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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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BibTeX

@misc{stockman2024sbetas,
title={SB-ETAS using simulation based inference for scalable, likelihood-free inference for the ETAS model of earthquake occurrences},
author={Samuel Stockman and Daniel J. Lawson and Maximilian J. Werner},
year={2024},
eprint={2404.16590},
archivePrefix={arXiv},
primaryClass={stat.AP}
}

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