RDocumentation
Moon
Learn R
Search all packages and functions
⚠️
There's a newer version (2.1-0) of this package.
Take me there.
SpatialExtremes (version 1.1-0)
Modelling Spatial Extremes
Description
This package proposes several approaches for spatial extremes modelling.
Copy Link
Copy
Link to current version
Version
Version
2.1-0
2.0-9
2.0-8
2.0-7.3
2.0-7.2
2.0-7.1
2.0-7
2.0-6
2.0-5
2.0-4
2.0-3
2.0-2
2.0-0
1.9-1
1.9-0
1.8-5
1.8-1
1.8-0
1.7-0
1.6-0
1.5-1
1.5-0
1.4-0
1.3-0
1.2-0
1.1-1
1.1-0
1.0-1
1.0-0
Down Chevron
Install
install.packages('SpatialExtremes')
Monthly Downloads
751
Version
1.1-0
License
GPL (>= 2)
Homepage
http://people.epfl.ch/mathieu.ribatet
Maintainer
Mathieu Ribatet
Last Published
July 2nd, 2009
Functions in SpatialExtremes (1.1-0)
Search functions
covariance
Defines and computes covariance functions
profile2d
Method for profiling (in 2d) fitted max-stable objects
predict
Prediction of the GEV parameters
rb
Creates a model using penalized smoothing splines
margin fits
Fits univariate extreme value distributions to data
extcoeff
Plots the extremal coefficient
TIC
Takeuchi's information criterion
fitmaxstab
Fits a max-stable process to data
anova
Anova Tables
distance
Computes distance between pairs of locations
logLik
Extracts Log-Likelihood
print
Printing objects of class ``pspline''
cv
Estimates the penalty coefficient from the cross-validation criterion
fitextcoeff
Non parametric estimators of the extremal coefficient function
fitcovariance
Estimates the covariance function for the Schlather's model
fitspatgev
MLE for a spatial GEV model
rbpspline
Fits a penalized spline with radial basis functions to data
gev2frech
Transforms GEV data to unit Frechet ones and vice versa
qqgev
QQ-plot for the GEV parameters
modeldef
Define a model for the spatial behaviour of the GEV parameters
fitcovmat
Estimates the covariance matrix for the Smith's model
Internal functions and methods
Internal functions and methods for the maxstable package.
madogram
Computes madograms
lmadogram
Computes the lambda-madogram
fmadogram
Computes the F-madogram
map
Produces a 2D map from a fitted max-stable process
Generalized Extreme Value Distribution
The Generalized Extreme Value Distribution
Generalized Pareto Distribution
The Generalized Pareto Distribution
condmap
Produces a conditional 2D map from a fitted max-stable process
qqextcoeff
QQ-plot for the extremal coefficient
gcv
Estimates the penalty coefficient from the generalized cross-validation criterion
SpatialExtremes
Analysis of Spatial Extremes
profile
Method for profiling fitted max-stable objects