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Estimating Marginal Likelihoods in Likelihood-Free Inference via Neural Density Estimation

P Bastide, A Estoup, JM Marin, J Stoehr - arXiv preprint arXiv:2507.08734, 2025 - arxiv.org
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… Crucially, the method is not specific to simulation-based inference and could be applied in any Bayesian setting where a posterior sample is available and a surrogate …

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@misc{bastide2025estimatingmarginallikelihoodslikelihoodfree,
      title={Estimating Marginal Likelihoods in Likelihood-Free Inference via Neural Density Estimation}, 
      author={Paul Bastide and Arnaud Estoup and Jean-Michel Marin and Julien Stoehr},
      year={2025},
      eprint={2507.08734},
      archivePrefix={arXiv},
      primaryClass={stat.CO},
      url={https//arxiv.org/abs/2507.08734}, 
}

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