Spatial Extreme Value Analysis with the Hierarchical Model of Reich and Shaby (2012)


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Documentation for package ‘hkevp’ version 1.1.4

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hkevp-package A hierarchical model for spatial extreme values
extrapol.gev Spatial extrapolation of GEV parameters with the HKEVP
extrapol.return.level Spatial extrapolation of a return level.
hkevp A hierarchical model for spatial extreme values
hkevp.expmeasure Exponent measure of the HKEVP
hkevp.fit Fitting procedure of the HKEVP with MCMC algorithm
hkevp.predict Predictive distribution of the max-stable process at target positions.
hkevp.rand Simulation of the HKEVP
latent.fit Fitting procedure of the latent variable model
mcmc.fun Point estimates of HKEVP fit
mcmc.plot Markov chains plotting
mcmc_deponly C routine for fitting either the HKEVP or the latent variable model with MCMC.
mcmc_hkevp C routine for fitting either the HKEVP or the latent variable model with MCMC.
mcmc_latent C routine for fitting either the HKEVP or the latent variable model with MCMC.
return.level The associated return level