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SpatialExtremes (version 1.0-1)
Modelling Spatial Extremes
Description
This package proposes several approaches for spatial extremes modelling.
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Install
install.packages('SpatialExtremes')
Monthly Downloads
751
Version
1.0-1
License
GPL (>= 2)
Homepage
http://people.epfl.ch/mathieu.ribatet
Maintainer
Mathieu Ribatet
Last Published
February 12th, 2008
Functions in SpatialExtremes (1.0-1)
Search functions
rbpspline
Fits a penalized spline with radial basis functions to data
fitmaxstab
Fits a max-stable process to data
modeldef
Define a model for the spatial behaviour of the GEV parameters
TIC
Takeuchi's information criterion
predict
Prediction of the max-stable marginal parameters
fitextcoeff
Non parametric estimators of the extremal coefficient function
covariance
Defines and computes covariance functions
cv
Estimates the penalty coefficient from the cross-validation criterion
anova
Anova Tables
fitcovariance
Estimates the covariance function for the Schlather's model
rb
Creates a model using penalized smoothing splines
fitcovmat
Estimates the covariance matrix for the Smith's model
gcv
Estimates the penalty coefficient from the generalized cross-validation criterion
profile2d
Method for profiling (in 2d) fitted max-stable objects
distance
Computes distance between pairs of locations
gev2frech
Transforms GEV data to unit Frechet ones and vice versa
logLik
Extracts Log-Likelihood
print
Printing objects of class ``maxstab''
map
Produces a 2D map from a fitted max-stable process
SpatialExtremes
Analysis of Spatial Extremes
Internal functions and methods
Internal functions and methods for the maxstable package.
profile
Method for profiling fitted max-stable objects
qqextcoeff
QQ-plot for the extremal coefficient
margin fits
Fits univariate extreme value distributions to data
madogram
Computes madograms
condmap
Produces a conditional 2D map from a fitted max-stable process
extcoeff
Plots the extremal coefficient