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SpatialExtremes (version 1.4-0)
Modelling Spatial Extremes
Description
This package proposes several approaches for spatial extremes modelling.
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Install
install.packages('SpatialExtremes')
Monthly Downloads
814
Version
1.4-0
License
GPL (>= 2)
Homepage
http://people.epfl.ch/mathieu.ribatet
Maintainer
Mathieu Ribatet
Last Published
October 16th, 2009
Functions in SpatialExtremes (1.4-0)
Search functions
fitcovariance
Estimates the covariance function for the Schlather's model
cv
Estimates the penalty coefficient from the cross-validation criterion
condmap
Produces a conditional 2D map from a fitted max-stable process
gev2frech
Transforms GEV data to unit Frechet ones and vice versa
modeldef
Define a model for the spatial behaviour of the GEV parameters
Generalized Pareto Distribution
The Generalized Pareto Distribution
qqgev
QQ-plot for the GEV parameters
print.spatgev
Printing objects of class ''spatgev''
madogram
Computes madograms
SpatialExtremes
Analysis of Spatial Extremes
TIC
Takeuchi's information criterion
fitcovmat
Estimates the covariance matrix for the Smith's model
logLik
Extracts Log-Likelihood
rb
Creates a model using penalized smoothing splines
gcv
Estimates the penalty coefficient from the generalized cross-validation criterion
fitmaxstab
Fits a max-stable process to data
rbpspline
Fits a penalized spline with radial basis functions to data
fmadogram
Computes the F-madogram
anova
Anova Tables
lmadogram
Computes the lambda-madogram
vdc
Van der Corput Sequence
map
Produces a 2D map from a fitted max-stable process
profile2d
Method for profiling (in 2d) fitted max-stable objects
profile
Method for profiling fitted max-stable objects
predict.spatgev
Prediction of the GEV parameters
rgp
Gaussian Random Fields Simulation
Internal functions and methods
Internal functions and methods for the maxstable package.
print.pspline
Printing objects of class ``pspline''
margin fits
Fits univariate extreme value distributions to data
rmaxstab
Simulation of Max-Stable Random Fields
Generalized Extreme Value Distribution
The Generalized Extreme Value Distribution
covariance
Defines and computes covariance functions
extcoeff
Plots the extremal coefficient
distance
Computes distance between pairs of locations
fitspatgev
MLE for a spatial GEV model
print.maxstab
Printing objects of class ``maxstab''
predict.pspline
Prediction of smoothing spline with radial basis functions
fitextcoeff
Non parametric estimators of the extremal coefficient function
qqextcoeff
QQ-plot for the extremal coefficient
predict.maxstab
Prediction of the max-stable marginal parameters