15 citations · 16 across the 3 of their papers we have counts for
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stat.AP2022★ 1 cited
Bayesian modelling of the temporal evolution of seismicity using the ETAS.inlabru R-package
Mark Naylor, Francesco Serafini, Finn Lindgren +1
The Epidemic Type Aftershock Sequence (ETAS) model is widely used to model seismic sequences and underpins Operational Earthquake Forecasting (OEF). However, it remains challenging…
stat.CO2022★ 15 cited
Approximation of bayesian Hawkes process models with Inlabru
Francesco Serafini, Finn Lindgren, Mark Naylor
Hawkes process are very popular mathematical tools for modelling phenomena exhibiting a \textit{self-exciting} or \textit{self-correcting} behaviour. Typical examples are earthquak…