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SB-ETAS using simulation based inference for scalable, likelihood-free inference for the ETAS model of earthquake occurrences

S Stockman, DJ Lawson, MJ Werner - arXiv preprint arXiv:2404.16590, 2024 - arxiv.org
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… We present SB-ETAS: simulation-based inference for the ETAS model. This is an approximate Bayesian method which uses Sequential Neural Posterior Estimation (SNPE…

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