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Extremes: spatial parametric modeling

Davison, Anthony C.  
El-Shaarawi, A.-H.
•
Piegorsch, W.
2012
Encyclopedia of Environmetrics Second Edition

Statistics of spatial extremes is developing very rapidly, owing to the demands of applications in the environmental sciences and the insurance and risk industries. This entry sketches the main ideas, based on classical extreme-value statistics. The two main threads of work are the fitting of max-stable models to spatial extremes, and the use of latent variable models, the latter typically in a Bayesian context.

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  • Metrics
Type
book part or chapter
DOI
10.1002/9780470057339.vnn015
Author(s)
Davison, Anthony C.  
Editors
El-Shaarawi, A.-H.
•
Piegorsch, W.
Date Issued

2012

Publisher

John Wiley

Publisher place

Chichester, UK

Published in
Encyclopedia of Environmetrics Second Edition
Start page

984

End page

990

Subjects

Bayesian hierarchical model

•

Brown--Resnick process

•

Composite likelihood

•

Copula

•

Environmental data analysis

•

Gaussian process

•

Generalised extreme-value distribution

•

Geostatistics

•

Latent variable

•

Max-stable process

•

Statistics of extremes

Written at

EPFL

EPFL units
STAT  
Available on Infoscience
November 20, 2012
Use this identifier to reference this record
https://infoscience.epfl.ch/handle/20.500.14299/86987
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