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Inference for extremal regression with dependent heavy-tailed data

Abdelaati Daouia , Gilles Stupfler , Antoine Usseglio-Carleve
2023
Pré-publication, Document de travail hal-03612202v3
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Estimation of the parameters of a Markov-modulated loss process in insurance

Armelle Guillou , Stéphane Loisel , Gilles Stupfler
Insurance: Mathematics and Economics, 2013, 53, pp.388-404. ⟨10.1016/j.insmatheco.2013.07.003⟩
Article dans une revue hal-00589696v1
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Nonparametric extreme conditional expectile estimation

Stéphane Girard , Gilles Stupfler , Antoine Usseglio-Carleve
Scandinavian Journal of Statistics, 2022, 49 (1), pp.78-115. ⟨10.1111/sjos.12502⟩
Article dans une revue hal-02114255v3
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Extreme Lp-quantile kernel regression

Stéphane Girard , Gilles Stupfler , Antoine Usseglio-Carleve
Advances in Contemporary Statistics and Econometrics, Springer, pp.197-219, 2021, ⟨10.1007/978-3-030-73249-3_11⟩
Chapitre d'ouvrage hal-03182032v1

Estimating an endpoint using high order moments

Stéphane Girard , Armelle Guillou , Gilles Stupfler
EVA 2011 - 7th International Conference on Extreme Value Analysis, Jun 2011, Lyon, France
Communication dans un congrès hal-00847585v1
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Estimation de point terminal dans le domaine d'attraction de Weibull par une méthode des moments d'ordre élevé

Gilles Stupfler , Stéphane Girard , Armelle Guillou
44e Journées de Statistique, May 2012, Bruxelles, Belgique
Communication dans un congrès hal-00801381v1

Estimating a frontier function using a high-order moments method

Gilles Stupfler , Stéphane Girard , Armelle Guillou
31st European Meeting of Statisticians, Jul 2017, Helsinki, Finland
Communication dans un congrès hal-01571126v1
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Joint inference on extreme expectiles for multivariate heavy-tailed distributions

Simone A. Padoan , Gilles Stupfler
2021
Pré-publication, Document de travail hal-02902667v3
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Bias-reduced and variance-corrected asymptotic Gaussian inference about extreme expectiles

Abdelaati Daouia , Gilles Stupfler , Antoine Usseglio-Carleve
2023
Pré-publication, Document de travail hal-04097302v2
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Asymptotic Properties of Generalized Shortfall Risk Measures for Heavy-tailed Risks

Tiantian Mao , Gilles Stupfler , Fan Yang
2023
Pré-publication, Document de travail hal-04103508v1
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Extreme geometric quantiles in a multivariate regular variation framework

Stéphane Girard , Gilles Stupfler
Extremes, 2015, 18 (4), pp.629-663. ⟨10.1007/s10687-015-0226-0⟩
Article dans une revue hal-01155112v2

Estimation of tail risk based on extreme expectiles

Stéphane Girard , Abdelaati Daouia , Gilles Stupfler
Workshop Extremes - Copulas - Actuarial science, Feb 2016, Luminy, France
Communication dans un congrès hal-01311778v1
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Estimating the parameters of a seasonal Markov-modulated Poisson process

Armelle Guillou , Stéphane Loisel , Gilles Stupfler
Statistical Methodology, 2015, 26, pp.103-123. ⟨10.1016/j.stamet.2015.04.003⟩
Article dans une revue hal-00965279v2
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An integrated functional Weissman estimator for conditional extreme quantiles

Laurent Gardes , Gilles Stupfler
REVSTAT - Statistical Journal, 2019, 17 (1), pp.109-144
Article dans une revue hal-01362839v2

Transformations to symmetry based on the probability weighted characteristic function

Simos G. Meintanis , Gilles Stupfler
Kybernetika, 2015, 51 (4), pp.571--587. ⟨10.14736/kyb-2015-4-0571⟩
Article dans une revue hal-01457397v1

