Frédéric Ferraty - Concepedia

Author

Frédéric Ferraty

Université Toulouse III - Paul Sabatier ORCID

Also Known As

F Ferraty, F. Ferraty, FRÉDÉRIC FERRATY, Ferraty, F., Ferraty, Frederic, Ferraty, Frederic; Universite' de Toulouse II - Le Mirail; ferraty@cict.fr, Ferraty, FrÃ¢edÃ¢eric, Ferraty, FrÃ©dÃ©ric, Ferraty, FrÃ©dÃ©ric; Institut de MathÃ©matiques de Toulouse; ferraty@cict.fr, Ferraty, Frédéric

109

Publications

6.5K

Citations

H-Index

Concepts

All Affiliations

Université Toulouse III - Paul Sabatier Institut de Mathématiques de Toulouse Université Toulouse - Jean Jaurès Centre National de la Recherche Scientifique

About

Frédéric Ferraty is an author at Université Toulouse III - Paul Sabatier specializing in functional data analysis, statistics, and statistical inference.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	18	21	2.2K
2	Public Health	6	6	711
3	Biostatistics	5	5	629
4	Business	2	2	262
5	Management	1	1	92

Frédéric Ferraty

Publications

4.2K

Citations

H-Index

Page 1

	Year	Citations
Functional linear model Hervé Cardot, Frédéric Ferraty, Pascal Sarda Statistics & Probability Letters Linear SystemFunctional AnalysisFunctional Linear ModelFunctional Data AnalysisModel Analysis	1999	543
SPLINE ESTIMATORS FOR THE FUNCTIONAL LINEAR MODEL Frédéric Ferraty, Pascal Sarda EngineeringMultivariate AnalysisData ScienceSpline EstimatorsHigh-dimensional Method	2003	458
Curves discrimination: a nonparametric functional approach Frédéric Ferraty, Philippe Vieu Computational Statistics & Data Analysis Curves DiscriminationStatistical Shape AnalysisStatistical InferenceCurve FittingCurve Modeling	2003	298
The Functional Nonparametric Model and Application to Spectrometric Data Frédéric Ferraty, Philippe Vieu Computational Statistics Functional Nonparametric ModelMass SpectrometryChemometricsChemometric MethodFunctional Data Analysis	2002	247
NONPARAMETRIC REGRESSION ON FUNCTIONAL DATA: INFERENCE AND PRACTICAL ASPECTS Frédéric Ferraty, André Mas, Philippe Vieu Australian & New Zealand Journal of Statistics Density EstimationEngineeringMultivariate AnalysisData ScienceMachine Learning	2007	224
Rate of uniform consistency for nonparametric estimates with functional variables Frédéric Ferraty, Ali Laksaci, Amel Tadj, Journal of Statistical Planning and Inference Density EstimationEngineeringUniform ConsistencyStatistical InferenceEstimation Theory	2009	186
Testing Hypotheses in the Functional Linear Model Hervé Cardot, Frédéric Ferraty, André Mas, Scandinavian Journal of Statistics EngineeringMultivariate AnalysisFunctional Linear ModelTest StatisticsExperimental Testing	2003	174
Nonparametric models for functional data, with application in regression, time series prediction and curve discrimination Frédéric Ferraty, Philippe Vieu Journal of nonparametric statistics EngineeringScalar ResponseTime Series EconometricsNonparametric ModelsData Science	2004	171
<i>k</i>-Nearest Neighbour method in functional nonparametric regression Florent Burba, Frédéric Ferraty, Philippe Vieu Journal of nonparametric statistics Knn Kernel EstimatorEngineeringHigh-dimensional MethodData ScienceApproximation Theory	2009	139
Cross-validated estimations in the single-functional index model Ahmed Ait-Saïdi, Frédéric Ferraty, Rabah Kassa, Statistics EngineeringMultivariate AnalysisData ScienceFunctional Index ModelHigh-dimensional Method	2008	129

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