelle.
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2010
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Laurent Delsol
Frédéric Ferraty
Philippe Vieu
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On the Validity of the Bootstrap in Non-Parametric Functional Regression
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2009
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Frédéric Ferraty
Ingrid Van Keilegom
Philippe Vieu
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+
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Locally modelled regression and functional data
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2009
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Jorge Barrientos Marín
Frédéric Ferraty
Philippe Vieu
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+
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Automatic estimation procedure in partial linear model with functional data
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2009
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Germán Aneiros
Philippe Vieu
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+
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Rate of uniform consistency for nonparametric estimates with functional variables
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2009
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Frédéric Ferraty
Ali Laksaci
Amel Tadj
Philippe Vieu
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+
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<i>k</i>-Nearest Neighbour method in functional nonparametric regression
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2009
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Florent Burba
Frédéric Ferraty
Philippe Vieu
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+
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Cross-validated estimations in the single-functional index model
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2008
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Ahmed Ait-Saïdi
Frédéric Ferraty
Rabah Kassa
Philippe Vieu
|
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PDF
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Convergence de l'estimateur à noyau des k plus proches voisins en régression fonctionnelle non-paramétrique
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2008
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Florent Burba
Frédéric Ferraty
Philippe Vieu
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PDF
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Choix optimal du paramètre fonctionnel dans le modèle à indice fonctionnel simple
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2008
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Ahmed Ait-Saïdi
Frédéric Ferraty
Rabah Kassa
Philippe Vieu
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Introduction to IWFOS'2008
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2008
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Alain Boudou
Frédéric Ferraty
Yves Romain
Pascal Sarda
Philippe Vieu
Sylvie Viguier-Pla
|
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+
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Estimation non-paramétrique de la fonction de hasard avec variable explicative fonctionnelle. [Nonparametric estimation of the hazard function with explanatory functional variable]
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2008
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Frédéric Ferraty
Abbes Rabhi
Philippe Vieu
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Consistency of the regression estimator with functional data under long memory conditions
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2007
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Karim Benhenni
Sonia Hedli-Griche
Mustapha Rachdi
Philippe Vieu
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NONPARAMETRIC REGRESSION ON FUNCTIONAL DATA: INFERENCE AND PRACTICAL ASPECTS
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2007
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Frédéric Ferraty
André Mas
Philippe Vieu
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+
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Nonparametric time series prediction: A semi-functional partial linear modeling
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2007
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Germán Aneiros
Philippe Vieu
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+
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Local smoothing regression with functional data
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2007
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Karim Benhenni
Frédéric Ferraty
Mustapha Rachdi
Philippe Vieu
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+
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An Adaptive Specification Test For Semiparametric Models
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2007
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Juan M. Rodrı́guez-Póo
Stefan Sperlich
Philippe Vieu
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+
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Nonparametric regression for functional data: Automatic smoothing parameter selection
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2006
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Mustapha Rachdi
Philippe Vieu
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+
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Nonparametric Functional Methods: New Tools for Chemometric Analysis
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2006
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Frédéric Ferraty
Aldo Goia
Philippe Vieu
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+
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Statistics for Functional Data
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2006
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Wenceslao González‐Manteiga
Philippe Vieu
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+
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On the using of modal curves for radar waveforms classification
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2006
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Sophie Dabo‐Niang
Frédéric Ferraty
Philippe Vieu
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+
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Nonparametric Functional Data Analysis: Theory and Practice (Springer Series in Statistics)
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2006
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Frédéric Ferraty
Philippe Vieu
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+
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Estimating Some Characteristics of the Conditional Distribution in Nonparametric Functional Models
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2006
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Frédéric Ferraty
Ali Laksaci
Philippe Vieu
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PDF
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Nonparametric and Semiparametric Estimation of Additive Models with Both Discrete and Continuous Variables under Dependence
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2006
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Christine Camlong-Viot
Juan M. Rodrı́guez-Póo
Philippe Vieu
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+
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Nonparametric functional data analysis : theory and practice
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2006
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Frédéric Ferraty
Philippe Vieu
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+
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Advances on nonparametric regression for functional variables
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2006
|
Frédéric Ferraty
André Mas
Philippe Vieu
|
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+
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Semi-functional partial linear regression
|
2005
|
Germán Aneiros
Philippe Vieu
|
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+
PDF
Chat
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Sélection automatique du paramètre de lissage pour l'estimation non paramétrique de la régression pour des données fonctionnelles
|
2005
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Mustapha Rachdi
Philippe Vieu
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PDF
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Functional time series prediction via conditional mode estimation
|
2005
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Frédéric Ferraty
Ali Laksaci
Philippe Vieu
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+
PDF
Chat
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Estimation du mode dans un espace vectoriel semi-normé
|
2004
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Sophie Dabo‐Niang
Frédéric Ferraty
Philippe Vieu
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+
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Maximum ozone concentration forecasting by functional non‐parametric approaches
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2004
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Germán Aneiros
Hervé Cardot
Graciela Estévez‐Pérez
Philippe Vieu
|
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+
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Nonparametric models for functional data, with application in regression, time series prediction and curve discrimination
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2004
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Frédéric Ferraty
Philippe Vieu
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+
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SEMIPARAMETRIC ESTIMATION OF SEPARABLE MODELS WITH POSSIBLY LIMITED DEPENDENT VARIABLES
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2003
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Juan M. Rodrı́guez-Póo
Stefan Sperlich
Philippe Vieu
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+
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Curves discrimination: a nonparametric functional approach
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2003
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Frédéric Ferraty
Philippe Vieu
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+
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The Functional Nonparametric Model and Application to Spectrometric Data
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2002
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Frédéric Ferraty
Philippe Vieu
