Biases in inequality of opportunity estimates: measures and solutions
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- Xavier Ramos & Dirk gaer, 2016.
"Approaches To Inequality Of Opportunity: Principles, Measures And Evidence,"
Journal of Economic Surveys, Wiley Blackwell, vol. 30(5), pages 855-883, December.
- Xavier RAMOS & Dirk VAN DE GAER, 2016. "Approaches to inequality of opportunity: principles, measures and evidence," LIDAM Reprints CORE 2868, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
- Paolo Brunori & Vito Peragine & Laura Serlenga, 2019.
"Upward and downward bias when measuring inequality of opportunity,"
Social Choice and Welfare, Springer;The Society for Social Choice and Welfare, vol. 52(4), pages 635-661, April.
- Paolo Brunori & Vito Peragine & Laura Serlenga, 2016. "Upward and downward bias when measuring inequality of opportunity," SERIES 05-2016, Dipartimento di Economia e Finanza - Università degli Studi di Bari "Aldo Moro", revised Sep 2016.
- Brunori, Paolo & Peragine, Vito & Serlenga, Laura, 2018. "Upward and Downward Bias When Measuring Inequality of Opportunity," IZA Discussion Papers 11405, Institute of Labor Economics (IZA).
- Paolo Brunori & Vito Peragine & Laura Serlenga, 2017. "Upward and downward bias when measuring inequality of opportunity," Working Papers - Economics wp2017_02.rdf, Universita' degli Studi di Firenze, Dipartimento di Scienze per l'Economia e l'Impresa.
- Paolo Brunori & Vito Peragine & Laura Serlenga, 2016. "Upward and downward bias when measuring inequality of opportunity," Working Papers 406, ECINEQ, Society for the Study of Economic Inequality.
- Juan Carlos Escanciano & Joel Robert Terschuur, 2022. "Machine Learning Inference on Inequality of Opportunity," Papers 2206.05235, arXiv.org, revised Oct 2023.
- Hal R. Varian, 2014. "Big Data: New Tricks for Econometrics," Journal of Economic Perspectives, American Economic Association, vol. 28(2), pages 3-28, Spring.
- Alexander W. Cappelen & James Konow & Erik ?. S?rensen & Bertil Tungodden, 2013.
"Just Luck: An Experimental Study of Risk-Taking and Fairness,"
American Economic Review, American Economic Association, vol. 103(4), pages 1398-1413, June.
- Cappelen, Alexander W. & Konow, James & Sørensen, Erik Ø. & Tungodden, Bertil, 2010. "Just Luck: An Experimental Study of Risk Taking and Fairness," Discussion Paper Series in Economics 4/2010, Norwegian School of Economics, Department of Economics.
- Cappelen, Alexander W & Konow, James & Sorensen, Erik O & Tungodden, Bertil, 2010. "Just luck: an experimental study of risk taking and fairness," MPRA Paper 24475, University Library of Munich, Germany.
- Alexander W. Cappelen & Astri Drange Hole & Erik Ø Sørensen & Bertil Tungodden, 2007.
"The Pluralism of Fairness Ideals: An Experimental Approach,"
American Economic Review, American Economic Association, vol. 97(3), pages 818-827, June.
- Alexander W. Cappelen & Astri D. Hole & Erik Ø. Sørensen & Bertil Tungodden, 2005. "The Pluralism of Fairness Ideals: An Experimental Approach," CESifo Working Paper Series 1611, CESifo.
- Francisco H. G. Ferreira & Jérémie Gignoux, 2011.
"The Measurement Of Inequality Of Opportunity: Theory And An Application To Latin America,"
Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 57(4), pages 622-657, December.
- Ferreira , Francisco H. G. & Gignoux, Jeremie, 2008. "The measurement of inequality of opportunity : theory and an application to Latin America," Policy Research Working Paper Series 4659, The World Bank.
- Francisco H.G. Ferreira & Jérémie Gignoux, 2011.
"The Measurement of Inequality of Inequality of Opportunity: Theory and an Application to Latin America,"
Post-Print
halshs-00754503, HAL.
- Francisco H.G. Ferreira & Jérémie Gignoux, 2011. "The Measurement of Inequality of Inequality of Opportunity: Theory and an Application to Latin America," PSE-Ecole d'économie de Paris (Postprint) halshs-00754503, HAL.
- John E. Roemer & Alain Trannoy, 2016.
"Equality of Opportunity: Theory and Measurement,"
Journal of Economic Literature, American Economic Association, vol. 54(4), pages 1288-1332, December.
- John E. Roemer & Alain Trannoy, 2016. "Equality of Opportunity: Theory and Measurement," Post-Print hal-01446191, HAL.
- Marc Fleurbaey & Vito Peragine, 2013.
"Ex Ante Versus Ex Post Equality of Opportunity,"
Economica, London School of Economics and Political Science, vol. 80(317), pages 118-130, January.
- Marc Fleurbaey & Vito Peragine, 2009. "Ex ante versus ex post equality of opportunity," Working Papers 141, ECINEQ, Society for the Study of Economic Inequality.
- Daniele Checchi & Vito Peragine, 2010. "Inequality of opportunity in Italy," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 8(4), pages 429-450, December.
- Brunori, Paolo & Hufe, Paul & Mahler, Daniel, 2023. "The roots of inequality: estimating inequality of opportunity from regression trees and forests," LSE Research Online Documents on Economics 118220, London School of Economics and Political Science, LSE Library.
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More about this item
Keywords
Equality of opportunity; Machine learning; PhD graduates; Compensation; Reward;All these keywords.
JEL classification:
- C38 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Classification Methdos; Cluster Analysis; Principal Components; Factor Analysis
- D31 - Microeconomics - - Distribution - - - Personal Income and Wealth Distribution
- D63 - Microeconomics - - Welfare Economics - - - Equity, Justice, Inequality, and Other Normative Criteria and Measurement
NEP fields
This paper has been announced in the following NEP Reports:- NEP-BIG-2024-09-23 (Big Data)
- NEP-MAC-2024-09-23 (Macroeconomics)
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