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conda-forge / packages / r-spatialextremes

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>.

copied from cf-staging / r-spatialextremes
Type Size Name Uploaded Downloads Labels
conda 1.9 MB | win-64/r-spatialextremes-2.0_8-r40hda5aaf8_1.tar.bz2  4 years and 10 months ago 1028 main
conda 1.9 MB | win-64/r-spatialextremes-2.0_8-r36hda5aaf8_1.tar.bz2  4 years and 10 months ago 1032 main
conda 1.8 MB | osx-64/r-spatialextremes-2.0_8-r40h17f1fa6_1.tar.bz2  4 years and 10 months ago 332 main
conda 1.8 MB | osx-64/r-spatialextremes-2.0_8-r36h17f1fa6_1.tar.bz2  4 years and 10 months ago 331 main
conda 1.8 MB | linux-64/r-spatialextremes-2.0_8-r40hcdcec82_1.tar.bz2  4 years and 10 months ago 3109 main
conda 1.9 MB | linux-64/r-spatialextremes-2.0_8-r36hcdcec82_1.tar.bz2  4 years and 10 months ago 3111 main
conda 1.9 MB | win-64/r-spatialextremes-2.0_8-r36hda5aaf8_0.tar.bz2  5 years and 10 days ago 1053 main cf202003
conda 1.9 MB | win-64/r-spatialextremes-2.0_8-r35hda5aaf8_0.tar.bz2  5 years and 10 days ago 1047 main cf202003
conda 1.8 MB | osx-64/r-spatialextremes-2.0_8-r35h17f1fa6_0.tar.bz2  5 years and 10 days ago 322 main cf202003
conda 1.9 MB | osx-64/r-spatialextremes-2.0_8-r36h17f1fa6_0.tar.bz2  5 years and 10 days ago 310 main cf202003
conda 1.8 MB | linux-64/r-spatialextremes-2.0_8-r35hcdcec82_0.tar.bz2  5 years and 10 days ago 3236 main cf202003
conda 1.9 MB | linux-64/r-spatialextremes-2.0_8-r36hcdcec82_0.tar.bz2  5 years and 10 days ago 3183 main cf202003

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