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Algorithmic vs. Human Portfolio Choice

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  • Béatrice BOULU-RESHEF
  • Alexis DIRER
  • Nicole VON WILCZUR

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  • Béatrice BOULU-RESHEF & Alexis DIRER & Nicole VON WILCZUR, 2022. "Algorithmic vs. Human Portfolio Choice," LEO Working Papers / DR LEO 2966, Orleans Economics Laboratory / Laboratoire d'Economie d'Orleans (LEO), University of Orleans.
  • Handle: RePEc:leo:wpaper:2966
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    References listed on IDEAS

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    1. Filippin, Antonio & Crosetto, Paolo, 2014. "A Reconsideration of Gender Differences in Risk Attitudes," IZA Discussion Papers 8184, Institute of Labor Economics (IZA).
    2. Cardak, Buly A. & Wilkins, Roger, 2009. "The determinants of household risky asset holdings: Australian evidence on background risk and other factors," Journal of Banking & Finance, Elsevier, vol. 33(5), pages 850-860, May.
    3. Luigi Guiso & Michael Haliassos & Tullio Jappelli, 2003. "Household stockholding in Europe: where do we stand and where do we go? [‘Limited market participation and volatility of assets prices’]," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 18(36), pages 123-170.
    4. Grossman, Sanford J & Laroque, Guy, 1990. "Asset Pricing and Optimal Portfolio Choice in the Presence of Illiquid Durable Consumption Goods," Econometrica, Econometric Society, vol. 58(1), pages 25-51, January.
    5. van Rooij, Maarten & Lusardi, Annamaria & Alessie, Rob, 2011. "Financial literacy and stock market participation," Journal of Financial Economics, Elsevier, vol. 101(2), pages 449-472, August.
    6. Bertocchi, Graziella & Brunetti, Marianna & Torricelli, Costanza, 2011. "Marriage and other risky assets: A portfolio approach," Journal of Banking & Finance, Elsevier, vol. 35(11), pages 2902-2915, November.
    7. Shum, Pauline & Faig, Miquel, 2006. "What explains household stock holdings?," Journal of Banking & Finance, Elsevier, vol. 30(9), pages 2579-2597, September.
    8. Raj Chetty & Adam Szeidl, 2007. "Consumption Commitments and Risk Preferences," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(2), pages 831-877.
    9. Björn Bartling & Ernst Fehr & Holger Herz, 2014. "The Intrinsic Value of Decision Rights," Econometrica, Econometric Society, vol. 82, pages 2005-2039, November.
    10. Joao F. Cocco, 2005. "Portfolio Choice in the Presence of Housing," The Review of Financial Studies, Society for Financial Studies, vol. 18(2), pages 535-567.
    11. Francesco D’Acunto & Nagpurnanand Prabhala & Alberto G Rossi, 2019. "The Promises and Pitfalls of Robo-Advising," The Review of Financial Studies, Society for Financial Studies, vol. 32(5), pages 1983-2020.
    12. Caterina Lucarelli & Pierpaolo Uberti & Gianni Brighetti, 2015. "Misclassifications in financial risk tolerance," Journal of Risk Research, Taylor & Francis Journals, vol. 18(4), pages 467-482, April.
    13. Bodie, Zvi & Merton, Robert C. & Samuelson, William F., 1992. "Labor supply flexibility and portfolio choice in a life cycle model," Journal of Economic Dynamics and Control, Elsevier, vol. 16(3-4), pages 427-449.
    14. Maarten C.J. van Rooij & Annamaria Lusardi & Rob J.M. Alessie, 2012. "Financial Literacy, Retirement Planning and Household Wealth," Economic Journal, Royal Economic Society, vol. 122(560), pages 449-478, May.
    15. Dimmock, Stephen G. & Kouwenberg, Roy, 2010. "Loss-aversion and household portfolio choice," Journal of Empirical Finance, Elsevier, vol. 17(3), pages 441-459, June.
    16. Conlin, Andrew & Kyröläinen, Petri & Kaakinen, Marika & Järvelin, Marjo-Riitta & Perttunen, Jukka & Svento, Rauli, 2015. "Personality traits and stock market participation," Journal of Empirical Finance, Elsevier, vol. 33(C), pages 34-50.
    17. Iwaisako, Tokuo, 2009. "Household portfolios in Japan," Japan and the World Economy, Elsevier, vol. 21(4), pages 373-382, December.
    18. Jappelli, Tullio & Padula, Mario, 2013. "Investment in financial literacy and saving decisions," Journal of Banking & Finance, Elsevier, vol. 37(8), pages 2779-2792.
    19. Berkeley J. Dietvorst & Joseph P. Simmons & Cade Massey, 2018. "Overcoming Algorithm Aversion: People Will Use Imperfect Algorithms If They Can (Even Slightly) Modify Them," Management Science, INFORMS, vol. 64(3), pages 1155-1170, March.
    20. repec:ecj:econjl:v:122:y:2012:i::p:449-478 is not listed on IDEAS
    21. David A. Love, 2010. "The Effects of Marital Status and Children on Savings and Portfolio Choice," The Review of Financial Studies, Society for Financial Studies, vol. 23(1), pages 385-432, January.
    22. Antonio Filippin & Paolo Crosetto, 2016. "A Reconsideration of Gender Differences in Risk Attitudes," Management Science, INFORMS, vol. 62(11), pages 3138-3160, November.
    23. Merton, Robert C, 1969. "Lifetime Portfolio Selection under Uncertainty: The Continuous-Time Case," The Review of Economics and Statistics, MIT Press, vol. 51(3), pages 247-257, August.
    24. Julie Agnew & Pierluigi Balduzzi & Annika Sundén, 2003. "Portfolio Choice and Trading in a Large 401(k) Plan," American Economic Review, American Economic Association, vol. 93(1), pages 193-215, March.
    25. Shefrin, Hersh & Statman, Meir, 2000. "Behavioral Portfolio Theory," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 35(2), pages 127-151, June.
    26. Ibrahim Filiz & Jan René Judek & Marco Lorenz & Markus Spiwoks, 2022. "Algorithm Aversion as an Obstacle in the Establishment of Robo Advisors," JRFM, MDPI, vol. 15(8), pages 1-25, August.
    27. Nicholas Barberis, 2000. "Investing for the Long Run when Returns Are Predictable," Journal of Finance, American Finance Association, vol. 55(1), pages 225-264, February.
    28. Rui Yao, 2005. "Optimal Consumption and Portfolio Choices with Risky Housing and Borrowing Constraints," The Review of Financial Studies, Society for Financial Studies, vol. 18(1), pages 197-239.
    29. Bakshi, Gurdip S & Chen, Zhiwu, 1994. "Baby Boom, Population Aging, and Capital Markets," The Journal of Business, University of Chicago Press, vol. 67(2), pages 165-202, April.
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