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Neural Posterior Estimation on Exponential Random Graph Models Evaluating Bias and Implementation Challenges

Y Fan, S White - arXiv preprint arXiv:2504.09349, 2025 - arxiv.org
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… Neural posterior estimation (NPE) is a recent advancement in simulation-based inference, using a neural network based density estimator to infer the posterior for models …

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BibTeX

@misc{fan2025neuralposteriorestimationexponential,
      title={Neural Posterior Estimation on Exponential Random Graph Models Evaluating Bias and Implementation Challenges}, 
      author={Yefeng Fan and Simon White},
      year={2025},
      eprint={2504.09349},
      archivePrefix={arXiv},
      primaryClass={stat.ME},
      url={https//arxiv.org/abs/2504.09349}, 
}

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