This paper describes a simple empirical Bayes approach to inference about t
he eruption rate of a volcano under a Poisson process model. Under this app
roach, the prior distribution of the eruption rate is estimated from the er
uption records of a group of similar volcanoes. The approach is illustrated
using the eruption records of six Central American volcanoes.