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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 | osx-64/r-spatialextremes-2.0_5-r351h1de35cc_1002.tar.bz2  6 years and 3 months ago 382 main gcc7 cf202003
conda 1.9 MB | linux-64/r-spatialextremes-2.0_5-r351h14c3975_1002.tar.bz2  6 years and 3 months ago 4454 main gcc7 cf202003
conda 1.9 MB | win-64/r-spatialextremes-2.0_5-r351h301d43c_1002.tar.bz2  6 years and 3 months ago 1658 main cf202003 cf201901
conda 1.9 MB | win-64/r-spatialextremes-2.0_5-r351h301d43c_2.tar.bz2  6 years and 4 months ago 1684 main cf202003 cf201901
conda 1.5 MB | win-64/r-spatialextremes-2.0_5-r341h301d43c_2.tar.bz2  6 years and 4 months ago 1703 main cf202003 cf201901
conda 1.9 MB | osx-64/r-spatialextremes-2.0_5-r351h470a237_2.tar.bz2  6 years and 4 months ago 411 main cf202003 cf201901
conda 1.9 MB | linux-64/r-spatialextremes-2.0_5-r351h470a237_2.tar.bz2  6 years and 4 months ago 4663 main cf202003 cf201901
conda 1.5 MB | linux-64/r-spatialextremes-2.0_5-r341h470a237_2.tar.bz2  6 years and 4 months ago 4626 main cf202003 cf201901
conda 1.5 MB | osx-64/r-spatialextremes-2.0_5-r341h470a237_2.tar.bz2  6 years and 4 months ago 348 main cf202003 cf201901
conda 1.5 MB | win-64/r-spatialextremes-2.0_5-r341h301d43c_1.tar.bz2  6 years and 7 months ago 1747 main cf202003 cf201901
conda 1.5 MB | osx-64/r-spatialextremes-2.0_5-r341h470a237_1.tar.bz2  6 years and 7 months ago 335 main cf202003 cf201901
conda 1.5 MB | linux-64/r-spatialextremes-2.0_5-r341h470a237_1.tar.bz2  6 years and 7 months ago 4797 main cf202003 cf201901
conda 1.5 MB | win-64/r-spatialextremes-2.0_5-r3.4.1_0.tar.bz2  7 years and 3 months ago 1897 main cf202003 cf201901
conda 1.5 MB | win-64/r-spatialextremes-2.0_5-r3.3.2_0.tar.bz2  7 years and 3 months ago 1844 main cf202003 cf201901
conda 1.5 MB | linux-64/r-spatialextremes-2.0_5-r3.3.2_0.tar.bz2  7 years and 3 months ago 4991 main cf202003 cf201901
conda 1.5 MB | linux-64/r-spatialextremes-2.0_5-r3.4.1_0.tar.bz2  7 years and 3 months ago 4991 main cf202003 cf201901

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