spatial.gev.bma-package: Fit a Hierarchical Spatial Generalized Extreme Value model...
In NorskRegnesentral/SpatGEVBMA: Hierarchical spatial generalized extreme value (GEV) modeling with Bayesian Model Averaging (BMA)
spatial.gev.bma-package R Documentation
Fit a Hierarchical Spatial Generalized Extreme Value model that allows
for Bayesian Model Averaging
Description
This package allows one to fit a hierarhical spatial model for
extremes. It enables linear specifications in all three GEV parameters
and incorporates Bayesian Model Averaging to account for model
uncertainty. Further, it uses recent results in automatic proposal
formation of Metropolis-Hastings samplers to avoid requiring the user to
have to specify a large number of tuning parameters.
Details
Package: spatial.gev.bma
Type: Package
Version: 1.0
Date: 2014-03-11
License: GPL
Author(s)
Alex Lenkoski wrote the software for a specific project. He's more than
happy to hear from you if you'd like to see additional features added.
Maintainer: Alex Lenkoski <alex@nr.no>
References
A. Dyrrdal, A. Lenkoski, T. Thorarinsdottir, F. Stordal (2014).
Bayesian hierarchical modeling of extreme hourly precipitation in
Norway. arxiv:1309.6111
NorskRegnesentral/SpatGEVBMA documentation built on July 22, 2023, 9:59 a.m.
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| spatial.gev.bma-package | R Documentation |
Fit a Hierarchical Spatial Generalized Extreme Value model that allows for Bayesian Model Averaging
Description
This package allows one to fit a hierarhical spatial model for extremes. It enables linear specifications in all three GEV parameters and incorporates Bayesian Model Averaging to account for model uncertainty. Further, it uses recent results in automatic proposal formation of Metropolis-Hastings samplers to avoid requiring the user to have to specify a large number of tuning parameters.
Details
| Package: | spatial.gev.bma |
| Type: | Package |
| Version: | 1.0 |
| Date: | 2014-03-11 |
| License: | GPL |
Author(s)
Alex Lenkoski wrote the software for a specific project. He's more than happy to hear from you if you'd like to see additional features added.
Maintainer: Alex Lenkoski <alex@nr.no>
References
A. Dyrrdal, A. Lenkoski, T. Thorarinsdottir, F. Stordal (2014). Bayesian hierarchical modeling of extreme hourly precipitation in Norway. arxiv:1309.6111
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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