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A HILL TYPE ESTIMATOR OF THE WEIBULL TAIL-COEFFICIENT

Stéphane Girard
Communications in Statistics - Theory and Methods, 2004, 33 (2), pp.205-234
Journal articles hal-00724602v1
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A Pickands type estimator of the extreme value index

Laurent Gardes , Stéphane Girard
2004
Preprints, Working Papers, ... hal-00001307v1
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Estimating extreme quantiles of Weibull tail-distributions

Laurent Gardes , Stéphane Girard
Communications in Statistics - Theory and Methods, 2005, 34, pp.1065-1080
Journal articles hal-00326609v1
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Estimation of the Weibull tail-coefficient with linear combination of upper order statistics

Laurent Gardes , Stéphane Girard
[Research Report] RR-5571, INRIA. 2005, pp.27
Reports inria-00070435v2
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Contributions à l'inférence statistique semi- et non-paramétrique

Stéphane Girard
Mathématiques [math]. Université Joseph-Fourier - Grenoble I, 2004
Habilitation à diriger des recherches tel-00006453v1
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A nonlinear PCA based on manifold approximation

Stéphane Girard
Computational Statistics, 2000, 15 (2), pp.145-167
Journal articles hal-00724764v1

Asymptotic distribution of a Pickands-type estimator of the extreme value index

Laurent Gardes , Stéphane Girard
Comptes rendus de l'Académie des sciences. Série I, Mathématique, 2005, 341, pp.53-58
Journal articles hal-00383150v1
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Non linear modelling of scattered multivariate data and its application to shape change

Bernard Chalmond , Stéphane Girard
IEEE Transactions on Pattern Analysis and Machine Intelligence, 1999, 21 (5), pp.422-432. ⟨10.1109/34.765654⟩
Journal articles hal-00990742v1
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Linear programming problems for $L_1$ optimal frontier estimation

Stéphane Girard , Anatoli B. Juditsky , Alexander Nazin
RR-5466, INRIA. 2005, pp.34
Reports inria-00070541v1
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Estimation procedures for a semiparametric family of bivariate copulas

Cécile Amblard , Stéphane Girard
Journal of Computational and Graphical Statistics, 2005, 14 (2), pp.1-15. ⟨10.1198/106186005X48722⟩
Journal articles hal-00724711v2
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Asymptotic normality of the L1-error for Geffroy's estimate of point process boundaries

Stéphane Girard , Pierre Jacob
Publications de l'Institut de Statistique de l'Université de Paris, 2005, XLIX, pp.3-17
Journal articles hal-00383170v1
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Central limit theorems for smoothed extreme value estimates of point processes boundaries

Stéphane Girard , Ludovic Menneteau
Journal of Statistical Planning and Inference, 2005, 135 (2), pp.433-460. ⟨10.1016/j.jspi.2004.04.020⟩
Journal articles hal-00383141v2
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Auto-Associative Models and Generalized Principal Component Analysis

Stéphane Girard , Serge Iovleff
Journal of Multivariate Analysis, 2005, 93 (1), pp.21-39. ⟨10.1016/j.jmva.2004.01.006⟩
Journal articles hal-00383139v1
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Comparison of Weibull tail-coefficient estimators

Laurent Gardes , Stéphane Girard
REVSTAT - Statistical Journal, 2006, 4 (2), pp.163-188
Journal articles hal-00009006v2
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Statistical inference for Weibull tail-distributions

Stéphane Girard
Journées Extrêmes à Lille, Mar 2006, Lille, France
Documents associated with scientific events hal-00985807v1

Asymptotic properties of a Pickands type estimator of the extreme value index

Laurent Gardes , Stéphane Girard
Focus on probability theory, Nova Science, pp.133-149, 2006
Book sections hal-00104066v1

L1-optimal frontier estimation via linear programming

Stéphane Girard , Anatoli B. Juditsky , Alexander Nazin
Automation and Remote Control / Avtomatika i Telemekhanika, 2005, 66 (12), pp.2000-2018. ⟨10.1007/s10513-005-0231-x⟩
Journal articles istex hal-00383178v1

Asymptotic normality of the L1-error of a boundary estimator

Jean Geffroy , Stéphane Girard , Pierre Jacob
Journal of Nonparametric Statistics, 2006, 18 (1), pp.21-31. ⟨10.1080/10485250500456664⟩
Journal articles hal-00103267v1
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On the Convergence of the ET Method for Extreme Upper Quantile Estimation

Stéphane Girard , Jean Diebolt
RR-3389, INRIA. 1998
Reports inria-00073300v1
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Limit theorems for extreme value estimates of point processes boundaries

Stéphane Girard , Ludovic Menneteau
[Research Report] RR-4366, INRIA. 2002
Reports inria-00072222v1
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Nonlinear Data Representation for Visual Learning

Bernard Chalmond , Stéphane Girard
RR-3550, INRIA. 1998
Reports inria-00073133v1

Nonparametric Frontier Estimation by Linear Programming

Guillaume Bouchard , Stéphane Girard , Anatoli B. Juditsky , Alexander Nazin
Automation and Remote Control / Avtomatika i Telemekhanika, 2004, 65 (1), pp.58--64. ⟨10.1023/B:AURC.0000011690.13220.58⟩
Journal articles istex inria-00548244v1
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Deux méthodes statistiques pour la classification et la régression en grande dimension

Stéphane Girard
2019
Preprints, Working Papers, ... hal-02156948v1
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Linear programming problems for frontier estimation

Guillaume Bouchard , Stéphane Girard , Anatoli B. Juditsky , Alexander Nazin
[Research Report] RR-4717, INRIA. 2003
Reports inria-00071869v1
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Reference curves estimation via Sliced Inverse Regression

Ali Gannoun , Stéphane Girard , Christiane Guinot , Jerôme Saracco
Applied Stochastic Models and Data Analysis, 2005, Brest, France. pp.1484-1492
Conference papers hal-00987055v1
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Symmetry and dependence properties within a semiparametric family of bivariate copulas

Cécile Amblard , Stéphane Girard
Journal of Nonparametric Statistics, 2002, 14 (6), pp.715-727. ⟨10.1080/10485250215322⟩
Journal articles hal-00990374v1

Estimation of extreme regression risk measures

Stéphane Girard
2018 - Workshop Rare Events, Extremes and Machine Learning, May 2018, Paris, France
Conference papers hal-01800772v1

Un aperçu des méthodes statistiques pour la classification et la régression en grande dimension

Stéphane Girard
Workshop "Appréhender la grande dimension" 2019, Jun 2019, Paris, France
Conference papers hal-02149891v1
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Auto-Associative Models and Generalized Principal Component Analysis

Stéphane Girard , Serge Iovleff
[Research Report] RR-4364, INRIA. 2002
Reports inria-00072224v1
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Transformation of a copula using the associated co-copula

Stéphane Girard
Dependence Modeling, 2018, 6 (1), pp.298-308. ⟨10.1515/demo-2018-0017⟩
Journal articles hal-01881969v2