R: Modelling Spatial Extremes

# Modelling Spatial Extremes

## Documentation for package ‘SpatialExtremes’ version 2.1-0

- DESCRIPTION file
- User guides, package vignettes and other documentation
- Package NEWS

## Help Pages

anova | Anova Tables
anova.maxstab | Anova Tables
anova.spatgev | Anova Tables
concprob | Pairwise empirical and extremal concurrence probabilities
concurrencemap | Maps of concurrence probabilities/expected concurrence cell area
condmap | Produces a conditional 2D map from a fitted max-stable process
condrgp | Conditional simulation of Gaussian random fields
condrmaxlin | Conditional simulation of max-linear random fields
condrmaxstab | Conditional simulation of max-stable processes
covariance | Defines and computes covariance functions
cv | Estimates the penalty coefficient from the cross-validation criterion
dgev | The Generalized Extreme Value Distribution
dgpd | The Generalized Pareto Distribution
DIC | Deviance Information Criterion
distance | Computes distance between pairs of locations
extcoeff | Plots the extremal coefficient
fitcopula | Fit a copula-based model to spatial extremes
fitcovariance | Estimates the covariance function for the Schlather's model
fitcovmat | Estimates the covariance matrix for the Smith's model
fitextcoeff | Non parametric estimators of the extremal coefficient function
fitmaxstab | Fits a max-stable process to data
fitspatgev | MLE for a spatial GEV model
fmadogram | Computes the F-madogram
frech2gev | Transforms GEV data to unit Frechet ones and vice versa
gcv | Estimates the penalty coefficient from the generalized cross-validation criterion
gev2frech | Transforms GEV data to unit Frechet ones and vice versa
gevmle | Fits univariate extreme value distributions to data
gpdmle | Fits univariate extreme value distributions to data
kriging | Simple kriging interpolation
latent | Bayesian hierarchical models for spatial extremes
lmadogram | Computes the lambda-madogram
logLik | Extracts Log-Likelihood
logLik.copula | Extracts Log-Likelihood
logLik.maxstab | Extracts Log-Likelihood
lsmaxstab | Estimates the spatial dependence parameter of a max-stable process by minimizing least squares.
madogram | Computes madograms
map | Produces a 2D map from a fitted max-stable process
map.latent | Two dimensional map from a Bayesian hierarchical model
modeldef | Define a model for the spatial behaviour of the GEV parameters
modeldef.lm | Define a model for the spatial behaviour of the GEV parameters
modeldef.rb | Define a model for the spatial behaviour of the GEV parameters
pgev | The Generalized Extreme Value Distribution
pgpd | The Generalized Pareto Distribution
plot.copula | Model checking of a fitted copula based model.
plot.maxstab | Model checking of a fitted max-stable model
predict | Prediction of the marginal parameters for various models
predict.copula | Prediction of the marginal parameters for various models
predict.maxstab | Prediction of the marginal parameters for various models
predict.pspline2 | Prediction of the marginal parameters for various models
predict.spatgev | Prediction of the marginal parameters for various models
print | Printing objects of classes defined in the SpatialExtreme packages
print.copula | Printing objects of classes defined in the SpatialExtreme packages
print.latent | Printing objects of classes defined in the SpatialExtreme packages
print.maxstab | Printing objects of classes defined in the SpatialExtreme packages
print.pspline2 | Printing objects of classes defined in the SpatialExtreme packages
print.spatgev | Printing objects of classes defined in the SpatialExtreme packages
profile | Method for profiling fitted max-stable objects
profile.maxstab | Method for profiling fitted max-stable objects
profile2d | Method for profiling (in 2d) fitted max-stable objects
profile2d.maxstab | Method for profiling (in 2d) fitted max-stable objects
qgev | The Generalized Extreme Value Distribution
qgpd | The Generalized Pareto Distribution
qqextcoeff | QQ-plot for the extremal coefficient
qqgev | QQ-plot for the GEV parameters
rainfall | Summer annual maxima precipitation in Switzerland
rb | Creates a model using penalized smoothing splines
rbpspline | Fits a penalized spline with radial basis functions to data
rcopula | Simulation from copula based models with unit Frechet margins
rgev | The Generalized Extreme Value Distribution
rgp | Gaussian Random Fields Simulation
rgpd | The Generalized Pareto Distribution
rmaxlin | Simulation from max-linear models
rmaxstab | Simulation of Max-Stable Random Fields
SpatialExtremes | Analysis of Spatial Extremes
swiss | Map of the Switzerland.
swissalt | Elevation in Switzerland
symbolplot | Detecting spatial trends graphically
TIC | Takeuchi's information criterion
TIC.default | Takeuchi's information criterion
USHCNTemp | Summer/Winter annual maxima/minima temperature in continental US.
variogram | Empirical variogram
vdc | Van der Corput Sequence
wind | Annual maxima wind gusts in the Netherlands.