bayesianETAS: Bayesian Estimation of the Temporal and Spatio-Temporal ETAS Models for Earthquake Occurrences

The Epidemic Type Aftershock Sequence (ETAS) model is widely used for modelling and forecasting earthquake occurrences. This package implements Bayesian estimation routines for both the temporal and spatial ETAS model, allowing samples to be drawn from the full posterior distribution of the model parameters given an earthquake catalogue. The methods are described in Ross (2021) "Bayesian Estimation of the ETAS Model for Earthquake Occurrences" <doi:10.1785/0120200198>.

Getting started

Package details

AuthorGordon J. Ross [aut, cre]
MaintainerGordon J. Ross <gordon@gordonjross.co.uk>
LicenseGPL-3
Version2.0.1
URL https://doi.org/10.1785/0120200198 
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("bayesianETAS")

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bayesianETAS documentation built on May 26, 2026, 1:06 a.m.