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311 résultats
Estimation of extreme regression risk measures2018 - Workshop Rare Events, Extremes and Machine Learning, May 2018, Paris, France
Communication dans un congrès
hal-01800772v1
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Un aperçu des méthodes statistiques pour la classification et la régression en grande dimensionWorkshop "Appréhender la grande dimension" 2019, Jun 2019, Paris, France
Communication dans un congrès
hal-02149891v1
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Deux méthodes statistiques pour la classification et la régression en grande dimension2019
Pré-publication, Document de travail
hal-02156948v1
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On the regularization of Sliced Inverse RegressionStatlearn'10 - Workshop on Challenging problems in Statistical Learning, Jan 2010, Paris, France. pp.CDROM
Communication dans un congrès
hal-00762725v1
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An introduction to SIR: A statistical method for dimension reduction in multivariate regression2014
Pré-publication, Document de travail
hal-01058721v1
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Sliced Inverse Regression for datastreams: An introductionDoctoral. France. 2015
Cours
cel-02015159v1
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Transformation of a copula using the associated co-copulaDependence Modeling, 2018, 6 (1), pp.298-308. ⟨10.1515/demo-2018-0017⟩
Article dans une revue
hal-01881969v2
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Conditional extremes from heavy-tailed distributions: An application to the estimation of extreme rainfall return levelsExtremes, 2010, 13 (2), pp.177-204. ⟨10.1007/s10687-010-0100-z⟩
Article dans une revue
hal-00371757v4
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Some nonparametric estimators of the conditional tail index5th Conference on Extreme Value Analysis, EVA 2007, Jul 2007, Berne, Switzerland
Communication dans un congrès
hal-00847589v1
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Supervised and unsupervised classification using mixture modelsDidier Fraix-Burnet; Stéphane Girard. Statistics for Astrophysics: Clustering and Classification, 77, EDP Sciences, pp.69-90, 2016, EAS Publications Series, 978-2-7598-9001-9
Chapitre d'ouvrage
hal-01417514v1
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On the asymptotic behaviour of extreme geometric quantilesWorkshop 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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Extreme geometric quantiles in a multivariate regular variation frameworkExtremes, 2015, 18 (4), pp.629-663. ⟨10.1007/s10687-015-0226-0⟩
Article dans une revue
hal-01155112v2
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A new bivariate extension of FGM copulasMetrika, 2009, 70 (1), pp.1-17. ⟨10.1007/s00184-008-0174-7⟩
Article dans une revue
inria-00134433v2
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Estimation of the functional Weibull tail-coefficient10th International Conference on Extreme Value Analysis, Jun 2017, Delft, Netherlands
Communication dans un congrès
hal-01571990v1
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Functional Extreme-PLS2024
Pré-publication, Document de travail
hal-04488561v1
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Boundary estimation via regression on high power-transformed dataISI 2007 - 56th Session of the International Statistical Institute, Aug 2007, Lisbonne, Portugal
Communication dans un congrès
hal-00847591v1
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Frontier estimation with local polynomials and high power-transformed dataJournal of Multivariate Analysis, 2009, 100 (8), pp.1691-1705. ⟨10.1016/j.jmva.2009.01.011⟩
Article dans une revue
hal-00384731v1
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Strong invariance principles for tail quantile processes with applications to extreme value index estimationEVA 2011 - 7th International Conference on Extreme Value Analysis, Jun 2011, Lyon, France. pp.CDROM
Communication dans un congrès
hal-00764293v1
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Frontier estimation via kernel regression on high power-transformed dataJournal of Multivariate Analysis, 2008, 99, pp.403-420. ⟨10.1016/j.jmva.2006.11.006⟩
Article dans une revue
hal-00077683v3
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Frontier estimation via regression on high power-transformed dataCongrès conjoint de la Société Statistique du Canada et de la Société Française de Statistique, May 2008, Ottawa, Canada
Communication dans un congrès
hal-00847606v1
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Smoothed extreme value estimators of non-uniform point processes boundaries with application to star-shaped supports estimationCommunications in Statistics - Theory and Methods, 2008, 37 (6), pp.881-897. ⟨10.1080/03610920701693884⟩
Article dans une revue
inria-00317239v1
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Auto-associative models, nonlinear Principal component analysis, manifolds and projection pursuitAlexander N. Gorban, Balázs Kégl, Donald C. Wunsch, and Andrei Y. Zinovyev. Principal Manifolds for Data Visualisation and Dimension Reduction, Springer-Verlag, pp.202-218, 2008, Lecture Notes in Computational Science and Engineering, 978-3-540-73749-0. ⟨10.1007/978-3-540-73750-6_8⟩
Chapitre d'ouvrage
hal-00383137v1
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On the asymptotic behaviour of extreme geometric quantiles9th International Conference on Extreme Value Analysis, Jun 2015, Ann Arbor, United States
Communication dans un congrès
hal-01168521v1
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On the estimation of the functional Weibull tail-coefficientJournal of Multivariate Analysis, 2016, Special Issue on Statistical Models and Methods for High or Infinite Dimensional Spaces, 146 (C), pp.29--45. ⟨10.1016/j.jmva.2015.05.007⟩
Article dans une revue
hal-01063569v3
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Robust supervised classification with Gaussian mixtures: learning from data with uncertain labelsCOMPSTAT'2008 - 18th International Conference on Computational Statistics, Aug 2008, Porto, Portugal. pp.129-136
Communication dans un congrès
hal-00270654v1
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HoPSIR: Homogeneous Penalization of Sliced Inverse RegressionSFdS 2023 - 54èmes Journées de Statistique de la Société Française de Statistique, Jul 2023, Bruxelles, Belgium. pp.1-6
Communication dans un congrès
hal-04174522v1
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Nonparametric estimation of the conditional tail copulaJournal of Multivariate Analysis, 2015, 137, pp.1-16. ⟨10.1016/j.jmva.2015.01.018⟩
Article dans une revue
hal-00964514v3
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Estimation of the largest tail-index and extreme quantiles from a mixture of heavy-tailed distributionsCMStatistics 2021 - 14th International Conference of the ERCIM WG on Computational and Methodological Statistics, Dec 2021, London, United Kingdom
Communication dans un congrès
hal-03501785v1
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Estimation of the Weibull tail-coefficient with linear combination of upper order statisticsJournal of Statistical Planning and Inference, 2008, 138 (5), pp.1416-1427. ⟨10.1016/j.jspi.2007.04.026⟩
Article dans une revue
hal-00821187v1
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Estimation de quantiles extrêmes pour les lois à queue de type Weibull : une synthèse bibliographiqueJournal de la Société Française de Statistique, 2013, 154 (2), pp.98-118
Article dans une revue
hal-00799249v2
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