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+
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Functional nonparametric model for time series: a fractal approach for dimension reduction
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2002
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Frédéric Ferraty
Aldo Goia
Philippe Vieu
|
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+
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A note on variable selection in nonparametric regression with dependent data
|
2002
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Wenceslao González‐Manteiga
Alejandro Quintela‐del‐Río
Philippe Vieu
|
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+
PDF
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Régression non-paramétrique pour des variables aléatoires fonctionnelles mélangeantes
|
2002
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Frédéric Ferraty
Aldo Goia
Philippe Vieu
|
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+
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Data-Driven Model Choice in Multivariate Nonparametric Regression
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2002
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Philippe Vieu
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+
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OPTIMAL CHOICE OF NONPARAMETRIC ESTIMATES OF A DENSITY AND OF ITS DERIVATIVES
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2002
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Ivana Horová
Philippe Vieu
Jiří Zelinka
|
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+
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Normalité asymptotique d'estimateurs de maximum de vraisemblance pour modèles non-paramétriques de régression multidimensionnelle
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2001
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Juan M. Rodrı́guez-Póo
Stefan Sperlich
Philippe Vieu
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+
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Parametric modelling of growth curve data: An overview
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2001
|
Dale L. Zimmerman
Vicente Núñez‐Antón
Timothy G. Grégoire
Oliver Schabenberger
Jeffrey D. Hart
Michael G. Kenward
Geert Molenberghs
Geert Verbeke
Mohsen Pourahmadi
Philippe Vieu
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+
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Normalite asymptotique d'estimateurs de maximum de vraisemblance pour modeles non-parametriques de regression multidimensionelle
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2001
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Juan M. Rodrı́guez-Póo
Stefan Sperlich
Philippe Vieu
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+
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Kernel Regression
|
2000
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Pascal Sarda
Philippe Vieu
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+
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Dimension fractale et estimation de la régression dans des espaces vectoriels semi-normés
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2000
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Frédéric Ferraty
Philippe Vieu
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+
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Longitudinal data with nonstationary errors: a nonparametric three-stage approach
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1999
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Vicente Núñez‐Antón
Juan M. Rodrı́guez-Póo
Philippe Vieu
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+
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Multiple Kernel Procedure: an Asymptotic Support
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1999
|
Philippe Vieu
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+
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Régression non paramétrique: une approche générale du problème de sélection automatique de modèle
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1999
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Philippe Vieu
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+
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A note on density mode estimation
|
1996
|
Philippe Vieu
|
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+
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On Multidimensional Nonparametric Regression
|
1996
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Philippe Vieu
Laurent Pelegrina
Pascal Sarda
|
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+
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LOCATION OF PARTICULAR POINTS IN NON‐PARAMETRIC REGRESSION ANALYSIS
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1995
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Joël Boularan
Louis Ferré
Philippe Vieu
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Order Choice in Nonlinear Autoregressive Models
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1995
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Philippe Vieu
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+
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Choice of regressors in nonparametric estimation
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1994
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Philippe Vieu
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+
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Growth curves: a two-stage nonparametric approach
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1994
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Joël Boularan
Louis Ferré
Philippe Vieu
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Bandwidth Selection for Kernel Regression: a Survey
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1993
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Philippe Vieu
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KERNEL REGRESSION SMOOTHING OF TIME SERIES
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1992
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Wolfgang Karl Härdle
Philippe Vieu
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Quadratic errors for nonparametric estimates under dependence
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1991
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Philippe Vieu
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+
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Smoothing parameter selection in hazard estimation
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1991
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P. Sardá
Philippe Vieu
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Smoothing Techniques in Time Series Analysis
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1991
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Philippe Vieu
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+
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Nonparametric Regression: Optimal Local Bandwidth Choice
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1991
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Philippe Vieu
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PDF
Chat
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Data-Driven Bandwidth Choice for Density Estimation Based on Dependent Data
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1990
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Jeffrey D. Hart
Philippe Vieu
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Kernel regression smoothing of time series
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1990
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Wolfgang Karl Härdle
Philippe Vieu
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Local data-driven bandwidth choice for density estimation
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1989
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Jan Mielniczuk
Pascal Sarda
Philippe Vieu
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Empirical distribution function for mixing random variables. application in nonparametric hazard estimation
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1989
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P. Sardá
Philippe Vieu
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+
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Distribution and Hazard Functions Estimation
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1989
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Lázió Györfi
Wolfgang Karl Härdle
Pascal Sarda
Philippe Vieu
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How to Select the Smoothing Parameter?
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1989
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Lázió Györfi
Wolfgang Karl Härdle
Pascal Sarda
Philippe Vieu
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Density Estimation
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1989
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Lázió Györfi
Wolfgang Karl Härdle
Pascal Sarda
Philippe Vieu
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+
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Empirical distribution function for mixing random variables. Application in non parametric hasard estimation
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1989
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Pascal Sarda
Philippe Vieu
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+
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Regression Estimation and Time Series Analysis
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1989
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Lázió Györfi
Wolfgang Karl Härdle
Pascal Sarda
Philippe Vieu
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+
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Contributions à l'estimation fonctionnelle : [thèse soutenue sur un ensemble de travaux]
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1987
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Philippe Vieu
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Approche non paramétrique en théorie de la fiabilité : revue bibliographique
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1986
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Salima Hassani
Pascal Sarda
Philippe Vieu
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Weak pointwise consistency of the cross validatory window estimate in non parametric regression estimation
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1985
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Gérard Collomb
Pascal Sarda
Philippe Vieu
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