Reinforcement Learning and Savings Behavior
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- James J. Choi & David Laibson & Brigitte C. Madrian & Andrew Metrick, 2009. "Reinforcement Learning and Savings Behavior," Journal of Finance, American Finance Association, vol. 64(6), pages 2515-2534, December.
- Metrick, Andrew & Laibson, David I. & Choi, James J. & Madrian, Brigitte, 2009. "Reinforcement Learning and Savings Behavior," Scholarly Articles 4686777, Harvard University Department of Economics.
References listed on IDEAS
- Richard H. Thaler & Shlomo Benartzi, 2004. "Save More Tomorrow (TM): Using Behavioral Economics to Increase Employee Saving," Journal of Political Economy, University of Chicago Press, vol. 112(S1), pages 164-187, February.
- James J. Choi & David Laibson & Brigitte C. Madrian & Andrew Metrick, 2004.
"For Better or for Worse: Default Effects and 401(k) Savings Behavior,"
NBER Chapters,in: Perspectives on the Economics of Aging, pages 81-126
National Bureau of Economic Research, Inc.
- James J. Choi & David Laibson & Brigitte C. Madrian & Andrew Metrick, 2001. "For Better or For Worse: Default Effects and 401(k) Savings Behavior," NBER Working Papers 8651, National Bureau of Economic Research, Inc.
- James J. Choi & David Laibson & Brigitte C. Madrian & Andrew Metrick, 2002. "For Better or For Worse: Default Effects and 401(k) Savings Behavior," JCPR Working Papers 256, Northwestern University/University of Chicago Joint Center for Poverty Research.
- Zoran Ivkovich & Scott Weisbenner, 2007. "Information Diffusion Effects in Individual Investors' Common Stock Purchases Covet Thy Neighbors' Investment Choices," NBER Working Papers 13201, National Bureau of Economic Research, Inc.
- Roth, Alvin E. & Erev, Ido, 1995. "Learning in extensive-form games: Experimental data and simple dynamic models in the intermediate term," Games and Economic Behavior, Elsevier, vol. 8(1), pages 164-212.
- Zoran Ivkovi & Scott Weisbenner, 2007. "Information Diffusion Effects in Individual Investors' Common Stock Purchases: Covet Thy Neighbors' Investment Choices," Review of Financial Studies, Society for Financial Studies, vol. 20(4), pages 1327-1357.
- 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,
Oxford University Press, vol. 118(3), pages 815-842.
- 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.
- Esther Duflo & 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.
- James J. Choi & David Laibson & Brigitte C. Madrian, 2010.
"Why Does the Law of One Price Fail? An Experiment on Index Mutual Funds,"
Review of Financial Studies,
Society for Financial Studies, vol. 23(4), pages 1405-1432, April.
- James J. Choi & David Laibson & Brigitte C. Madrian, 2006. "Why Does the Law of One Price Fail? An Experiment on Index Mutual Funds," NBER Working Papers 12261, National Bureau of Economic Research, Inc.
- Choi, James & Madrian, Brigitte & Laibson, David I., 2010. "Why Does the Law of One Price Fail? An Experiment on Index Mutual Funds," Scholarly Articles 4686775, Harvard University Department of Economics.
- James Choi & David Laibson & Brigitte Madrian, 2008. "Why Does the Law of One Price Fail? An Experiment on Index Mutual Funds," Yale School of Management Working Papers amz2369, Yale School of Management, revised 05 May 2008.
- James J Choi & David Laibson & Brigitte C Madrian, 2008. "Why Does the Law of One Price Fail? An Experiment on Index Mutual Funds," Levine's Working Paper Archive 122247000000002014, David K. Levine.
- Wise, David A. (ed.), 2004. "Perspectives on the Economics of Aging," National Bureau of Economic Research Books, University of Chicago Press, edition 1, number 9780226903057, May.
- Terrance Odean, 1998.
"Are Investors Reluctant to Realize Their Losses?,"
Journal of Finance,
American Finance Association, vol. 53(5), pages 1775-1798, October.
- Terrance Odean., 1996. "Are Investors Reluctant to Realize Their Losses?," Research Program in Finance Working Papers RPF-269, University of California at Berkeley.
- Gary Charness & Dan Levin, 2005.
"When Optimal Choices Feel Wrong: A Laboratory Study of Bayesian Updating, Complexity, and Affect,"
American Economic Review,
American Economic Association, vol. 95(4), pages 1300-1309, September.
- Charness, Gary & Levin, Dan, 2003. "When Optimal Choices Feel Wrong: A Laboratory Study of Bayesian Updating, Complexity, and Affect," University of California at Santa Barbara, Economics Working Paper Series qt7g63k28w, Department of Economics, UC Santa Barbara.
