A Fair price to pay: exploiting causal graphs for fairness in insurance
Published in Journal of Risk and Insurance, 2025
@article{Cote/etal:2024,
author = {Côté, Olivier and Côté, Marie-Pier and Charpentier, Arthur},
title = {A fair price to pay: Exploiting causal graphs for fairness in insurance},
journal = {Journal of Risk and Insurance},
volume = {92},
pages = {33-75},
year = {2025},
keywords = {bias, causal inference, directed acyclic graph, discrimination, disparate impact, fairness criteria, score},
doi = {https://doi.org/10.1111/jori.12503},
url = {https://onlinelibrary.wiley.com/doi/abs/10.1111/jori.12503},
eprint = {https://onlinelibrary.wiley.com/doi/pdf/10.1111/jori.12503}
}Recommended citation: Côté, O., Côté, M.-P., & Charpentier, A. (2025). A fair price to pay: Exploiting causal graphs for fairness in insurance. Journal of Risk and Insurance, 92, 33–75. https://doi.org/10.1111/jori.12503
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