Pareto processes for threshold exceedances in spatial extremes

Autor: Dombry, Clement, Legrand, Juliette, Opitz, Thomas
Rok vydání: 2024
Předmět:
Druh dokumentu: Working Paper
Popis: We review some recent development in the theory of spatial extremes related to Pareto Processes and modeling of threshold exceedances. We provide theoretical background, methodology for modeling, simulation and inference as well as an illustration to wave height modelling. This preprint is an author version of a chapter to appear in a collaborative book.
Databáze: arXiv