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Identifying Marriage Markets

Author

Listed:
  • Ugo Bolletta
  • Laurens Cherchye
  • Thomas Demuynck
  • Bram De Rock
  • Luca Paolo Merlino

Abstract

We propose a method to identify individuals’ marriage markets assuming that observed marriages are stable. We aim to learn about (the relative importance of) the individual’s observable characteristics defining these markets. First, we use a nonparametric revealed preference approach to construct inner and outer bound approximations of these markets from observed marriages. We then use machine learning to estimate arobust boundary between them (as a linear function of individual characteristics). We demonstrate the usefulness of our method using Dutch household data and quantify the trade-off between the characteristics such as age, education and wages defining individuals’ marriage markets.

Suggested Citation

  • Ugo Bolletta & Laurens Cherchye & Thomas Demuynck & Bram De Rock & Luca Paolo Merlino, 2024. "Identifying Marriage Markets," Working Papers ECARES 2024-12, ULB -- Universite Libre de Bruxelles.
  • Handle: RePEc:eca:wpaper:2013/376857
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    References listed on IDEAS

    as
    1. Marion Goussé & Nicolas Jacquemet & Jean‐Marc Robin, 2017. "Marriage, Labor Supply, and Home Production," Econometrica, Econometric Society, vol. 85(6), pages 1873-1919, November.
    2. Arnaud Dupuy & Alfred Galichon, 2014. "Personality Traits and the Marriage Market," Journal of Political Economy, University of Chicago Press, vol. 122(6), pages 1271-1319.
    3. Ugo Bolletta & Luca Paolo Merlino, 2022. "Marriage Through Friends," Dynamic Games and Applications, Springer, vol. 12(4), pages 1046-1066, December.
    4. Laurens Cherchye & Thomas Demuynck & Bram De Rock & Frederic Vermeulen, 2017. "Household Consumption When the Marriage Is Stable," American Economic Review, American Economic Association, vol. 107(6), pages 1507-1534, June.
    5. Raymond Fisman & Sheena S. Iyengar & Emir Kamenica & Itamar Simonson, 2008. "Racial Preferences in Dating," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 75(1), pages 117-132.
    6. Laurens Cherchye & Bram De Rock & Frederic Vermeulen, 2012. "Married with Children: A Collective Labor Supply Model with Detailed Time Use and Intrahousehold Expenditure Information," American Economic Review, American Economic Association, vol. 102(7), pages 3377-3405, December.
    7. Laurens Cherchye & Bram De Rock & Khushboo Surana & Frederic Vermeulen, 2020. "Marital Matching, Economies of Scale, and Intrahousehold Allocations," The Review of Economics and Statistics, MIT Press, vol. 102(4), pages 823-837, October.
    8. Raymond Fisman & Sheena S. Iyengar & Emir Kamenica & Itamar Simonson, 2006. "Gender Differences in Mate Selection: Evidence From a Speed Dating Experiment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 121(2), pages 673-697.
    9. Robert Shimer & Lones Smith, 2000. "Assortative Matching and Search," Econometrica, Econometric Society, vol. 68(2), pages 343-370, March.
    10. Martin Browning & Laurens Cherchye & Thomas Demuynck & Bram De Rock & Frederic Vermeulen, 2021. "Stable marriage, household consumption and unobserved match quality," IFS Working Papers W21/31, Institute for Fiscal Studies.
    11. Luca Paolo Merlino & Max Friedrich Steinhardt & Liam Wren-Lewis, 2019. "More than Just Friends? School Peers and Adult Interracial Relationships," Journal of Labor Economics, University of Chicago Press, vol. 37(3), pages 663-713.
    12. Jeremy Lise & Ken Yamada, 2019. "Household Sharing and Commitment: Evidence from Panel Data on Individual Expenditures and Time Use," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 86(5), pages 2184-2219.
    13. Ismael Mourifié & Aloysius Siow, 2021. "The Cobb-Douglas Marriage Matching Function: Marriage Matching with Peer and Scale Effects," Journal of Labor Economics, University of Chicago Press, vol. 39(S1), pages 239-274.
    14. Pierre-André Chiappori & Sonia Oreffice & Climent Quintana-Domeque, 2012. "Fatter Attraction: Anthropometric and Socioeconomic Matching on the Marriage Market," Journal of Political Economy, University of Chicago Press, vol. 120(4), pages 659-695.
    15. Alessandra Voena, 2015. "Yours, Mine, and Ours: Do Divorce Laws Affect the Intertemporal Behavior of Married Couples?," American Economic Review, American Economic Association, vol. 105(8), pages 2295-2332, August.
    16. Lones Smith, 2006. "The Marriage Model with Search Frictions," Journal of Political Economy, University of Chicago Press, vol. 114(6), pages 1124-1146, December.
    17. Fedor Iskhakov & John Rust & Bertel Schjerning, 2020. "Machine learning and structural econometrics: contrasts and synergies," The Econometrics Journal, Royal Economic Society, vol. 23(3), pages 81-124.
    18. Gunter J. Hitsch & Ali Hortaçsu & Dan Ariely, 2010. "Matching and Sorting in Online Dating," American Economic Review, American Economic Association, vol. 100(1), pages 130-163, March.
    19. Laurens Cherchye & Bram De Rock & Frederic Vermeulen & Selma Walther, 2021. "Where did it go wrong? Marriage and divorce in Malawi," Quantitative Economics, Econometric Society, vol. 12(2), pages 505-545, May.
    20. Eugene Choo & Aloysius Siow, 2006. "Who Marries Whom and Why," Journal of Political Economy, University of Chicago Press, vol. 114(1), pages 175-201, February.
    21. repec:hal:spmain:info:hdl:2441/5qto0mb54p8u69nt9krvc2btjm is not listed on IDEAS
    22. repec:hal:spmain:info:hdl:2441/361levbcs399s9oa154em6h9jl is not listed on IDEAS
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    More about this item

    Keywords

    marriage market; identification; revealed preferences; machine learning; support vector machine (SVM).;
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