Extreme value theory is the branch of statistics inferring extreme events in random processes. Bayesian estimation in this field offers many advantages. We use techniques from extreme value theory to estimate by Bayesian methods the probability distribution of extreme volcanic eruptions that are subject to a historical recording bias.

Bayesian techniques for modelling volcanic processes

FURLAN, CLAUDIA
2004

Abstract

Extreme value theory is the branch of statistics inferring extreme events in random processes. Bayesian estimation in this field offers many advantages. We use techniques from extreme value theory to estimate by Bayesian methods the probability distribution of extreme volcanic eruptions that are subject to a historical recording bias.
Proceedings of the 19th International Workshop on Statistical Modelling
8884531934
File in questo prodotto:
Non ci sono file associati a questo prodotto.
Pubblicazioni consigliate

Caricamento pubblicazioni consigliate

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: http://hdl.handle.net/11577/1566801
Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus ND
  • ???jsp.display-item.citation.isi??? ND
social impact