- Ulrike Malmendier & Stefan Nagel, 2011.
"Depression Babies: Do Macroeconomic Experiences Affect Risk Taking?,"
The Quarterly Journal of Economics,
Oxford University Press, vol. 126(1), pages 373-416.
- Ulrike Malmendier & Stefan Nagel, 2009. "Depression Babies: Do Macroeconomic Experiences Affect Risk-Taking?," NBER Working Papers 14813, National Bureau of Economic Research, Inc.
- James J. Choi & David Laibson & Brigitte C. Madrian & Andrew Metrick, 2002. "Defined Contribution Pensions: Plan Rules, Participant Choices, and the Path of Least Resistance," NBER Chapters,in: Tax Policy and the Economy, Volume 16, pages 67-114 National Bureau of Economic Research, Inc.
- Constantinides, George M., 1984.
"Optimal stock trading with personal taxes : Implications for prices and the abnormal January returns,"
Journal of Financial Economics,
Elsevier, vol. 13(1), pages 65-89, March.
- 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.
- Kahneman, Daniel & Tversky, Amos, 1979.
"Prospect Theory: An Analysis of Decision under Risk,"
Econometrica,
Econometric Society, vol. 47(2), pages 263-291, March.
- Amos Tversky & Daniel Kahneman, 1979. "Prospect Theory: An Analysis of Decision under Risk," Levine's Working Paper Archive 7656, David K. Levine.
- Shefrin, Hersh & Statman, Meir, 1985. " The Disposition to Sell Winners Too Early and Ride Losers Too Long: Theory and Evidence," Journal of Finance, American Finance Association, vol. 40(3), pages 777-790, July.
- Laurent E. Calvet & John Y. Campbell & Paolo Sodini, 2009.
"Fight or Flight? Portfolio Rebalancing by Individual Investors,"
The Quarterly Journal of Economics,
Oxford University Press, vol. 124(1), pages 301-348.
- 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.
- Campbell, John & Calvert, Lauren E. & Sodini, Paolo, 2009. "Fight or Flight? Portfolio Rebalancing by Individual Investors," Scholarly Articles 2617031, Harvard University Department of Economics.
- J. Y. Campbell & P. Sodini & Laurent-Emmanuel Calvet, 2009. "Fight or Flight ? Portfolio Rebalancing by Individual Investors," Post-Print hal-00495693, HAL.
- Laurent-Emmanuel Calvet & Paolo Sodini & John Y. Campbell, 2009. "Fight Or Flight? Portfolio Rebalancing by Individual Investors," Post-Print hal-00459683, HAL.
- Markku Kaustia & Samuli Knüpfer, 2008. "Do Investors Overweight Personal Experience? Evidence from IPO Subscriptions," Journal of Finance, American Finance Association, vol. 63(6), pages 2679-2702, December.
- James J. Choi & David Laibson & Brigitte C. Madrian, 2011.
"$100 Bills on the Sidewalk: Suboptimal Investment in 401(k) Plans,"
The Review of Economics and Statistics,
MIT Press, vol. 93(3), pages 748-763, August.
- James J. Choi & David Laibson & Brigitte C. Madrian, 2005. "$100 Bills on the Sidewalk: Suboptimal Investment in 401(k) Plans," NBER Working Papers 11554, National Bureau of Economic Research, Inc.
- James Choi & David Laibson & Brigitte Madrian, 2008. "$100 Bills on the Sidewalk: Suboptimal Investment in 401(K) Plans," Yale School of Management Working Papers amz2519, Yale School of Management, revised 01 Jul 2009.
- Harrison Hong & Jeffrey D. Kubik & Jeremy C. Stein, 2004.
"Social Interaction and Stock-Market Participation,"
Journal of Finance,
American Finance Association, vol. 59(1), pages 137-163, February.
- Harrison Hong & Jeffrey D. Kubik & Jeremy C. Stein, 2001. "Social Interaction and Stock-Market Participation," NBER Working Papers 8358, National Bureau of Economic Research, Inc.
- Gur Huberman & Sheena Iyengar & Wei Jiang, 2007. "Defined Contribution Pension Plans: Determinants of Participation and Contributions Rates," Journal of Financial Services Research, Springer;Western Finance Association, vol. 31(1), pages 1-32, February.
- 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.
- Shlomo Benartzi & Richard Thaler, 2004. "Save more tomorrow: Using behavioral economics to increase employee saving," Natural Field Experiments 00337, The Field Experiments Website.
- 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.
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