Efficient inference and simulation for elliptical Pareto processes

From MaRDI portal
Publication:110572

DOI10.1093/biomet/asv045zbMath1372.62011arXiv1401.0168OpenAlexW2121780774MaRDI QIDQ110572

Thomas Opitz, Emeric Thibaud, Thomas Opitz, Emeric Thibaud

Publication date: 26 October 2015

Published in: Biometrika (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1401.0168




Related Items (32)

Hierarchical Transformed Scale Mixtures for Flexible Modeling of Spatial Extremes on Datasets With Many LocationsThe realization problem for tail correlation functionsCensored pairwise likelihood-based tests for mixing coefficient of spatial max-mixture modelsNon-stationary dependence structures for spatial extremesA Space-Time Skew-t Model for Threshold ExceedancesNeural networks for parameter estimation in intractable modelsA modeler's guide to extreme value softwareHigh-dimensional modeling of spatial and spatio-temporal conditional extremes using INLA and Gaussian Markov random fieldsLikelihood Inference for Multivariate Extreme Value Distributions Whose Spectral Vectors have known Conditional DistributionsLocal Likelihood Estimation of Complex Tail Dependence Structures, Applied to U.S. Precipitation ExtremesHierarchical Space-Time Modeling of Asymptotically Independent Exceedances With an Application to Precipitation DataHigh-dimensional inference using the extremal skew-\(t\) processEstimating high-resolution red sea surface temperature hotspots, using a low-rank semiparametric spatial modelExploration and inference in spatial extremes using empirical basis functionsSemi-parametric modeling of excesses above high multivariate thresholds with censored dataA spliced gamma-generalized Pareto model for short-term extreme wind speed probabilistic forecastingBayesian space-time gap filling for inference on extreme hot-spots: an application to Red Sea surface temperaturesINLA goes extreme: Bayesian tail regression for the estimation of high spatio-temporal quantilesABC model selection for spatial extremes models applied to south Australian maximum temperature dataA Spatial Markov Model for Climate ExtremesModeling Spatial Processes with Unknown Extremal Dependence ClassTesting for changes in the tail behavior of Brown-Resnick Pareto processesA horse race between the block maxima method and the peak-over-threshold approachSemiparametric estimation for isotropic max-stable space-time processesA Hierarchical Max-Infinitely Divisible Spatial Model for Extreme PrecipitationThe spectrogram: a threshold-based inferential tool for extremes of stochastic processesA two-step approach to model precipitation extremes in California based on max-stable and marginal point processesmevmvPotTail correlation functions of max-stable processesExtremes on river networksLikelihood estimators for multivariate extremes




This page was built for publication: Efficient inference and simulation for elliptical Pareto processes