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Sebastian Engelke
Sebastian Engelke
Associate Professor, University of Geneva
在 unige.ch 的电子邮件经过验证 - 首页
标题
引用次数
引用次数
年份
Extremes on river networks
P Asadi, AC Davison, S Engelke
1532015
Estimation of Hüsler–Reiss distributions and Brown–Resnick processes
S Engelke, A Malinowski, Z Kabluchko, M Schlather
Journal of the Royal Statistical Society: Series B (Statistical Methodology …, 2015
1512015
RandomFields: simulation and analysis of random fields
M Schlather, A Malinowski, M Oesting, D Boecker, K Strokorb, S Engelke, ...
R package version 2, 66, 2013
1492013
Graphical models for extremes
S Engelke, AS Hitz
Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2020
1392020
Exact simulation of max-stable processes
C Dombry, S Engelke, M Oesting
Biometrika 103 (2), 303-317, 2016
1262016
Sparse structures for multivariate extremes
S Engelke, J Ivanovs
Annual Review of Statistics and Its Application 8, 241-270, 2021
862021
Evaluating the dependence structure of compound precipitation and wind speed extremes
J Zscheischler, P Naveau, O Martius, S Engelke, CC Raible
Earth system dynamics 12 (1), 1-16, 2021
592021
Causal discovery in heavy-tailed models
N Gnecco, N Meinshausen, J Peters, S Engelke
The Annals of Statistics 49 (3), 1755-1778, 2021
522021
Extreme value theory for anomaly detection–the GPD classifier
E Vignotto, S Engelke
Extremes 23 (4), 501-520, 2020
51*2020
Synergy effect between convolutional neural networks and the multiplicity of SMILES for improvement of molecular prediction
TB Kimber, S Engelke, IV Tetko, E Bruno, G Godin
arXiv preprint arXiv:1812.04439, 2018
502018
Gradient boosting for extreme quantile regression
J Velthoen, C Dombry, JJ Cai, S Engelke
Extremes 26 (4), 639-667, 2023
482023
Generalized Pickands constants and stationary max-stable processes
K Dȩbicki, S Engelke, E Hashorva
Extremes 20, 493-517, 2017
452017
An equivalent representation of the Brown–Resnick process
S Engelke, Z Kabluchko, M Schlather
Statistics & probability letters 81 (8), 1150-1154, 2011
392011
Extremal dependence of random scale constructions
S Engelke, T Opitz, J Wadsworth
Extremes 22 (4), 623-666, 2019
382019
Extremal behaviour of aggregated data with an application to downscaling
S Engelke, R De Fondeville, M Oesting
Biometrika 106 (1), 127-144, 2019
372019
Optimal regionalization of extreme value distributions for flood estimation
P Asadi, S Engelke, AC Davison
Journal of Hydrology 556, 182-193, 2018
372018
Structure learning for extremal tree models
S Engelke, S Volgushev
Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2022
352022
Dependence properties of spatial rainfall extremes and areal reduction factors
PD Le, AC Davison, S Engelke, M Leonard, S Westra
Journal of hydrology 565, 711-719, 2018
322018
Bayesian inference for multivariate extreme value distributions
C Dombry, S Engelke, M Oesting
302017
A unifying approach to fractional Lévy processes
S Engelke, JHC Woerner
Stochastics and Dynamics 13 (02), 1250017, 2013
292013
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