SpatialExtremes: Modelling Spatial Extremes
Version 2.0-2

Tools for the statistical modelling of spatial extremes using max-stable processes, copula or Bayesian hierarchical models.

Browse man pages Browse package API and functions Browse package files

AuthorMathieu Ribatet [aut, cre], Richard Singleton [ctb], R Core team [ctb]
Date of publication2015-06-11 21:46:58
MaintainerMathieu Ribatet <mathieu.ribatet@univ-montp2.fr>
LicenseGPL (>= 2)
Version2.0-2
URL http://spatialextremes.r-forge.r-project.org/
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("SpatialExtremes")

Man pages

anova: Anova Tables
concprob: Pairwise empirical and extremal concurrence probabilities
concurrencemap: Maps of concurrence probabilities/expected concurrence cell...
condmap: Produces a conditional 2D map from a fitted max-stable...
condrgp: Conditional simulation of Gaussian random fields
condrmaxlin: Conditional simulation of max-linear random fields
condrmaxstab: Conditional simulation of max-stable processes
covariance: Defines and computes covariance functions
cv: Estimates the penalty coefficient from the cross-validation...
DIC: Deviance Information Criterion
distances: Computes distance between pairs of locations
extcoeff: Plots the extremal coefficient
extcoeffemp: Non parametric estimators of the extremal coefficient...
fitcopula: Fit a copula-based model to spatial extremes
fitcovariance: Estimates the covariance function for the Schlather's model
fitcovmat: Estimates the covariance matrix for the Smith's model
fitmaxstab: Fits a max-stable process to data
fitspatgev: MLE for a spatial GEV model
fmadogram: Computes the F-madogram
gcv: Estimates the penalty coefficient from the generalized...
GEV: The Generalized Extreme Value Distribution
gev2frech: Transforms GEV data to unit Frechet ones and vice versa
GPD: The Generalized Pareto Distribution
internals: Internal functions and methods for the maxstable package.
kriging: Simple kriging interpolation
latentVariable: Bayesian hierarchical models for spatial extremes
lmadogram: Computes the lambda-madogram
logLik: Extracts Log-Likelihood
lsmaxstab: Estimates the spatial dependence parameter of a max-stable...
madogram: Computes madograms
map: Produces a 2D map from a fitted max-stable process
map.latent: Two dimensional map from a Bayesian hierarchical model
modeldef: Define a model for the spatial behaviour of the GEV...
plot.copula: Model checking of a fitted copula based model.
plot.maxstab: Model checking of a fitted max-stable model
predict: Prediction of the marginal parameters for various models
print: Printing objects of classes defined in the SpatialExtreme...
profile2d.maxstab: Method for profiling (in 2d) fitted max-stable objects
profile.maxstab: Method for profiling fitted max-stable objects
qqextcoeff: QQ-plot for the extremal coefficient
qqgev: QQ-plot for the GEV parameters
rainfall: Summer annual maxima precipitation in Switzerland
rb: Creates a model using penalized smoothing splines
rbpspline: Fits a penalized spline with radial basis functions to data
rcopula: Simulation from copula based models with unit Frechet margins
rgp: Gaussian Random Fields Simulation
rmaxlin: Simulation from max-linear models
simmaxstab: Simulation of Max-Stable Random Fields
SpatialExtremes-package: Analysis of Spatial Extremes
swiss: Map of the Switzerland.
swissalt: Elevation in Switzerland
symbolplot: Detecting spatial trends graphically
TIC: Takeuchi's information criterion
univfit: Fits univariate extreme value distributions to data
USHCNTemp: Summer/Winter annual maxima/minima temperature in continental...
variogram: Empirical variogram
vdc: Van der Corput Sequence
windgust: Annual maxima wind gusts in the Netherlands.

