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 publication2016-10-18 15:33:10
MaintainerMathieu Ribatet <mathieu.ribatet@umontpellier.fr>
LicenseGPL (>= 2)
Version2.0-2
URL http://spatialextremes.r-forge.r-project.org/
Package repositoryView on R-Forge
InstallationInstall the latest version of this package by entering the following in R:
install.packages("SpatialExtremes", repos="http://R-Forge.R-project.org")

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

Files

SpatialExtremes/ChangeLog
SpatialExtremes/DESCRIPTION
SpatialExtremes/NAMESPACE
SpatialExtremes/NEWS
SpatialExtremes/R
SpatialExtremes/R/brownresnick.R
SpatialExtremes/R/circulant.R
SpatialExtremes/R/concurrence.R
SpatialExtremes/R/condSimMaxStab.R
SpatialExtremes/R/conditionalSim.R
SpatialExtremes/R/copula.R
SpatialExtremes/R/covariance.R
SpatialExtremes/R/exploratoryAnalysis.R
SpatialExtremes/R/extcoeff.R
SpatialExtremes/R/extremalt.R
SpatialExtremes/R/fitcovmat.R
SpatialExtremes/R/fitmaxstable.R
SpatialExtremes/R/geomgauss.R
SpatialExtremes/R/kriging.R
SpatialExtremes/R/latentVariable.R
SpatialExtremes/R/madogram.R
SpatialExtremes/R/maxLinear.R
SpatialExtremes/R/methods.R
SpatialExtremes/R/modelChecking.R
SpatialExtremes/R/modeldef.R
SpatialExtremes/R/plots.R
SpatialExtremes/R/predict.R
SpatialExtremes/R/profile.R
SpatialExtremes/R/psplines.R
SpatialExtremes/R/randomlines.R
SpatialExtremes/R/schlather.R
SpatialExtremes/R/schlatherind.R
SpatialExtremes/R/selection.R
SpatialExtremes/R/simgaussproc.R
SpatialExtremes/R/simmaxstab.R
SpatialExtremes/R/smith.R
SpatialExtremes/R/spatgev.R
SpatialExtremes/R/standardErrors.R
SpatialExtremes/R/starting.values.R
SpatialExtremes/R/swiss.R
SpatialExtremes/R/univdist.R
SpatialExtremes/R/univfit.R
SpatialExtremes/R/utils.R
SpatialExtremes/build
SpatialExtremes/build/vignette.rds
SpatialExtremes/data
SpatialExtremes/data/USHCNTemp.RData
SpatialExtremes/data/rainfall.RData
SpatialExtremes/data/swissalt.RData
SpatialExtremes/data/wind.RData
SpatialExtremes/inst
SpatialExtremes/inst/Copyright
SpatialExtremes/inst/doc
SpatialExtremes/inst/doc/SpatialExtremesGuide.R
SpatialExtremes/inst/doc/SpatialExtremesGuide.Rnw
SpatialExtremes/inst/doc/SpatialExtremesGuide.pdf
SpatialExtremes/man
SpatialExtremes/man/DIC.Rd
SpatialExtremes/man/GEV.Rd
SpatialExtremes/man/GPD.Rd
SpatialExtremes/man/SpatialExtremes-package.Rd
SpatialExtremes/man/TIC.Rd
SpatialExtremes/man/USHCNTemp.Rd
SpatialExtremes/man/anova.Rd
SpatialExtremes/man/concprob.Rd
SpatialExtremes/man/concurrencemap.Rd
SpatialExtremes/man/condmap.Rd
SpatialExtremes/man/condrgp.Rd
SpatialExtremes/man/condrmaxlin.Rd
SpatialExtremes/man/condrmaxstab.Rd
SpatialExtremes/man/covariance.Rd
SpatialExtremes/man/cv.Rd
SpatialExtremes/man/distances.Rd
SpatialExtremes/man/extcoeff.Rd
SpatialExtremes/man/extcoeffemp.Rd
SpatialExtremes/man/fitcopula.Rd
SpatialExtremes/man/fitcovariance.Rd
SpatialExtremes/man/fitcovmat.Rd
SpatialExtremes/man/fitmaxstab.Rd
SpatialExtremes/man/fitspatgev.Rd
