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To cite `aihuman` in publications use the first entry below. Please also cite the corresponding paper proposing the method using the second entry.
Shin S, Jiang Z, Imai K (2024). aihuman: Experimental Evaluation of Algorithm-Assisted Human Decision-Making. R package version 1.0.0, https://github.com/sooahnshin/aihuman.
Imai K, Jiang Z, Greiner D, Halen R, Shin S (2023). “Experimental Evaluation of Algorithm-Assisted Human Decision-Making: Application to Pretrial Public Safety Assessment.” Journal of the Royal Statistical Society: Series A (Statistics in Society), 186(2), 167–189.
Ben-Michael E, Greiner D, Huang M, Imai K, Jiang Z, Shin S (2024). “Does AI help humans make better decisions? A methodological framework for experimental evaluation.” arXiv preprint, arXiv:2403.12108.
Corresponding BibTeX entries:
@Manual{,
title = {aihuman: Experimental Evaluation of Algorithm-Assisted
Human Decision-Making},
author = {Sooahn Shin and Zhichao Jiang and Kosuke Imai},
year = {2024},
note = {R package version 1.0.0},
url = {https://github.com/sooahnshin/aihuman},
}
@Article{,
title = {Experimental Evaluation of Algorithm-Assisted Human
Decision-Making: Application to Pretrial Public Safety
Assessment},
author = {Kosuke Imai and Zhichao Jiang and D. James Greiner and
Ryan Halen and Sooahn Shin},
journal = {Journal of the Royal Statistical Society: Series A
(Statistics in Society)},
volume = {186},
number = {2},
pages = {167--189},
year = {2023},
publisher = {Oxford University Press},
}
@Article{,
title = {Does AI help humans make better decisions? A
methodological framework for experimental evaluation},
author = {Eli Ben-Michael and D. James Greiner and Melody Huang and
Kosuke Imai and Zhichao Jiang and Sooahn Shin},
journal = {arXiv preprint},
volume = {arXiv:2403.12108},
year = {2024},
}
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.