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SpatialExtremes  

Modelling Spatial Extremes
View on CRAN: Click here


Download and install SpatialExtremes package within the R console
Install from CRAN:
install.packages("SpatialExtremes")

Install from Github:
library("remotes")
install_github("cran/SpatialExtremes")

Install by package version:
library("remotes")
install_version("SpatialExtremes", "2.1-0")



Attach the package and use:
library("SpatialExtremes")
Maintained by
Mathieu Ribatet
[Scholar Profile | Author Map]
First Published: 2008-10-16
Latest Update: 2022-04-19
Description:
Tools for the statistical modelling of spatial extremes using max-stable processes, copula or Bayesian hierarchical models. More precisely, this package allows (conditional) simulations from various parametric max-stable models, analysis of the extremal spatial dependence, the fitting of such processes using composite likelihoods or least square (simple max-stable processes only), model checking and selection and prediction. Other approaches (although not completely in agreement with the extreme value theory) are available such as the use of (spatial) copula and Bayesian hierarchical models assuming the so-called conditional assumptions. The latter approaches is handled through an (efficient) Gibbs sampler. Some key references: Davison et al. (2012) <doi:10.1214/11-STS376>, Padoan et al. (2010) <doi:10.1198/jasa.2009.tm08577>, Dombry et al. (2013) <doi:10.1093/biomet/ass067>.
How to cite:
Mathieu Ribatet (2008). SpatialExtremes: Modelling Spatial Extremes. R package version 2.1-0, https://cran.r-project.org/web/packages/SpatialExtremes. Accessed 20 Apr. 2025.
Previous versions and publish date:
1.0-0 (2008-10-16 12:54), 1.0-1 (2008-12-06 09:29), 1.1-0 (2009-02-10 09:14), 1.1-1 (2009-02-23 12:19), 1.2-0 (2009-04-20 12:00), 1.3-0 (2009-05-28 11:09), 1.4-0 (2009-10-16 13:11), 1.5-0 (2009-12-30 17:06), 1.5-1 (2010-01-14 12:58), 1.6-0 (2010-08-13 20:30), 1.7-0 (2010-10-29 12:25), 1.8-0 (2011-03-23 12:07), 1.8-1 (2011-07-05 10:43), 1.8-5 (2012-07-10 15:51), 1.9-0 (2012-11-06 10:50), 1.9-1 (2013-01-30 15:12), 2.0-0 (2013-03-04 17:12), 2.0-2 (2015-06-11 21:47), 2.0-3 (2017-08-20 16:37), 2.0-4 (2017-08-24 23:33), 2.0-5 (2017-09-17 16:59), 2.0-6 (2018-01-05 17:09), 2.0-7.1 (2019-07-21 12:46), 2.0-7.2 (2019-08-02 17:08), 2.0-7.3 (2020-01-09 10:19), 2.0-7 (2018-07-02 14:30), 2.0-8 (2020-03-09 16:20), 2.0-9 (2020-09-22 12:40)
Other packages that cited SpatialExtremes R package
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Complete documentation for SpatialExtremes
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