| Name : R-SpatialExtremes
| |
| Version : 2.1.0
| Vendor : obs://build_opensuse_org/devel:languages:R
|
| Release : lp155.8.1
| Date : 2023-10-24 10:34:51
|
| Group : Development/Libraries/Other
| Source RPM : R-SpatialExtremes-2.1.0-lp155.8.1.src.rpm
|
| Size : 2.21 MB
| |
| Packager : https://www_suse_com/
| |
| Summary : Modelling Spatial Extremes
|
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>.
|
RPM found in directory: /packages/linux-pbone/ftp5.gwdg.de/pub/opensuse/repositories/devel:/languages:/R:/autoCRAN/15.5/x86_64 |