Functions

DIC Man page Source code
SpatialExtremes Man page
TIC Man page Source code
TIC.default Man page Source code
USHCNTemp Man page
alt.mat Man page
anova Man page
anova.maxstab Man page Source code
anova.spatgev Man page Source code
brownresnickform Man page Source code
brownresnickfull Man page Source code
brownresnickstderr Source code
circgp Source code
concprob Man page Source code
concurrencemap Man page Source code
condmap Man page Source code
condrgp Man page Source code
condrmaxlin Man page Source code
condrmaxstab Man page Source code
coord Man page
covariance Man page Source code
cv Man page Source code
dgev Man page Source code
dgpd Man page Source code
distance Man page Source code
dpostmaxstab Man page
dpriormaxstab Man page
exactgp Source code
extcoeff Man page Source code
extremaltform Man page Source code
extremaltfull Man page Source code
extremaltstderr Source code
fitcopula Man page Source code
fitcovariance Man page Source code
fitcovmat Man page Source code
fitextcoeff Man page Source code
fitmaxstab Man page Source code
fitnsmaxstab Man page
fitspatgev Man page Source code
fmadogram Man page Source code
frech2gev Man page Source code Source code
gcv Man page Source code
geomgaussform Man page Source code
geomgaussfull Man page Source code
geomgaussstderr Source code
getTrendSurfCoeffNames Source code
getsubregions Man page Source code
gev2frech Man page Source code
gevmle Man page Source code
gpdmle Man page Source code
kriging Man page Source code
lat.vec Man page
latent Man page Source code
lmadogram Man page Source code
logLik Man page
logLik.copula Man page Source code
logLik.maxstab Man page Source code
logit Man page Source code
lon.vec Man page
lsmaxstab Man page Source code
madogram Man page Source code
map Man page Source code
map.latent Man page Source code
maxima.summer Man page
metadata Man page
minima.winter Man page
modeldef Man page Source code
modeldef.lm Man page Source code
modeldef.rb Man page Source code
nsgeomgaussform Man page
nsgeomgaussfull Man page
pgev Man page Source code
pgpd Man page Source code
plot.copula Man page Source code
plot.maxstab Man page Source code
predict Man page
predict.copula Man page Source code
predict.maxstab Man page Source code
predict.pspline Man page Source code
predict.spatgev Man page Source code
print Man page
print.copula Man page Source code
print.latent Man page Source code
print.maxstab Man page Source code
print.pspline Man page Source code
print.spatgev Man page Source code
profile Man page
profile.maxstab Man page Source code
profile2d Man page Source code
profile2d.maxstab Man page Source code
qgev Man page Source code Source code
qgpd Man page Source code
qqextcoeff Man page Source code
qqgev Man page Source code
rain Man page
rainfall Man page
rb Man page Source code
rbpspline Man page Source code
rcopula Man page Source code
rgev Man page Source code
rgp Man page Source code
rgpd Man page Source code
rmaxlin Man page Source code
rmaxstab Man page Source code
schlatherform Man page Source code
schlatherfull Man page Source code
schlatherindform Man page Source code
schlatherindfull Man page Source code
schlatherindstderr Source code
schlatherstderr Source code
smithform Man page Source code
smithfull Man page Source code
smithstderr Source code
spatgevstderr Source code
sregulargrid Source code
start.brownresnick Source code
start.extremalt Source code
start.geomgauss Source code
start.nsgeomgauss Source code
start.schlather Source code
start.schlatherind Source code
start.smith Source code
swiss Man page Source code
swissalt Man page
symbolplot Man page Source code
tbmgp Source code
useloglink Source code
variogram Man page Source code
vdc Man page Source code
wind Man page

