Gao J, Smith B, Chou B, Gronsbell J (2025). fairmetrics: Fairness Evaluation Metrics with Confidence Intervals. https://github.com/jianhuig/fairmetrics.

Smith B, Gao J, Gronsbell J (2025). “fairmetrics: An R package for group fairness evaluation.” arXiv:2506.06243, https://arxiv.org/abs/2506.06243.

Gao J, Chou B, McCaw Z, Thurston H, Varghese P, Hong C, Gronsbell J (2024). “What is Fair? Defining Fairness in Machine Learning for Health.” arXiv:2406.09307, https://arxiv.org/abs/2406.09307.

Corresponding BibTeX entries:

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

  @Misc{Smith_Gao_Gronsbell_2025,
    title = {fairmetrics: An R package for group fairness evaluation},
    author = {Benjamin Smith and Jianhui Gao and Jessica Gronsbell},
    year = {2025},
    month = {jun},
    note = {arXiv:2506.06243},
    url = {https://arxiv.org/abs/2506.06243},
  }

  @Misc{Gao_Chou_McCaw_Thurston_Varghese_Hong_Gronsbell_2024,
    title = {What is Fair? Defining Fairness in Machine Learning for
      Health},
    author = {Jianhui Gao and Benson Chou and Zachary R. McCaw and
      Hilary Thurston and Paul Varghese and Chuan Hong and Jessica
      Gronsbell},
    year = {2024},
    month = {jun},
    note = {arXiv:2406.09307},
    url = {https://arxiv.org/abs/2406.09307},
  }