On the asymptotic behaviour of extreme geometric quantiles

Gilles Stupfler , Stéphane Girard
Workshop on Extreme Value Theory, with an emphasis on spatial and temporal aspects, Nov 2014, Besançon, France
Communication dans un congrès hal-01086054v1
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Estimating an endpoint with high order moments

Stéphane Girard , Armelle Guillou , Gilles Stupfler
Test, 2012, 21 (4), pp.697-729. ⟨10.1007/s11749-011-0277-8⟩
Article dans une revue inria-00596979v1
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On the study of extremes with dependent random right-censoring

Gilles Stupfler
2017
Pré-publication, Document de travail hal-01450775v3
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Estimation of the conditional tail index using a smoothed local Hill estimator

Laurent Gardes , Gilles Stupfler
Extremes, 2014, 17 (1), pp.45-75
Article dans une revue hal-00739454v2

Extreme versions of Wang risk measures and their estimation

Gilles Stupfler , Jonathan El Methni
The 9th international conference on Extreme Value Analysis, Jun 2015, Ann Arbor, United States
Communication dans un congrès hal-01169904v1
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Optimal weighted pooling for inference about the tail index and extreme quantiles

Abdelaati Daouia , Simone A Padoan , Gilles Stupfler
2022
Pré-publication, Document de travail hal-03435415v3
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Extremiles: A new perspective on asymmetric least squares

Abdelaati Daouia , Irène Gijbels , Gilles Stupfler
Journal of the American Statistical Association, 2019, 114 (527), pp.1366-1381. ⟨10.1080/01621459.2018.1498348⟩
Article dans une revue hal-03109979v1

Nonparametric extreme conditional expectile estimation

Antoine Usseglio-Carleve , Stéphane Girard , Gilles Stupfler
CMStatistics 2019 - 12th International Conference of the ERCIM WG on Computational and Methodological Statistics, Dec 2019, London, United Kingdom
Communication dans un congrès hal-02413682v1

Extreme conditional expectile estimation in heavy-tailed heteroscedastic regression models

Antoine Usseglio-Carleve , Stéphane Girard , Gilles Stupfler
Insurance Data Science Conference 2022, Jun 2022, Milan, Italy. pp.1-65
Communication dans un congrès hal-03683646v1

Some negative results on extreme multivariate quantiles defined through convex optimisation

Stéphane Girard , Gilles Stupfler
10th International Conference of the ERCIM WG on Computing and Statistics, Dec 2017, London, United Kingdom
Communication dans un congrès hal-01667186v1

Extreme versions of Wang risk measures and their estimation

Jonathan El Methni , Gilles Stupfler
8th International Conference of the ERCIM WG on Computational and Methodological Statistics, Dec 2015, London, United Kingdom
Communication dans un congrès hal-01258640v1
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Extreme versions of Wang risk measures and their estimation for heavy-tailed distributions

Jonathan El Methni , Gilles Stupfler
12th International Conference on Operations Research, Mar 2016, La Havane, Cuba
Communication dans un congrès hal-01313675v1
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Analyzing and Predicting CAT Bond Premiums: a Financial Loss Premium Principle and Extreme Value Modeling

Gilles Stupfler , Fan Yang
ASTIN Bulletin, 2018, 48 (1), pp.375-411
Article dans une revue hal-04464416v1

Extreme M-quantiles as risk measures

Stéphane Girard , Abdelaati Daouia , Gilles Stupfler
10th International Conference of the ERCIM WG on Computing and Statistics, Dec 2017, London, United Kingdom
Communication dans un congrès hal-01667201v1
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Nonparametric extreme conditional expectile estimation

Stéphane Girard , Gilles Stupfler , Antoine Usseglio-Carleve
EVA 2019 - 11th International Conference on Extreme Value Analysis, Jul 2019, Zagreb, Croatia. pp.1
Communication dans un congrès hal-02186705v1