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hal-03235031v1  Conference papers
Stéphane GirardEmmanuel Gobet. Estimation of the tail-index and extreme quantiles from a mixture of heavy-tailed distributions
RESIM 2021 - 13th International Workshop on Rare-Event Simulation, May 2021, Paris / Virtual, France. pp.1
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hal-00985320v1  Documents associated with scientific events
Cécile AmblardStéphane Girard. A semiparametric family of bivariate copulas: dependence properties and estimation procedures
IMS Annual Meeting and X Brazilian School of Probability, Jul 2006, Rio de Janeiro, Brazil
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hal-00990374v1  Journal articles
Cécile AmblardStéphane Girard. Symmetry and dependence properties within a semiparametric family of bivariate copulas
Journal of Nonparametric Statistics, American Statistical Association, 2002, 14 (6), pp.715-727. ⟨10.1080/10485250215322⟩
hal-00407834v1  Conference papers
Charles BouveyronStéphane GirardMadalina Olteanu. Supervised classification of categorical data with uncertain labels for DNA barcoding
ESANN 2009 - 11th European Symposium on Artificial Neural Networks, Apr 2009, Bruges, Belgium. pp.29-34
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hal-00863540v1  Conference papers
Gildas MazoStéphane GirardFlorence Forbes. A parsimonious multivariate copula for tail dependence modeling
EVT 2013 - Extremes in Vimeiro Today, Sep 2013, Vimeiro, Portugal
hal-01159217v1  Conference papers
Laurent AmsalegOussama ChellyTeddy FuronStéphane GirardMichael E. Houle et al.  Estimating Local Intrinsic Dimensionality
21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD'15, ACM, Aug 2015, Sidney, Australia. pp.29-38 ⟨10.1145/2783258.2783405⟩
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hal-00541203v4  Journal articles
Laurent BergéCharles BouveyronStéphane Girard. HDclassif: an R Package for Model-Based Clustering and Discriminant Analysis of High-Dimensional Data
Journal of Statistical Software, University of California, Los Angeles, 2012, 46 (6), pp.1-29
inria-00176283v1  Journal articles
Charles BouveyronStéphane GirardCordelia Schmid. High-Dimensional Discriminant Analysis
Communications in Statistics - Theory and Methods, Taylor & Francis, 2007, 36 (14), pp.2607-2623. ⟨10.1080/03610920701271095⟩
hal-00270654v1  Conference papers
Charles BouveyronStéphane Girard. Robust supervised classification with Gaussian mixtures: learning from data with uncertain labels
COMPSTAT'2008 - 18th International Conference on Computational Statistics, Aug 2008, Porto, Portugal. pp.129-136
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hal-00528670v2  Book sections
Abdelaati DaouiaLaurent GardesStéphane Girard. Nadaraya's estimates for large quantiles and free disposal support curves
I. Van Keilegom and P. Wilson,. Exploring research frontiers in contemporary statistics and econometrics, Springer, pp.1-22, 2012, 978-3-7908-2348-6. ⟨10.1007/978-3-7908-2349-3_1⟩
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hal-00905192v1  Conference papers
Jonathan El MethniStéphane GirardLaurent Gardes. Estimation de mesures de risque pour des pluies extrêmes dans la région Cévennes-Vivarais
Evénements extrêmes d'inondation : de l'étude de l'aléa à la gestion du risque pour les ouvrages hydrauliques, Nov 2013, Lyon, France. pp.CDROM
hal-00803119v1  Conference papers
Stéphane GirardLaurent Gardes. Functional kernel estimators of conditional extreme quantiles
7èmes Journées de Statistique Fonctionnelle et Opératorielle, Jun 2012, Montpellier, France
hal-00803127v1  Conference papers
Abdelaati DaouiaLaurent GardesStéphane Girard. On kernel smoothing for extremal quantile regression
ERCIM 2012 - 5th International Conference of the ERCIM WG on Computing and Statistics, Dec 2012, Oviedo, Spain
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hal-00803441v1  Conference papers
Smriti JoshiAnne LombardotMarc BellevilleEdith BeignéStéphane Girard. Statistical leakage estimation in 32nm CMOS considering cells correlations
FTFC - 11th IEEE conference on Faible Tension Faible Consommation, Jun 2012, Paris, France. pp.1-4, ⟨10.1109/FTFC.2012.6231721⟩
hal-00803444v1  Conference papers
Gildas MazoFlorence ForbesStéphane Girard. Augmented cumulative distribution networks for multivariate extreme value modelling
ERCIM 2012 - 5th International Conference of the ERCIM WG on Computing and Statistics, Dec 2012, Oviedo, Spain
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hal-00608192v4  Journal articles
Laurent GardesStéphane Girard. Functional kernel estimators of large conditional quantiles
Electronic Journal of Statistics , Shaker Heights, OH : Institute of Mathematical Statistics, 2012, 6, pp.1715-1744. ⟨10.1214/12-EJS727⟩
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hal-00022183v4  Journal articles
Charles BouveyronStéphane GirardCordelia Schmid. High-Dimensional Data Clustering
Computational Statistics and Data Analysis, Elsevier, 2007, 52 (1), pp.502-519. ⟨10.1016/j.csda.2007.02.009⟩
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inria-00180458v3  Journal articles
Caroline Bernard-MichelLaurent GardesStéphane Girard. Gaussian Regularized Sliced Inverse Regression
Statistics and Computing, Springer Verlag (Germany), 2009, 19 (1), pp.85-98. ⟨10.1007/s11222-008-9073-z⟩
insu-00364717v1  Conference papers
Caroline Bernard-MichelS. DoutéLaurent GardesStéphane Girard. Estimation of Mars surface physical properties from hyperspectral images using the SIR method
ASMDA 2007 - 12th International Conference on Applied Stochastic Models and Data Analysis, May 2007, Chania, Crete, Greece