Modelling Spatial Extremes

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 |

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. |

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