SpatialExtremes: Modelling Spatial Extremes

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

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
http://spatialextremes.r-forge.r-project.org/

View on CRAN

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

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

Files

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

Questions? Problems? Suggestions? or email at ian@mutexlabs.com.

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