Files

inst
inst/Copyright
inst/doc
inst/doc/SpatialExtremesGuide.Rnw
inst/doc/SpatialExtremesGuide.pdf
inst/doc/SpatialExtremesGuide.R
tests
tests/gradientPllik.R
src
src/brownResnick.c
src/header.h
src/circulant.c
src/spatgevlik.c
src/Makevars
src/madogram.c
src/univllik.c
src/pairwiselik.c
src/schlatherind.c
src/utils.c
src/penalizations.c
src/gpdproc.c
src/standardErrorsCommonPart.c
src/extremalt.c
src/extcoeff.c
src/weightedPairwiselik.c
src/condsimMaxStab.c
src/simBrownResnick.c
src/smith3d.c
src/simschlather.c
src/simsmith.c
src/fitcovmat.c
src/randomlines.c
src/simextremalt.c
src/concurrence.c
src/simgeometric.c
src/smith.c
src/latentVariable.c
src/geomgauss.c
src/covariance.c
src/fft.c
src/kriging.c
src/turningbands.c
src/standardErrors.c
src/direct.c
src/copula.c
src/schlather.c
src/completedLogLik.c
src/maxLinear.c
src/mcmc.c
NAMESPACE
NEWS
data
data/wind.RData
data/rainfall.RData
data/USHCNTemp.RData
data/swissalt.RData
R
R/simgaussproc.R
R/utils.R
R/swiss.R
R/extremalt.R
R/covariance.R
R/standardErrors.R
R/concurrence.R
R/modelChecking.R
R/schlatherind.R
R/exploratoryAnalysis.R
R/conditionalSim.R
R/extcoeff.R
R/predict.R
R/profile.R
R/psplines.R
R/methods.R
R/selection.R
R/maxLinear.R
R/plots.R
R/univfit.R
R/univdist.R
R/madogram.R
R/latentVariable.R
R/condSimMaxStab.R
R/randomlines.R
R/fitcovmat.R
R/spatgev.R
R/circulant.R
R/brownresnick.R
R/modeldef.R
R/schlather.R
R/simmaxstab.R
R/smith.R
R/geomgauss.R
R/starting.values.R
R/fitmaxstable.R
R/copula.R
R/kriging.R
vignettes
vignettes/layout.sty
vignettes/Figures
vignettes/Figures/Schlather2Sim.png
vignettes/Figures/Smith2Sim.png
vignettes/Figures/tbm.png
vignettes/Figures/rmaxstabSmith.png
vignettes/SpatialExtremesGuide.Rnw
vignettes/references.bib
MD5
build
build/vignette.rds
DESCRIPTION
ChangeLog
man
man/fitspatgev.Rd
man/condrmaxlin.Rd
man/fitcovariance.Rd
man/GEV.Rd
man/concurrencemap.Rd
man/distances.Rd
man/anova.Rd
man/qqextcoeff.Rd
man/rainfall.Rd
man/fitmaxstab.Rd
man/map.latent.Rd
man/cv.Rd
man/condmap.Rd
man/DIC.Rd
man/map.Rd
man/logLik.Rd
man/fmadogram.Rd
man/rbpspline.Rd
man/condrgp.Rd
man/symbolplot.Rd
man/vdc.Rd
man/concprob.Rd
man/gev2frech.Rd
man/lsmaxstab.Rd
man/extcoeff.Rd
man/predict.Rd
man/rb.Rd
man/fitcopula.Rd
man/plot.copula.Rd
man/profile2d.maxstab.Rd
man/qqgev.Rd
man/fitcovmat.Rd
man/simmaxstab.Rd
man/latentVariable.Rd
man/condrmaxstab.Rd
man/covariance.Rd
man/USHCNTemp.Rd
man/madogram.Rd
man/internals.Rd
man/swissalt.Rd
man/rcopula.Rd
man/rmaxlin.Rd
man/modeldef.Rd
man/TIC.Rd
man/profile.maxstab.Rd
man/kriging.Rd
man/variogram.Rd
man/SpatialExtremes-package.Rd
man/rgp.Rd
man/extcoeffemp.Rd
man/windgust.Rd
man/print.Rd
man/plot.maxstab.Rd
man/lmadogram.Rd
man/gcv.Rd
man/swiss.Rd
man/univfit.Rd
man/GPD.Rd
SpatialExtremes documentation built on May 19, 2017, 10:09 p.m.