Bayesian techniques for modelling volcanic processes

摘要

Extreme value theory is the branch of statistics inferring extreme events in random processes. Bayesian estimation in this field offers many advantages. We use techniques from extreme value theory to estimate by Bayesian methods the probability distribution of extreme volcanic eruptions that are subject to a historical recording bias.