SpatialExtremes/man/fmadogram.Rd
SpatialExtremes/man/gcv.Rd
SpatialExtremes/man/gev2frech.Rd
SpatialExtremes/man/internals.Rd
SpatialExtremes/man/kriging.Rd
SpatialExtremes/man/latentVariable.Rd
SpatialExtremes/man/lmadogram.Rd
SpatialExtremes/man/logLik.Rd
SpatialExtremes/man/lsmaxstab.Rd
SpatialExtremes/man/madogram.Rd
SpatialExtremes/man/map.Rd
SpatialExtremes/man/map.latent.Rd
SpatialExtremes/man/modeldef.Rd
SpatialExtremes/man/plot.copula.Rd
SpatialExtremes/man/plot.maxstab.Rd
SpatialExtremes/man/predict.Rd
SpatialExtremes/man/print.Rd
SpatialExtremes/man/profile.maxstab.Rd
SpatialExtremes/man/profile2d.maxstab.Rd
SpatialExtremes/man/qqextcoeff.Rd
SpatialExtremes/man/qqgev.Rd
SpatialExtremes/man/rainfall.Rd
SpatialExtremes/man/rb.Rd
SpatialExtremes/man/rbpspline.Rd
SpatialExtremes/man/rcopula.Rd
SpatialExtremes/man/rgp.Rd
SpatialExtremes/man/rmaxlin.Rd
SpatialExtremes/man/simmaxstab.Rd
SpatialExtremes/man/swiss.Rd
SpatialExtremes/man/swissalt.Rd
SpatialExtremes/man/symbolplot.Rd
SpatialExtremes/man/univfit.Rd
SpatialExtremes/man/variogram.Rd
SpatialExtremes/man/vdc.Rd
SpatialExtremes/man/windgust.Rd
SpatialExtremes/src
SpatialExtremes/src/Makevars
SpatialExtremes/src/brownResnick.c
SpatialExtremes/src/circulant.c
SpatialExtremes/src/concurrence.c
SpatialExtremes/src/condsimMaxStab.c
SpatialExtremes/src/copula.c
SpatialExtremes/src/covariance.c
SpatialExtremes/src/direct.c
SpatialExtremes/src/extcoeff.c
SpatialExtremes/src/extremalt.c
SpatialExtremes/src/fft.c
SpatialExtremes/src/fitcovmat.c
SpatialExtremes/src/geomgauss.c
SpatialExtremes/src/header.h
SpatialExtremes/src/kriging.c
SpatialExtremes/src/latentVariable.c
SpatialExtremes/src/madogram.c
SpatialExtremes/src/maxLinear.c
SpatialExtremes/src/maxStableExactSimulation.c
SpatialExtremes/src/mcmc.c
SpatialExtremes/src/pairwiselik.c
SpatialExtremes/src/penalizations.c
SpatialExtremes/src/randomlines.c
SpatialExtremes/src/schlather.c
SpatialExtremes/src/schlatherind.c
SpatialExtremes/src/simBrownResnick.c
SpatialExtremes/src/simextremalt.c
SpatialExtremes/src/simgeometric.c
SpatialExtremes/src/simschlather.c
SpatialExtremes/src/simsmith.c
SpatialExtremes/src/smith.c
SpatialExtremes/src/smith3d.c
SpatialExtremes/src/spatgevlik.c
SpatialExtremes/src/standardErrors.c
SpatialExtremes/src/standardErrorsCommonPart.c
SpatialExtremes/src/turningbands.c
SpatialExtremes/src/univllik.c
SpatialExtremes/src/utils.c
SpatialExtremes/src/weightedPairwiselik.c
SpatialExtremes/tests
SpatialExtremes/tests/gradientPllik.R
SpatialExtremes/vignettes
SpatialExtremes/vignettes/Figures
SpatialExtremes/vignettes/Figures/Schlather2Sim.png
SpatialExtremes/vignettes/Figures/Smith2Sim.png
SpatialExtremes/vignettes/Figures/rmaxstabSmith.png
SpatialExtremes/vignettes/Figures/tbm.png
SpatialExtremes/vignettes/SpatialExtremesGuide.Rnw
SpatialExtremes/vignettes/layout.sty
SpatialExtremes/vignettes/references.bib
SpatialExtremes documentation built on Oct. 28, 2016, 12:16 p.m.