Simone A. Padoan

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Scott SissonProfessor of Statistics & Data Science, University of New South WalesVerified email at unsw.edu.au
Anthony DavisonProfessor of Statistics, EPFLVerified email at epfl.ch
Mathieu RibatetFull professor of Statistics, Ecole Centrale de NantesVerified email at ec-nantes.fr
Gilles StupflerProfessor of Statistics, University of AngersVerified email at univ-angers.fr
Matt WandDistinguished Professor of Statistics, University of Technology SydneyVerified email at uts.edu.au
Boris BerangerUniversity of New South Wales, SydneyVerified email at unsw.edu.au
John T. OrmerodUniversity of SydneyVerified email at sydney.edu.au
Giulia MarconResearcher at the University of Palermo, ItalyVerified email at unipa.it
Rudolf FrühwirthInstitute of High Energy PhysicsVerified email at oeaw.ac.at
Philippe NaveauResearcher CNRS LSCE ESTIMRVerified email at lsce.ipsl.fr
Marc G GentonAl-Khawarizmi Distinguished Professor of Statistics, KAUSTVerified email at kaust.edu.sa
Huiyan SangTexas A&M UniversityVerified email at stat.tamu.edu
Johan SegersISBA, LIDAM, Université catholique de LouvainVerified email at uclouvain.be
Daniel F. NadeauProfessor, Université LavalVerified email at gci.ulaval.ca
Amilcare PorporatoPrinceton UniversityVerified email at princeton.edu
Marc B. ParlangePresident, University of Rhode IslandVerified email at uri.edu
Isadora Antoniano-VillalobosAssistant Professor, Department of Environmental Sciences, Informatics and Statistics, Ca' FoscariVerified email at unive.it
Armelle GuillouProfessor in statistics, Strasbourg UniversityVerified email at math.unistra.fr
Pietro MuliereBocconi University of Milan
Daniel CooleyProfessor of Statistics, Colorado State UniversityVerified email at stat.colostate.edu

Simone A. Padoan

Associate Professor in the Departement of Decision Sciences at the Bocconi University of Milan

Verified email at unibocconi.it - Homepage

Statistics and Probability Extreme value Theory


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Statistical modeling of spatial extremes AC Davison, SA Padoan, M Ribatet	729	2012
Likelihood-based inference for max-stable processes SA Padoan, M Ribatet, SA Sisson Journal of the American Statistical Association 105 (489), 263-277, 2010	497	2010
Mean field variational Bayes for elaborate distributions MP Wand, JT Ormerod, SA Padoan, R Frühwirth Bayesian Analysis 6 (4), 847-900, 2011	223	2011
Net zero-emission pathways reduce the physical and economic risks of climate change L Drouet, V Bosetti, SA Padoan, L Aleluia Reis, C Bertram, F Dalla Longa, ... Nature Climate Change 11 (12), 1070-1076, 2021	71	2021
Multivariate nonparametric estimation of the Pickands dependence function using Bernstein polynomials G Marcon, SA Padoan, P Naveau, P Muliere, J Segers Journal of statistical planning and inference 183, 1-17, 2017	71	2017
Hydrologic response of an alpine watershed: Application of a meteorological wireless sensor network to understand streamflow generation S Simoni, S Padoan, DF Nadeau, M Diebold, A Porporato, G Barrenetxea, ... Water Resources Research 47 (10), 2011	66	2011
Multivariate extreme models based on underlying skew-t and skew-normal distributions SA Padoan Journal of Multivariate Analysis 102 (5), 977-991, 2011	62	2011
Multivariate max-stable spatial processes MG Genton, SA Padoan, H Sang Biometrika 102 (1), 215-230, 2015	52	2015
Analysis of random fields using CompRandFld SA Padoan, M Bevilacqua Journal of Statistical Software 63, 1-27, 2015	47	2015
Mixed model-based additive models for sample extremes SA Padoan, MP Wand Statistics & probability letters 78 (17), 2850-2858, 2008	38	2008
Extreme dependence models based on event magnitude SA Padoan Journal of Multivariate Analysis 122, 1-19, 2013	26	2013
Tail risk inference via expectiles in heavy-tailed time series AC Davison, SA Padoan, G Stupfler Journal of Business & Economic Statistics 41 (3), 876-889, 2023	24	2023
Generalized pareto copulas: A key to multivariate extremes M Falk, SA Padoan, F Wisheckel Journal of Multivariate Analysis 174, 104538, 2019	18	2019
Models for extremal dependence derived from skew‐symmetric families B Beranger, SA Padoan, SA Sisson Scandinavian Journal of Statistics 44 (1), 21-45, 2017	18	2017
Bayesian inference for the extremal dependence G Marcon, SA Padoan, I Antoniano-Villalobos	18	2016
Joint inference on extreme expectiles for multivariate heavy-tailed distributions SA Padoan, G Stupfler Bernoulli 28 (2), 1021-1048, 2022	17	2022
Extreme dependence models B Beranger, SA Padoan Extreme Value Modeling and Risk Analysis: Methods and Applications. Chapman …, 2015	15	2015
CompRandFld: composite-likelihood based analysis of random fields S Padoan, M Bevilacqua R package version 1 (3), 2013	12	2013
Some results on joint record events M Falk, AK Chokami, SA Padoan Statistics & Probability Letters 135, 11-19, 2018	11	2018
A semi‐parametric stochastic generator for bivariate extreme events G Marcon, P Naveau, S Padoan Stat 6 (1), 184-201, 2017	11	2017

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