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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-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-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-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-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-00635689v1  Journal articles
Frédéric FerratySylvie Viguier-PlaPhilippe Vieu. Factor-based comparison of groups of curves
Computational Statistics and Data Analysis, Elsevier, 2007, 51 (10), pp.4903-4910. ⟨10.1016/j.csda.2006.10.001⟩
hal-00795618v1  Journal articles
Wenceslao Gonzalez ManteigaPhilippe Vieu. Statistics for functional data
Computational Statistics and Data Analysis, Elsevier, 2007, 51 (10), pp.4788-4792. ⟨10.1016/j.csda.2006.10.017⟩
hal-00795596v1  Journal articles
Karim BenhenniFrédéric FerratyMustapha RachdiPhilippe Vieu. Local smoothing regression with functional data
Computational Statistics, Springer Verlag, 2007, 22 (3), pp.353-369. ⟨10.1007/s00180-007-0045-0⟩
hal-00628614v1  Journal articles
Frédéric FerratyPhilippe Vieu. Additive prediction and boosting for functional data
Computational Statistics and Data Analysis, Elsevier, 2009, 53 (4), pp.1400-1413. ⟨10.1016/j.csda.2008.11.023⟩
hal-00635607v1  Journal articles
Sophie Dabo-NiangFrédéric FerratyPhilippe Vieu. On the using of modal curves for radar waveforms classification
Computational Statistics and Data Analysis, Elsevier, 2007, 51 (10), pp.4878-4890. ⟨10.1016/j.csda.2006.07.012⟩
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-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-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⟩
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-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-00794782v1  Book sections
Frédéric FerratyAdela Martínez-CalvoPhilippe Vieu. Thresholding in nonparametric functional regression with scalar response
Recent advances in functional data analysis and related topics, Physica-Verlag / Springer, pp.103-109, 2011, 978-3-7908-2735-4. ⟨10.1007/978-3-7908-2736-1_16⟩
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-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
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hal-00020028v1  Journal articles
Frédéric FerratyAndré MasPhilippe Vieu. Advances on nonparametric regression for functional variables
Australian and New Zealand Journal of Statistics, Wiley, 2007, pp.49 (3), 1-20
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