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Reinforcement Learning in Investment Behavior

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Author Info
James Choi
David Laibson
Brigitte Madrain
Andrew Metrick

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Abstract

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Paper provided by UCLA Department of Economics in its series Levine's Bibliography with number 122247000000001737.

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Date of creation: 12 Dec 2007
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Handle: RePEc:cla:levrem:122247000000001737

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Web page: http://www.dklevine.com/

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  1. Joshua D. Coval & Tyler Shumway, 2005. "Do Behavioral Biases Affect Prices?," Journal of Finance, American Finance Association, vol. 60(1), pages 1-34, 02. [Downloadable!] (restricted)
  2. Carhart, Mark M, 1997. " On Persistence in Mutual Fund Performance," Journal of Finance, American Finance Association, vol. 52(1), pages 57-82, March. [Downloadable!] (restricted)
  3. Fama, Eugene F. & French, Kenneth R., 1993. "Common risk factors in the returns on stocks and bonds," Journal of Financial Economics, Elsevier, vol. 33(1), pages 3-56, February. [Downloadable!] (restricted)
  4. Nicholas Barberis & Wei Xiong, 2006. "What Drives the Disposition Effect? An Analysis of a Long-Standing Preference-Based Explanation," NBER Working Papers 12397, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
  5. Esther Duflo & Emmanuel Saez, 2003. "The Role of Information and Social Interactions in Retirement Plan Decisions: Evidence from a Randomized Experiment," Natural Field Experiments 0036, The Field Experiments Website. [Downloadable!]
  6. Elton, Edwin J & Gruber, Martin J & Blake, Christopher R, 1996. "The Persistence of Risk-Adjusted Mutual Fund Performance," Journal of Business, University of Chicago Press, vol. 69(2), pages 133-57, April. [Downloadable!] (restricted)
  7. Choi, James J. & Laibson, David & Metrick, Andrew, 2002. "How does the Internet affect trading? Evidence from investor behavior in 401(k) plans," Journal of Financial Economics, Elsevier, vol. 64(3), pages 397-421, June. [Downloadable!] (restricted)
  8. Shlomo Benartzi, 2001. "Excessive Extrapolation and the Allocation of 401(k) Accounts to Company Stock," Journal of Finance, American Finance Association, vol. 56(5), pages 1747-1764, October. [Downloadable!] (restricted)
  9. Lei Feng & Mark Seasholes, 2005. "Do Investor Sophistication and Trading Experience Eliminate Behavioral Biases in Financial Markets?," Review of Finance, Springer, vol. 9(3), pages 305-351, 09. [Downloadable!] (restricted)
  10. Erev, Ido & Roth, Alvin E, 1998. "Predicting How People Play Games: Reinforcement Learning in Experimental Games with Unique, Mixed Strategy Equilibria," American Economic Review, American Economic Association, vol. 88(4), pages 848-81, September. [Downloadable!] (restricted)
  11. Jonathan B. Berk & Richard C. Green, 2004. "Mutual Fund Flows and Performance in Rational Markets," Journal of Political Economy, University of Chicago Press, vol. 112(6), pages 1269-1295, December.
  12. David Genesove & Christopher Mayer, 2001. "Loss Aversion and Seller Behavior: Evidence from the Housing Market," NBER Working Papers 8143, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
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  13. 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. [Downloadable!]
  14. Brown, Stephen J & Goetzmann, William N, 1995. " Performance Persistence," Journal of Finance, American Finance Association, vol. 50(2), pages 679-98, June. [Downloadable!] (restricted)
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  15. George M. Constantinides, 1984. "Optimal Stock Trading with Personal Taxes: Implications for Prices and the Abnormal January Returns," NBER Working Papers 1176, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
    Other versions:
  16. James J. Choi & David Laibson & Brigitte C. Madrian, 2004. "Plan Design and 401(k) Savings Outcomes," NBER Working Papers 10486, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
  17. Laurent E. Calvet & John Y. Campbell & Paolo Sodini, 2008. "Fight or Flight? Portfolio Rebalancing by Individual Investors," NBER Working Papers 14177, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
  18. Esther Duflo & Emmanuel Saez, 2003. "The Role Of Information And Social Interactions In Retirement Plan Decisions: Evidence From A Randomized Experiment," The Quarterly Journal of Economics, MIT Press, vol. 118(3), pages 815-842, August. [Downloadable!] (restricted)
    Other versions:
  19. Andrea Frazzini & Owen A. Lamont, 2005. "Dumb Money: Mutual Fund Flows and the Cross-Section of Stock Returns," NBER Working Papers 11526, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
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  20. James J. Choi & David Laibson & Brigitte Madrian & Andrew Metrick, 2004. "Employees' Investment Decisions about Company Stock," NBER Working Papers 10228, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
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