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 publication2016-10-18 15:33:10
MaintainerMathieu Ribatet <mathieu.ribatet@umontpellier.fr>
LicenseGPL (>= 2)
Version2.0-2
http://spatialextremes.r-forge.r-project.org/

View on R-Forge

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

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

Please suggest features or report bugs with the GitHub issue tracker.

All documentation is copyright its authors; we didn't write any of that.