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Measuring and modelling multivariate and spatial dependence of extremes

Jean-Noel Bacro , Gwladys Toulemonde
Journal de la Société Française de Statistique, 2013, 154 (2), pp.139-155
Article dans une revue hal-00914958v1
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High dimensional clustering of coupound precipitation and wind extremes over Europe

Gwladys Toulemonde , Alexis Boulin , Elena Di Bernadino , Thomas Laloë
ICSDS 2023 - IMS International Conference on Statistics and Data Science, IMS, Dec 2023, Lisbon, Portugal
Communication dans un congrès hal-04373309v1
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Modélisation statistique de précipitations urbaines à fine échelle spatio-temporelle

Chloé Serre-Combe , Nicolas Meyer , Thomas Opitz , Gwladys Toulemonde
Workshop ANR MUFFINS, Sep 2023, Aix-en -Provence, France
Communication dans un congrès hal-04374131v1

A general model for bivariate tails probability

Jean-Noel Bacro , Néjib Dalhoumi , Gwladys Toulemonde
Third International Statistical Conference 2016, Sep 2016, Kuala-Lampur, Malaysia
Communication dans un congrès hal-01817368v1

High-dimensional clustering of sub-asymptotic maxima of a weakly dependent process

Alexis Boulin , Elena Di Bernardino , Thomas Laloë , Gwladys Toulemonde
EVA 2023 - 13th International Conference on Extreme Value Analysis, Jun 2023, Milan (Italie), Italy. 2023
Poster de conférence hal-04397078v1

Asymptotic tail properties of Poisson mixture distributions

Samuel Valiquette , Gwladys Toulemonde , Jean Peyhardi , Éric Marchand , Frédéric Mortier
2023 Joint Statistical Meetings, American Statistical Association, Aug 2023, Toronto ( CA ), Canada
Communication dans un congrès hal-04375734v1

Space-time modelling and simulation of extreme rainfall

Gwladys Toulemonde
MASCOT-NUM 2020 meeting, Apr 2021, Aussois, France
Communication dans un congrès hal-03888209v1
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Stochastic extreme rainfall simulations around Montpellier

Fátima Palacios Rodríguez , Gwladys Toulemonde , Julie Carreau , Thomas Opitz
8èmes journées scientifiques du LabEx NUMEV, Nov 2019, Montpellier, France
Poster de conférence hal-02417687v1
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Downscaling shallow water simulations using artificial neural networks and boosted trees

Killian Bakong , Vincent Guinot , Antoine Rousseau , Gwladys Toulemonde
Discrete and Continuous Dynamical Systems - Series S, 2023, 16 (2), pp.220-239. ⟨10.3934/dcdss.2022198⟩
Article dans une revue hal-03818928v2
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High-dimensional clustering of sub-asymptotic maxima of a weakly dependent process

Alexis Boulin , Elena Di Bernardino , Thomas Laloë , Gwladys Toulemonde
54es Journées de Statistique de la SFdS ( Société Française de Statistique ), Jul 2023, Bruxelles, Belgium
Communication dans un congrès hal-04397100v1

On space-time extreme simulations of rainfall in Mediterranean France

Fátima Palacios Rodríguez , Gwladys Toulemonde , Julie Carreau , Thomas Opitz
SWGEN 2018 - Stochastic Weather Generators Conference, Oct 2018, Boulder (Colorado), United States
Communication dans un congrès hal-01968106v1
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Modélisation statistique de précipitations urbaines à fine échelle spatio-temporelle

Chloé Serre-Combe , Nicolas Meyer , Thomas Opitz , Gwladys Toulemonde
JDS 2023 - 54e Journées de Statistique de la SFds, SFdS, Jul 2023, Bruxelles, Belgium
Communication dans un congrès hal-04374113v1

Construction of generalized Pareto vectors for flexible peaks-over-threshold modeling

Gwladys Toulemonde , Jean-Noel Bacro , Carlo Gaetan , Thomas Opitz
CMStatistics 2022 - 15th International Conference of the ERCIM WG on Computational and Methodological Statistics, CFEnetwork, Dec 2022, London, United Kingdom
Communication dans un congrès hal-03887929v1

Peaks-Over-Threshold modeling under random censoring

Jan Beirlant , Armelle Guillou , Gwladys Toulemonde
Communications in Statistics - Theory and Methods, 2010, 39 (7), pp.1158-1179. ⟨10.1080/03610920902859599⟩
Article dans une revue hal-00800104v1

Editorial to the METMA 2018: Space–time modeling of rare events and environmental risks

Liliane Bel , Gwladys Toulemonde
Spatial Statistics, 2020, 40, pp.100457. ⟨10.1016/j.spasta.2020.100457⟩
Article dans une revue hal-03142682v1
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Modeling moderate and extreme urban rainfall at high spatio-temporal resolution

Chloé Serre-Combe , Nicolas Meyer , Thomas Opitz , Gwladys Toulemonde
EVA 2023 - 13th International Conference on Extreme Value Analysis, Jun 2023, Milano, Italy
Poster de conférence hal-04374090v1

Space-time simulations of extreme rainfall : why and how ?

