Papers

Savage-Dickey density ratio estimation with normalizing flows for Bayesian model comparison

K Lin, A Polanska, D Piras, AS Mancini… - arXiv preprint arXiv …, 2025 - arxiv.org

… calculated with the learned harmonic mean or with nested sampling directly for the BHM setting, we validate our results by comparison with a simulation-based inference (…

Link to paper

BibTeX

@misc{lin2025savagedickeydensityratioestimation,
      title={Savage-Dickey density ratio estimation with normalizing flows for Bayesian model comparison}, 
      author={Kiyam Lin and Alicja Polanska and Davide Piras and Alessio Spurio Mancini and Jason D. McEwen},
      year={2025},
      eprint={2506.04339},
      archivePrefix={arXiv},
      primaryClass={astro-ph.CO},
      url={https//arxiv.org/abs/2506.04339}, 
}

Share