Reference / Citing binference

Citing binference

If binference contributes to your work, please cite the software using its CITATION.cff (GitHub’s “Cite this repository” button produces BibTeX and APA from it), and the method papers that apply to your problem:

  • the hierarchical model for binned likelihoods and its Gibbs sampler: Leistedt et al. (2016);

  • population inference from per-object likelihoods or posterior samples with interim priors: Hogg et al. (2010);

  • selection effects in population inference: Mandel et al. (2019);

  • the No-U-Turn Sampler: Hoffman and Gelman (2014);

  • rank-normalised R-hat and ESS: Vehtari et al. (2021);

  • simulation-based calibration: Talts et al. (2018);

  • Hilbert-space Gaussian processes: Solin and Särkkä (2020);

  • Pareto-smoothed importance sampling: Vehtari et al. (2024).

Their full entries, with DOIs and arXiv identifiers, are in the Bibliography.