Cross-validated estimations in the single functional index model, 2008. ,
Time series prediction: a semi-functional partial linear model, Journal of Multivariate Analysis, 2008. ,
Optimal minimal neural interpretation of spectra, Analytical Chemistry, vol.64, issue.5, pp.545-551 ,
DOI : 10.1021/ac00029a018
Linear Processes in Function Spaces : Theory and Applications, Lecture Notes in Statistics, vol.149, 2000. ,
DOI : 10.1007/978-1-4612-1154-9
Testing Hypotheses in the Functional Linear Model, Scandinavian Journal of Statistics, vol.29, issue.1, pp.241-255, 2003. ,
DOI : 10.1016/S0167-7152(99)00036-X
Functional Linear Model Statist. and Prob. Letters, pp.11-22, 1999. ,
Etude asymptotique d'un estimateur spline hybride pour le modèle linéaire fonctionnel. (French) [Asymptotic study of a hybrid spline estimator for the functional linear model, C. R. Acad. Sci. Paris, issue.6, pp.330-501, 2000. ,
DOI : 10.1016/s0764-4442(00)00207-x
Testing for No Effect in Functional Linear Regression Models, Some Computational Approaches, Communications in Statistics - Simulation and Computation, vol.13, issue.1, pp.179-199, 2004. ,
DOI : 10.2307/2289535
Smoothing splines estimators in functional linear regression with errors-in-variables. Computational Statistics and Data Analysis, special issue on functional data analysis, pp.51-4832, 2007. ,
URL : https://hal.archives-ouvertes.fr/hal-00632510
Diagnostics for functional regression via residual processes, Computational Statistics & Data Analysis, vol.51, issue.10, pp.51-4849, 2007. ,
DOI : 10.1016/j.csda.2006.07.042
Smoothing splines estimators for functional linear regression, The Annals of Statistics, vol.37, issue.1, pp.35-72, 2009. ,
DOI : 10.1214/07-AOS563
URL : https://hal.archives-ouvertes.fr/hal-00627068
Régression non-paramétrique fonctionnelle : Expressions asymptotiques des moments. Annales de l'I, pp.43-67, 2007. ,
Régression sur variable fonctionnelle: Estimation, Tests de structure et Applications, 2008. ,
Advances on asymptotic normality in non-parametric functional time series analysis, Statistics, vol.53, issue.1, pp.13-33, 2009. ,
DOI : 10.1016/j.jspi.2006.10.001
Structural test in regression on functional variables, 2010. ,
URL : https://hal.archives-ouvertes.fr/hal-00630999
Functional nonparametric model for time series: a fractal approach for dimension reduction, Test, vol.10, issue.S??rie I, pp.317-344, 2002. ,
DOI : 10.1007/BF02595710
Dimension fractale et estimation de la régression dans des espaces vectoriels semi-normés, Compte Rendus de l, Académie des Sciences, vol.330, pp.403-406, 2000. ,
DOI : 10.1016/s0764-4442(00)00140-3
Nonparametric Functional Data Analysis: Theory and Practice, 2006. ,
Test of no-effect hypothesis by nonparametric regression, Afr. Stat, vol.1, issue.1, pp.67-76, 2005. ,
Prediction in functional linear regression. (English summary) Ann. Statist, pp.2159-2179, 2006. ,
Comparing Nonparametric Versus Parametric Regression Fits Annals of Statistics, pp.1926-1947, 1993. ,
Nonparametric regression estimation for dependent functional data : asymptotic normality, Stochastic Process, Appl, vol.115, issue.1, pp.155-177, 2005. ,
Bootstrap and Wild Bootstrap for High Dimensional Linear Models, The Annals of Statistics, vol.21, issue.1, pp.255-285, 1993. ,
DOI : 10.1214/aos/1176349025
PLS regression on a stochastic process, Computational Statistics & Data Analysis, vol.48, issue.1, pp.149-158, 2005. ,
DOI : 10.1016/j.csda.2003.10.003
URL : https://hal.archives-ouvertes.fr/hal-01124683
Some tools for functional data analysis, J.R. Statist. Soc. B, vol.53, pp.539-572, 1991. ,
Functional Data Analysis, 1997. ,
Applied functional data analysis : Methods and case studies, 2002. ,
DOI : 10.1007/b98886
Functional Data Analysis, 2005. ,
Functional Regression: A New Model for Predicting Market Penetration of New Products Marketing Science, pp.36-51, 2009. ,