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Reinforcement Learning in Investment Behavior

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  • James Choi
  • David Laibson
  • Brigitte Madrain
  • Andrew Metrick

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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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  1. 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.
  2. Goetzmann, W.N. & Ibbotson, R.G., 1990. "Do Winners Repeat? Patterns in Mutual Fund Behavior," Papers fb-_91-04, Columbia - Graduate School of Business.
  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.
  4. David Genesove & Christopher Mayer, 2001. "Loss Aversion And Seller Behavior: Evidence From The Housing Market," The Quarterly Journal of Economics, MIT Press, vol. 116(4), pages 1233-1260, November.
  5. 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.
  6. Esther Duflo & Emmanuel Saez, 2002. "The Role of Information and Social Interactions in Retirement Plan Decisions: Evidence from a Randomized Experiment," NBER Working Papers 8885, National Bureau of Economic Research, Inc.
  7. 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.
  8. 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.
  9. 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.
  10. 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.
  11. Brown, Stephen J & Goetzmann, William N, 1995. " Performance Persistence," Journal of Finance, American Finance Association, vol. 50(2), pages 679-98, June.
  12. Campbell, John & Calvert, Lauren E. & Sodini, Paolo, 2009. "Fight or Flight? Portfolio Rebalancing by Individual Investors," Scholarly Articles 2617031, Harvard University Department of Economics.
  13. 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.
  14. Joshua D. Coval & Tyler Shumway, 2005. "Do Behavioral Biases Affect Prices?," Journal of Finance, American Finance Association, vol. 60(1), pages 1-34, 02.
  15. 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.
  16. Carhart, Mark M, 1997. " On Persistence in Mutual Fund Performance," Journal of Finance, American Finance Association, vol. 52(1), pages 57-82, March.
  17. 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.
  18. Elton, Edwin J & Gruber, Martin J & Blake, Christopher R, 1996. "The Persistence of Risk-Adjusted Mutual Fund Performance," The Journal of Business, University of Chicago Press, vol. 69(2), pages 133-57, April.
  19. 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.
  20. George M. Constantinides, 1983. "Optimal Stock Trading with Personal Taxes: Implications for Prices and the Abnormal January Returns," NBER Working Papers 1176, National Bureau of Economic Research, Inc.
  21. Esther Dufluo & Emmanuel Saez, 2003. "The role of information and social interactions in retirement plan decisions: Evidence from a randomized experiment," Framed Field Experiments 00141, The Field Experiments Website.
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