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SpatialExtremes (version 1.6-0)
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
1.6-0
License
GPL (>= 2)
Homepage
http://people.epfl.ch/mathieu.ribatet
Maintainer
Mathieu Ribatet
Last Published
August 13th, 2010
Functions in SpatialExtremes (1.6-0)
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lsmaxstab
Estimates the spatial dependence parameter of a max-stable process by minimizing least squares.
gcv
Estimates the penalty coefficient from the generalized cross-validation criterion
profile
Method for profiling fitted max-stable objects
rmaxstab
Simulation of Max-Stable Random Fields
anova
Anova Tables
fitcovariance
Estimates the covariance function for the Schlather's model
condmap
Produces a conditional 2D map from a fitted max-stable process
gev2frech
Transforms GEV data to unit Frechet ones and vice versa
madogram
Computes madograms
predict.pspline
Prediction of smoothing spline with radial basis functions
covariance
Defines and computes covariance functions
extcoeff
Plots the extremal coefficient
rainfall
Summer annual maxima precipitation in Switzerland
Generalized Extreme Value Distribution
The Generalized Extreme Value Distribution
TIC
Takeuchi's information criterion
logLik
Extracts Log-Likelihood
swissalt
Elevation in Switzerland
variogram
Empirical variogram
predict.maxstab
Prediction of the max-stable marginal parameters
plot.maxstab
Model checking of a fitted max-stable model
swiss
Map of the Switzerland.
lmadogram
Computes the lambda-madogram
print.maxstab
Printing objects of class ``maxstab''
print.pspline
Printing objects of class ``pspline''
profile2d
Method for profiling (in 2d) fitted max-stable objects
Generalized Pareto Distribution
The Generalized Pareto Distribution
fitmaxstab
Fits a max-stable process to data
rbpspline
Fits a penalized spline with radial basis functions to data
fmadogram
Computes the F-madogram
rb
Creates a model using penalized smoothing splines
rgp
Gaussian Random Fields Simulation
SpatialExtremes
Analysis of Spatial Extremes
distance
Computes distance between pairs of locations
fitextcoeff
Non parametric estimators of the extremal coefficient function
cv
Estimates the penalty coefficient from the cross-validation criterion
map
Produces a 2D map from a fitted max-stable process
modeldef
Define a model for the spatial behaviour of the GEV parameters
qqextcoeff
QQ-plot for the extremal coefficient
predict.spatgev
Prediction of the GEV parameters
fitspatgev
MLE for a spatial GEV model
margin fits
Fits univariate extreme value distributions to data
print.spatgev
Printing objects of class ''spatgev''
Internal functions and methods
Internal functions and methods for the maxstable package.
fitcovmat
Estimates the covariance matrix for the Smith's model
qqgev
QQ-plot for the GEV parameters
vdc
Van der Corput Sequence