Multivariate Peaks-over-Threshold Modelling for Spatial Extreme Events


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Documentation for package ‘mvPot’ version 0.1.6

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mvPot-package Multivariate Peaks-over-Threshold Modelling for Extreme Events Analysis
censoredLikelihood Censored log-likelihood function for the Brown-Resnick model.
censoredLikelihoodBR Censored log-likelihood function for the Brown-Resnick model.
censoredLikelihoodXS Censored log-likelihood function of the extremal Student model
genVecQMC Generating vectors for lattice rules
mvPot Multivariate Peaks-over-Threshold Modelling for Extreme Events Analysis
mvtNormQuasiMonteCarlo Multivariate normal distribution function
mvTProbQuasiMonteCarlo Multivariate t distribution function
rExtremalStudentParetoProcess Simulation of extremal Student generalized Pareto vectors
scoreEstimation Gradient score function for the Brown-Resnick model.
simulBrownResnick Simulation of Brown-Resnick random vectors
simulPareto Simulate Pareto random vectors
spectralLikelihood Spectral log-likelihood function