revdbayes

Ratio-of-Uniforms Sampling for Bayesian Extreme Value Analysis

CRAN Package

Provides functions for the Bayesian analysis of extreme value models. The 'rust' package is used to simulate a random sample from the required posterior distribution. The functionality of 'revdbayes' is similar to the 'evdbayes' package , which uses Markov Chain Monte Carlo ('MCMC') methods for posterior simulation. In addition, there are functions for making inferences about the extremal index, using the models for threshold inter-exceedance times of Suveges and Davison (2010) and Holesovsky and Fusek (2020) . Also provided are d,p,q,r functions for the Generalised Extreme Value ('GEV') and Generalised Pareto ('GP') distributions that deal appropriately with cases where the shape parameter is very close to zero.


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  • Depends1 package
  • Imports6 packages
  • Suggests5 packages
  • Linking To2 packages
  • Reverse Imports3 packages
  • Reverse Suggests6 packages