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PS : Emilie Chautru (Mines ParisTech) : Champs aléatoires max-stables dans une optique géostatistique : REPORTÉ

28 avril 2020 / 11:30 - 12:30

In many geostatistical applications (soil contamination evaluation, mining resources estimation), the physical phenomenon under study cannot be observed more than a small number of times. When it is modeled as a random field, this raises the question of how to assess its characteristics from a single realization. To determine when it is even possible, a geostatistical tool named the integral range is introduced. It characterizes the statistical fluctuations of a random field at large scale, and is thus intricately linked to the concepts of ergodicity and mixing. When applied to excursion sets of a max-stable process, we show how it relates to its dependence structure, thereby completing results established by Erwan Koch in a spatial risk context. From this primary analysis, we derive a new estimator of the extremal coefficient function, the spatial asymptotics of which are explored in a continuous domain framework. (Collaboration with Marine Demangeot and Anne Sabourin)

PS : Emilie Chautru (Mines ParisTech) : Champs aléatoires max-stables dans une optique géostatistique : REPORTÉ

Détails

  • Date : 28 avril 2020
  • Heure :
    11:30 - 12:30
  • Catégorie d’Évènement:

Lieu

  • Bâtiment Fermat, salle 2107

Organisateurs

  • Julien Worms
  • Alexis Devulder