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Authors and Citation

Authors

  • Jianhui Gao. Author.

  • Benjamin Smith. Author, maintainer.

  • Benson Chou. Author.

  • Jessica Gronsbell. Author.

Citation

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. 

@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. 

@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 et al. (2024). What is Fair? Defining Fairness in Machine Learning for Health. arXiv:2406.09307.

@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},
}