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SpatialExtremes (version 1.8-0)
Modelling Spatial Extremes
Description
This package proposes several approaches for spatial extremes modelling.
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Install
install.packages('SpatialExtremes')
Monthly Downloads
803
Version
1.8-0
License
GPL (>= 2)
Maintainer
Mathieu Ribatet
Last Published
March 23rd, 2011
Functions in SpatialExtremes (1.8-0)
Search functions
fitcovariance
Estimates the covariance function for the Schlather's model
map.latent
Two dimensional map from a Bayesian hierarchical model
profile
Method for profiling fitted max-stable objects
fitextcoeff
Non parametric estimators of the extremal coefficient function
profile2d
Method for profiling (in 2d) fitted max-stable objects
gev2frech
Transforms GEV data to unit Frechet ones and vice versa
rmaxlin
Simulation from max-linear models
TIC
Takeuchi's information criterion
print.latent
Printing objects of class ``latent''
map
Produces a 2D map from a fitted max-stable process
print.copula
Printing objects of class copula''
condrgp
Conditional simulation of Gaussian random fields
cv
Estimates the penalty coefficient from the cross-validation criterion
fitcopula
Fit a copula-based model to spatial extremes
fmadogram
Computes the F-madogram
rainfall
Summer annual maxima precipitation in Switzerland
rgp
Gaussian Random Fields Simulation
predict.pspline
Prediction of smoothing spline with radial basis functions
modeldef
Define a model for the spatial behaviour of the GEV parameters
rmaxstab
Simulation of Max-Stable Random Fields
swissalt
Elevation in Switzerland
logLik
Extracts Log-Likelihood
Generalized Pareto Distribution
The Generalized Pareto Distribution
qqextcoeff
QQ-plot for the extremal coefficient
print.pspline
Printing objects of class ``pspline''
print.maxstab
Printing objects of class ``maxstab''
predict.spatgev
Prediction of the GEV parameters
anova
Anova Tables
condmap
Produces a conditional 2D map from a fitted max-stable process
distance
Computes distance between pairs of locations
fitmaxstab
Fits a max-stable process to data
vdc
Van der Corput Sequence
Internal functions and methods
Internal functions and methods for the maxstable package.
DIC
Deviance Information Criterion
plot.maxstab
Model checking of a fitted max-stable model
gcv
Estimates the penalty coefficient from the generalized cross-validation criterion
qqgev
QQ-plot for the GEV parameters
swiss
Map of the Switzerland.
predict.maxstab
Prediction of the max-stable marginal parameters
lsmaxstab
Estimates the spatial dependence parameter of a max-stable process by minimizing least squares.
fitcovmat
Estimates the covariance matrix for the Smith's model
rbpspline
Fits a penalized spline with radial basis functions to data
extcoeff
Plots the extremal coefficient
rb
Creates a model using penalized smoothing splines
condrmaxlin
Conditional simulation of max-linear random fields
madogram
Computes madograms
margin fits
Fits univariate extreme value distributions to data
variogram
Empirical variogram
fitspatgev
MLE for a spatial GEV model
lmadogram
Computes the lambda-madogram
print.spatgev
Printing objects of class ''spatgev''
covariance
Defines and computes covariance functions
latent
Bayesian hierarchical models for spatial extremes
Generalized Extreme Value Distribution
The Generalized Extreme Value Distribution
SpatialExtremes
Analysis of Spatial Extremes
kriging
Simple kriging interpolation