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inria-00494772v1  Conference papers
Laurent DelsolFrédéric FerratyPhilippe Vieu. Utilisation de tests de structure en régression sur variable fonctionnelle.
42èmes Journées de Statistique, 2010, Marseille, France, France
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inria-00494795v1  Conference papers
Fabrice MorlaisFrédéric FerratyPhilippe Vieu. Découpage de courbes de densité : Application au dépistage du cancer
42èmes Journées de Statistique, 2010, Marseille, France, France
hal-00628233v1  Journal articles
Florent BurbaFrédéric FerratyPhilippe Vieu. k-nearest neighbour method in functional nonparametric regression
Journal of Nonparametric Statistics, American Statistical Association, 2009, 21 (4), pp.453-469. ⟨10.1080/10485250802668909⟩
hal-00629240v1  Journal articles
J. Barrientos-MarinFrédéric FerratyPhilippe Vieu. Locally modelled regression and functional data
Journal of Nonparametric Statistics, American Statistical Association, 2010, 22 (5-6), pp.617-632. ⟨10.1080/10485250903089930⟩
hal-00794883v1  Journal articles
Frédéric FerratyAli LaksaciAmel TadjPhilippe Vieu. Kernel regression with functional response
Electronic journal of statistics , Shaker Heights, OH : Institute of Mathematical Statistics, 2011, 5, pp.159-171. ⟨10.1214/11-EJS600⟩
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hal-00635687v2  Journal articles
Frédéric FerratyAndré MasPhilippe Vieu. Advances on nonparametric regression for functional variables
Australian and New Zealand Journal of Statistics, Wiley, 2007, 49 (3), pp.267-286. ⟨10.1111/j.1467-842X.2007.00480.x⟩
hal-00629366v1  Journal articles
Mohand BouraineAhmed Ait SaidiFrédéric FerratyPhilippe Vieu. Choix optimal de l'indice multi-fonctionnel: méthode de validation croisée
Revue roumaine de mathématiques pures et appliquées, Editura Academiei Române, 2010, 55 (5), pp.355-367
hal-00794855v1  Book sections
German AneirosFrédéric FerratyPhilippe Vieu. Variable selection in semi-functional regression models
Recent advances in functional data analysis and related topics, Physica-Verlag / Springer, pp.17-22, 2011, 978-3-7908-2735-4. ⟨10.1007/978-3-7908-2736-1_3⟩
hal-00794772v1  Book sections
Frédéric FerratyJuhyun ParkPhilippe Vieu. Estimation of a functional single index model
Recent Advances in Functional Data Analysis and Related Topics, Physica-Verlag / Springer, pp.111-116, 2011, 978-3-7908-2735-4. ⟨10.1007/978-3-7908-2736-1_17⟩
hal-00794806v1  Book sections
Frédéric FerratyAldo GoiaEnersto SalinelliPhilippe Vieu. Recent advances on functional additive regression
Recent Advances in Functional Data Analysis and Related Topics, Physica-Verlag / Springer, pp.97-102, 2011, 978-3-7908-2735-4. ⟨10.1007/978-3-7908-2736-1_15⟩
hal-00794815v1  Book sections
Laurent DelsolFrédéric FerratyPhilippe Vieu. Structural tests in regression on functional variable
Recent advances in functional data analysis and related topics, Physica-Verlag / Springer, pp.77-83, 2011, 978-3-7908-2735-4. ⟨10.1007/978-3-7908-2736-1_12⟩
hal-00794727v1  Book sections
Frédéric FerratyPhilippe Vieu. Kernel regression estimation for functional data
The Oxford handbook of functional data analysis, Oxford university press, pp.72-129, 2011, 9780199568444
hal-00794733v1  Book sections
Frédéric FerratyPhilippe Vieu. A unifying classification for functional regression modeling
Oxford handbook of functional data analysis, Oxford university press, pp.3-20, 2011, 9780199568444
hal-00794752v1  Book sections
Alejandro Quintela-Del-RíoFrédéric FerratyPhilippe Vieu. Nonparametric conditional density estimation for functional data. Econometric applications
Recent Advances in Functional Data Analysis and Related Topics, Physica-Verlag / Springer, pp.263-268, 2011, 978-3-7908-2735-4. ⟨10.1007/978-3-7908-2736-1_41⟩
hal-00795601v1  Book sections
Frédéric FerratyAldo GoiaPhilippe Vieu. Nonparametric functional methods: new tools for chemometric analysis
Statistical methods for biostatistics and related fields, Springer, pp.245-264, 2007
hal-00634623v1  Conference papers
Alain BoudouFrédéric FerratyYves RomainPascal SardaPhilippe Vieu et al.  Introduction to IWFOS'2008
International Workshop on Functional and Operational Statistics (IWFOS), 2008, France. pp.1-5, ⟨10.1007/978-3-7908-2062-1_1⟩
hal-00629615v1  Journal articles
Frédéric FerratyP. HallPhilippe Vieu. Most-predictive design points for functional data predictors
Biometrika, Oxford University Press (OUP), 2010, 97 (4), pp.807-824. ⟨10.1093/biomet/asq058⟩
hal-00933580v1  Journal articles
Frédéric FerratyNadia KudraszowPhilippe Vieu. Nonparametric estimation of a surrogate density function in infinite-dimensional spaces
Journal of Nonparametric Statistics, American Statistical Association, 2012, 24 (2), pp.447-464. ⟨10.1080/10485252.2012.671943⟩
hal-00630999v1  Journal articles
Laurent DelsolFrédéric FerratyPhilippe Vieu. Structural test in regression on functional variables
Journal of Multivariate Analysis, Elsevier, 2011, 102 (3), pp.422-447. ⟨10.1016/j.jmva.2010.10.003⟩
hal-00629485v1  Journal articles
Ricardo CaoWinfried StutePhilippe VieuJacobo de Uña. Editorial Special issue : Papers inspired by th International Seminar on Nonparametric Inference
Journal of Nonparametric Statistics, American Statistical Association, 2010, 22 (5-6), pp.545-546. ⟨10.1080/10485250903564858⟩
hal-00933573v1  Journal articles
Frédéric FerratyWenceslao González-ManteigaAdela Martínez-CalvoPhilippe Vieu. Presmoothing in functional linear regression
Statistica Sinica, Taipei : Institute of Statistical Science, Academia Sinica, 2012, 22 (1), pp.69-94. ⟨10.5705/ss.2010.085⟩