To cite fairmetrics in publications, please use one of the following:

  Smith B, Gao J, Chou B, Gronsbell J (2025). “fairmetrics: An R
  package for group fairness evaluation.” _Journal of Open Source
  Software_, *10*(113), 8497. doi:10.21105/joss.08497
  <https://doi.org/10.21105/joss.08497>.
  <https://doi.org/10.21105/joss.08497>.

A BibTeX entry for LaTeX users is

  @Article{,
    title = {fairmetrics: An R package for group fairness evaluation},
    author = {Benjamin Smith and Jianhui Gao and Benson Chou and Jessica Gronsbell},
    year = {2025},
    journal = {Journal of Open Source Software},
    volume = {10},
    number = {113},
    pages = {8497},
    doi = {10.21105/joss.08497},
    url = {https://doi.org/10.21105/joss.08497},
    publisher = {The Open Journal},
  }

  Gao J, Smith B, Chou B, Gronsbell J (2025). _fairmetrics: Fairness
  Evaluation Metrics with Confidence Intervals for Binary Protected
  Attributes_. <https://github.com/jianhuig/fairmetrics>.

A BibTeX entry for LaTeX users is

  @Manual{,
    title = {fairmetrics: Fairness Evaluation Metrics with Confidence Intervals for Binary Protected Attributes},
    author = {Jianhui Gao and Benjamin Smith and Benson Chou and Jessica Gronsbell},
    year = {2025},
    url = {https://github.com/jianhuig/fairmetrics},
  }

  Gao J, Chou B, McCaw ZR, Thurston H, Varghese P, Hong C, Gronsbell J
  (2025). "What Is Fair? Defining Fairness in Machine Learning for
  Health.", Statistics in Medicine, 44(20-22), e70234.
  doi:10.1002/sim.70234

A BibTeX entry for LaTeX users is

  @Article{,
    author = {Jianhui Gao and Benson Chou and Zachary R. McCaw and Hilary Thurston and Paul Varghese and Chuan Hong and Jessica Gronsbell},
    title = {What Is Fair? Defining Fairness in Machine Learning for Health},
    journal = {Statistics in Medicine},
    year = {2025},
    volume = {44},
    number = {20-22},
    pages = {e70234},
    doi = {10.1002/sim.70234},
    url = {https://onlinelibrary.wiley.com/doi/abs/10.1002/sim.70234},
  }