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The roots of inequality: estimating inequality of opportunity from regression trees and forests

Citations

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Cited by:

  1. Bastián Castro Nofal & Ignacio Flores & Pablo Gutiérrez Cubillos, 2025. "From Housing Gains to Pension Losses: New Methods to Reveal Wealth Inequality Dynamics in Chile," World Inequality Lab Working Papers halshs-05046611, HAL.
  2. Ferreira, Francisco H. G. & Brunori, Paolo & Neidhöfer, Guido & Salas-Rojo, Pedro & Sirugue, Louis, 2025. "Inherited inequality in Latin America," LSE Research Online Documents on Economics 130163, London School of Economics and Political Science, LSE Library.
  3. Nair, Mansi & Sarkar, Sandip, 2025. "New measures of fair and unfair inequality: A Gini decomposition-based approach," Economics Letters, Elsevier, vol. 255(C).
  4. Marc Fleurbaey & Domenico Moramarco & Vito Peragine, 2024. "Measuring inequality and welfare when some inequalities matter more than others," Working Papers ECARES 2024-15, ULB -- Universite Libre de Bruxelles.
  5. Colcerasa, Francesco & Giammei, Lorenzo & Subioli, Francesca, 2025. "The network of injustice: a novel approach to inequality of opportunity," LSE Research Online Documents on Economics 127182, London School of Economics and Political Science, LSE Library.
  6. Brunori, Paolo & Ferreira, Francisco H. G. & Salas Rojo, Pedro, 2026. "Inherited inequality and the distribution of opportunities in the United States, China, India, and South Africa," LSE Research Online Documents on Economics 137083, London School of Economics and Political Science, LSE Library.
  7. repec:osf:socarx:ud42t_v1 is not listed on IDEAS
  8. Colcerasa, Francesco & Giammei, Lorenzo & Subioli, Francesca, 2025. "The Network of Injustice: A Novel Approach to Inequality of Opportunity," SocArXiv zutbq_v1, Center for Open Science.
  9. Paolo Brunori & Francisco H.G. Ferreira & Pedro Salas-Rojo, "undated". "Inherited inequality: a general framework and an application to South Africa," Working Papers 658, ECINEQ, Society for the Study of Economic Inequality.
  10. Desai, Aman, 2024. "Measuring Income Inequality of Opportunity: Accounting for Dynamic Complementarity," SocArXiv ud42t, Center for Open Science.
  11. Moramarco, Domenico & Brunori, Paolo & Salas Rojo, Pedro, 2024. "Biases in inequality of opportunity estimates: measures and solutions," LSE Research Online Documents on Economics 125442, London School of Economics and Political Science, LSE Library.
  12. Ferreira, Francisco & Peragine, Vito & Brunori, Paolo & Salas-Rojo, Pedro & Moramarco, Domenico & Barajas, Luis & Barbieri, Teresa & Daza-Baez, Nancy & Datt, Gaurav & de Sandi, Vito & Farella, Fabio &, 2026. "Global Estimates of Opportunity and Mobility: A Database," IZA Discussion Papers 18367, IZA Network @ LISER.
  13. Bautista Santamarina & Matías Ciaschi & Mariana Marchionni, 2026. "Intergenerational Mobility and Populist Attitudes in Latin America," CEDLAS, Working Papers 0374, CEDLAS, Universidad Nacional de La Plata.
  14. Valentini, Annaelena & Brunori, Paolo & Ferreira, Francisco H. G. & Salas Rojo, Pedro, 2026. "Playing the birth lottery in Europe," LSE Research Online Documents on Economics 138074, London School of Economics and Political Science, LSE Library.
  15. Adermon, Adrian & Brandén, Gunnar & Nybom, Martin, 2025. "The Relationship Between Intergenerational Mobility and Equality of Opportunity," IZA Discussion Papers 17792, IZA Network @ LISER.
  16. Jun Matsui, 2024. "Mobility Measures For The Responsibility Cut," Working Papers 2311, Waseda University, Faculty of Political Science and Economics.
  17. Domenico Moramarco & Paolo Brunori & Pedro Salas-Rojo, 2024. "Biases in inequality of opportunity estimates: measures and solutions," SERIES 02-2024, Dipartimento di Economia e Finanza - Università degli Studi di Bari "Aldo Moro", revised Aug 2024.
  18. Yuankang Xue, 2025. "Inequality of opportunity in non-cognitive skills: a cross-region analysis," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 12(1), pages 1-15, December.
  19. Ainhoa Osés & David Martinez de Lafuente, 2025. "Doomed to the gender gap in STEM? The impact of a role model intervention," SERIEs: Journal of the Spanish Economic Association, Springer;Spanish Economic Association, vol. 16(3), pages 437-477, December.
