A Moral Framework for Understanding of Fair ML through Economic Models of Equality of Opportunity
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- Lefranc, Arnaud & Pistolesi, Nicolas & Trannoy, Alain, 2009.
"Equality of opportunity and luck: Definitions and testable conditions, with an application to income in France,"
Journal of Public Economics, Elsevier, vol. 93(11-12), pages 1189-1207, December.
- Arnaud LEFRANC & Nicolas PISTOLESI & Alain TRANNOY, 2009. "Equality of opportunity and luck: Definitions and testable conditions, with an application to income in France," THEMA Working Papers 2009-01, THEMA (THéorie Economique, Modélisation et Applications), Université de Cergy-Pontoise.
- Arnaud Lefranc & Nicolas Pistolesi & Alain Trannoy, 2009. "Equality of opportunity and luck: Definitions and testable conditions, with an application to income in France ," Post-Print hal-01650733, HAL.
- Fleurbaey, Marc, 2012.
"Fairness, Responsibility, and Welfare,"
OUP Catalogue,
Oxford University Press, number 9780199653591.
- Fleurbaey, Marc, 2008. "Fairness, Responsibility, and Welfare," OUP Catalogue, Oxford University Press, number 9780199215911.
- Richard Arneson, 2018. "Four Conceptions of Equal Opportunity," Economic Journal, Royal Economic Society, vol. 128(612), pages 152-173.
- Richard Arneson, 2018. "Four Conceptions of Equal Opportunity," Economic Journal, Royal Economic Society, vol. 128(612), pages 152-173, July.
- John E. Roemer, 2002. "Equality of opportunity: A progress report," Social Choice and Welfare, Springer;The Society for Social Choice and Welfare, vol. 19(2), pages 455-471.
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Cited by:
- Samuele Centorrino & Jean-Pierre Florens & Jean-Michel Loubes, 2022. "Fairness constraint in Structural Econometrics and Application to fair estimation using Instrumental Variables," Papers 2202.08977, arXiv.org.
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