Gwladys Toulemonde , Julie Carreau , Vincent Guinot
Solym Mawaki Manou-Abi; Sophie Dabo-Niang; Jean-Jacques Salone. Mathematical Modeling of Random and Deterministic Phenomena, Wiley, 2020, 9781786304544
Chapitre d'ouvrage hal-02427188v1
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Choice of mixture Poisson models based on Extreme value theory

Samuel Valiquette , Frédéric Mortier , Jean Peyhardi , Gwladys Toulemonde
2022
Pré-publication, Document de travail hal-03648664v1

Dependence models for spatial extremes

Jean-Noel Bacro , Gwladys Toulemonde
Modelling and Prediction of Weather Extremes, Jun 2014, Annweiler, Germany
Communication dans un congrès hal-01817367v1

Extra-Parametrized Extreme Value Copula : Extension to a Spatial Framework

Julie Carreau , Gwladys Toulemonde
Extreme Value Analysis, Jul 2019, Zagreb, Croatia
Communication dans un congrès hal-03888257v1

Dependence structures for spatial extremes

Jean-Noel Bacro , Gwladys Toulemonde , Carlo Gaetan
ISI 2015, Jul 2015, Rio de Janeiro, Brazil
Communication dans un congrès hal-01817370v1

Choix de mélange Poisson à l’aide de la théorie des valeurs extrêmes

Samuel Valiquette , Frédéric Mortier , Jean Peyhardi , Gwladys Toulemonde
Journées de Statistique, Jun 2021, Nice (distanciel), France
Communication dans un congrès hal-03500505v1

A semiparametric method to simulate bivariate space–time extremes

Romain Chailan , Gwladys Toulemonde , Jean-Noel Bacro
Annals of Applied Statistics, 2017, 11 (3), pp.1403 - 1428. ⟨10.1214/17-AOAS1031⟩
Article dans une revue hal-01812656v1

Hierarchical space-time modeling of exceedances with an application to rainfall data

Jean-Noel Bacro , Carlo Gaetan , Thomas Opitz , Gwladys Toulemonde
Joint International Society for Clinical Biostatistics and Australian Statistical Conference 2018, Aug 2018, Melbourne, Australia
Communication dans un congrès hal-01981495v1

A flexible model for spatial extremes

Jean-Noel Bacro , Carlo Gaetan , Gwladys Toulemonde
ASC/IMS 2014 Conference, Jul 2014, Sydney, Australia
Communication dans un congrès hal-01817379v1
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Late-life depression and mortality: influence of gender and antidepressant use

Joanne Ryan , Isabelle Carriere , Karen A. Ritchie , Robert Stewart , Gwladys Toulemonde , et al.
British Journal of Psychiatry, 2008, 192, pp.12-8. ⟨10.1192/bjp.bp.107.039164⟩
Article dans une revue inserm-00203371v1

Assessing the impacts of the choice of spatial dependence structure for flood-risk rainfall

Julie Carreau , Gwladys Toulemonde , J.N. Bacro , Christophe Bouvier , Luc Neppel
Workshop on Stochastic Weather Generators, 2014, Avignon, France
Communication dans un congrès hal-02069002v1
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High-dimensional variable clustering based on sub-asymptotic maxima of a weakly dependent random process

Alexis Boulin , Elena Di Bernardino , Thomas Laloë , Gwladys Toulemonde
ICSDS 2023 - IMS International Conference on Statistics and Data Science, Dec 2023, Lisbon, Portugal
Communication dans un congrès hal-04397145v1

High-dimensional variables clustering based on sub-asymptotic maxima of a weakly dependent random process

Alexis Boulin , Elena Di Bernardino , Thomas Laloë , Gwladys Toulemonde
CMStatistics 2022 - 15th International Conference of the ERCIM WG on Computational and Methodological Statistics, Dec 2022, London, United Kingdom
Communication dans un congrès hal-03888395v1
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Spatial assessment of extreme significant waves heights in the Gulf of Lions

Romain Chailan , Gwladys Toulemonde , Frederic Bouchette , Anne Laurent , Florence Sevault , et al.
ICCE: International Conference on Coastal Engineering, 2014, Seoul, South Korea. pp.management.17, ⟨10.9753/icce.v34.management.17⟩
Communication dans un congrès lirmm-01382568v1