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" .


Reference manual

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install.packages("bayesianETAS")

2.0.1 by Gordon J. Ross, 4 months ago


https://doi.org/10.1785/0120200198


Browse source code at https://github.com/cran/bayesianETAS


Authors: Gordon J. Ross [aut, cre]


Documentation:   PDF Manual  


GPL-3 license


Imports MASS

Suggests testthat


See at CRAN