  20. Elvisa Drishti & Blendi Gerdoçi, 2026. "Inequality of Opportunity, Social Mobility, and Life Satisfaction: A Comparative Analysis among Welfare Regimes," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 181(1), pages 1-34, January.
  21. Pablo Bencomo-Mesa & Gustavo A. Marrero & Gabriela Sicilia, 2025. "Inequality of Opportunity in Education in Spanish Regions: A Machine Learning Approach," Hacienda Pública Española / Review of Public Economics, IEF, vol. 252(1), pages 113-162, March.
  22. Atamanov,Aziz & Cuevas,Pablo Facundo & Lebow,Jeremy Aaron & Mahler,Daniel Gerszon, 2024. "New Evidence on Inequality of Opportunity in Sub-Saharan Africa : More Unequal Than We Thought," Policy Research Working Paper Series 10723, The World Bank.
  23. Zhipeng Zhang & Jie Tang, 2025. "Does Income Redistribution Reduce Inequality of Opportunities? Evidence from China," Social Sciences, MDPI, vol. 14(9), pages 1-30, August.
  24. Andrea Salas‐Ortiz & Andrew M. Jones, 2024. "Inequality of opportunity in the double burden of malnutrition in Mexico," Health Economics, John Wiley & Sons, Ltd., vol. 33(10), pages 2342-2380, October.
  25. Francesco Colcerasa, 2025. "Kuznets and Gatsby at the Crossroad of Inequality of Opportunity: New Evidence From European Regions," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 180(3), pages 1495-1544, December.
  26. Vito De Sandi, 2026. "Estimating Inequality of Opportunity in Ghana Across Cohorts: A Machine Learning Approach," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 181(1), pages 1-24, January.
  27. Ferreira, Francisco H.G. & Moramarco, Domenico & Peragine, Vito, 2026. "Economic development and inequality of opportunity: Kuznets meets the Great Gatsby?," Structural Change and Economic Dynamics, Elsevier, vol. 76(C), pages 94-114.
  28. Paolo Brunori & Emanuele Fedeli & Moris Triventi, 2026. "An Atlas of Educational Inequality in Italy: Outcomes, Disparities and Opportunities," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 181(2), pages 1-27, January.
  29. Hufe, Paul & Kobus, Martyna & Peichl, Andreas & Schüle, Paul, 2025. "Multidimensional equality of opportunity in the United States," European Economic Review, Elsevier, vol. 180(C).
  30. Brunori, Paolo & Ferreira, Francisco H. G. & Salas-Rojo, Pedro, 2024. "Inherited Inequality: A General Framework and a 'Beyond-Averages' Application to South Africa," IZA Discussion Papers 17203, IZA Network @ LISER.
  31. Domenico Moramarco & Paolo Brunori & Pedro Salas-Rojo, 2024. "Biases in inequality of opportunity estimates: measures and solutions," Working Papers 675, ECINEQ, Society for the Study of Economic Inequality.
  32. repec:osf:socarx:rgq7t_v1 is not listed on IDEAS
  33. Pablo A. Mitnik, 2025. "Inequality of Opportunity, Income Mobility, and the Interpretation of Intergenerational Elasticities, Correlations, and Rank-Rank Slopes," Sociological Methods & Research, , vol. 54(4), pages 1289-1338, November.
  34. Ferreira, Francisco H. G. & Brunori, Paolo, 2024. "Inherited inequality, meritocracy, and the purpose of economic growth," LSE Research Online Documents on Economics 126263, London School of Economics and Political Science, LSE Library.
  35. Datt, Gaurav & Nguyen, John & Salas Rojo, Pedro & Ferreira, Francisco H. G. & Brunori, Paolo & Peragine, Vito & Park, Albert & Martinez Jr., Arturo & Bulan, Joseph Albert Nino, 2026. "Measuring inequality of opportunity in Asia and the Pacific," LSE Research Online Documents on Economics 138045, London School of Economics and Political Science, LSE Library.
  36. Fabio Farella, 2025. "Equality of Opportunity and Efficiency in Tertiary Education: a Data-Driven Perspective," SERIES 02-2025, Dipartimento di Economia e Finanza - Università degli Studi di Bari "Aldo Moro", revised May 2025.
  37. Reutzel, Fabian, 2024. "The grass is always greener on the other side: (Unfair) inequality and support for democracy," European Journal of Political Economy, Elsevier, vol. 85(C).
  38. Sander de Vries, 2025. "Who Gets Ahead? Measuring Income Gaps across Family Backgrounds," Tinbergen Institute Discussion Papers 25-010/V, Tinbergen Institute, revised 02 Oct 2026.
  39. Moramarco, Domenico, 2023. "Fairness and Gini decomposition," Economics Letters, Elsevier, vol. 233(C).
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