Modelling Spatial Extremes


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Documentation for package ‘SpatialExtremes’ version 1.1-1

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anova Anova Tables
condmap Produces a conditional 2D map from a fitted max-stable process
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
distance Computes distance between pairs of locations
extcoeff Plots the extremal coefficient
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
lmadogram Computes the lambda-madogram
logLik Extracts Log-Likelihood
madogram Computes madograms
map Produces a 2D map from a fitted max-stable process
modeldef Define a model for the spatial behaviour of the GEV parameters
pgev The Generalized Extreme Value Distribution
pgpd The Generalized Pareto Distribution
predict.maxstab Prediction of the max-stable marginal parameters
predict.pspline Prediction of smoothing spline with radial basis functions
predict.spatgev Prediction of the GEV parameters
print.maxstab Printing objects of class “maxstab”
print.pspline Printing objects of class “pspline”
print.spatgev Printing objects of class ”spatgev”
profile Method for profiling fitted max-stable objects
profile2d 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
rb Creates a model using penalized smoothing splines
rbpspline Fits a penalized spline with radial basis functions to data
rgev The Generalized Extreme Value Distribution
rgpd The Generalized Pareto Distribution
SpatialExtremes Analysis of Spatial Extremes
TIC Takeuchi's information criterion