Modelling Spatial Extremes

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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.