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SpatialExtremes (version 1.5-0)
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
1.5-0
License
GPL (>= 2)
Homepage
http://people.epfl.ch/mathieu.ribatet
Maintainer
Mathieu Ribatet
Last Published
December 30th, 2009
Functions in SpatialExtremes (1.5-0)
Search functions
madogram
Computes madograms
modeldef
Define a model for the spatial behaviour of the GEV parameters
fitcovariance
Estimates the covariance function for the Schlather's model
logLik
Extracts Log-Likelihood
SpatialExtremes
Analysis of Spatial Extremes
lsmaxstab
Estimates the spatial dependence parameter of a max-stable process by minimizing least squares.
anova
Anova Tables
gev2frech
Transforms GEV data to unit Frechet ones and vice versa
print.pspline
Printing objects of class ``pspline''
rb
Creates a model using penalized smoothing splines
predict.spatgev
Prediction of the GEV parameters
covariance
Defines and computes covariance functions
predict.maxstab
Prediction of the max-stable marginal parameters
TIC
Takeuchi's information criterion
fmadogram
Computes the F-madogram
fitspatgev
MLE for a spatial GEV model
print.maxstab
Printing objects of class ``maxstab''
Generalized Pareto Distribution
The Generalized Pareto Distribution
rgp
Gaussian Random Fields Simulation
Internal functions and methods
Internal functions and methods for the maxstable package.
cv
Estimates the penalty coefficient from the cross-validation criterion
Generalized Extreme Value Distribution
The Generalized Extreme Value Distribution
distance
Computes distance between pairs of locations
extcoeff
Plots the extremal coefficient
fitextcoeff
Non parametric estimators of the extremal coefficient function
profile2d
Method for profiling (in 2d) fitted max-stable objects
margin fits
Fits univariate extreme value distributions to data
lmadogram
Computes the lambda-madogram
condmap
Produces a conditional 2D map from a fitted max-stable process
fitmaxstab
Fits a max-stable process to data
print.spatgev
Printing objects of class ''spatgev''
fitcovmat
Estimates the covariance matrix for the Smith's model
profile
Method for profiling fitted max-stable objects
gcv
Estimates the penalty coefficient from the generalized cross-validation criterion
rmaxstab
Simulation of Max-Stable Random Fields
rbpspline
Fits a penalized spline with radial basis functions to data
predict.pspline
Prediction of smoothing spline with radial basis functions
vdc
Van der Corput Sequence
qqgev
QQ-plot for the GEV parameters
qqextcoeff
QQ-plot for the extremal coefficient
map
Produces a 2D map from a fitted max-stable process