Overconfidence by Bayesian Rational Agents
This paper derives two mechanisms through which Bayesian-rational individuals with differing priors will tend to be relatively overconfident about their estimates and predictions, in the sense of overestimating the precision of these estimates. The intuition behind one mechanism is slightly ironic: in trying to update optimally, Bayesian agents overweight information of which they over-estimate the precision and underweight in the opposite case. This causes overall an over-estimation of the precision of the final estimate, which tends to increase as agents get more data.
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- Arnoud W.A. Boot & Radhakrishnan Gopaian & Anjan V. Thakor, 2006.
"Market Liquidity, Investor Participation and Managerial Autonomy: Why do Firms go Private?,"
Tinbergen Institute Discussion Papers
06-011/2, Tinbergen Institute.
- Arnoud W. A. Boot & Radhakrishnan Gopalan & Anjan V. Thakor, 2008. "Market Liquidity, Investor Participation, and Managerial Autonomy: Why Do Firms Go Private?," Journal of Finance, American Finance Association, vol. 63(4), pages 2013-2059, 08.
- Boot, Arnoud W A & Gopalan, Radhakrishnan & Thakor, Anjan, 2006. "Market Liquidity, Investor Participation and Managerial Autonomy: Why Do Firms Go Private?," CEPR Discussion Papers 5510, C.E.P.R. Discussion Papers.
- J. Michael Harrison & David M. Kreps, 1978. "Speculative Investor Behavior in a Stock Market with Heterogeneous Expectations," The Quarterly Journal of Economics, Oxford University Press, vol. 92(2), pages 323-336.
- Michael D. Grubb, 2006.
"Selling to Overconfident Consumers,"
06-018, Stanford Institute for Economic Policy Research.
- Harrison Hong & Jeremy C. Stein, 2007.
"Disagreement and the Stock Market,"
Journal of Economic Perspectives,
American Economic Association, vol. 21(2), pages 109-128, Spring.
- Thomas S. Wallsten & David V. Budescu & Rami Zwick, 1993. "Comparing the Calibration and Coherence of Numerical and Verbal Probability Judgments," Management Science, INFORMS, vol. 39(2), pages 176-190, February.
- Kent Daniel & David Hirshleifer & Avanidhar Subrahmanyam, 1998. "Investor Psychology and Security Market Under- and Overreactions," Journal of Finance, American Finance Association, vol. 53(6), pages 1839-1885, December.
- Daron Acemoglu & Victor Chernozhukov & Muhamet Yildiz, 2006.
"Learning and Disagreement in an Uncertain World,"
NBER Working Papers
12648, National Bureau of Economic Research, Inc.
- Matthew Rabin & Joel L. Schrag, 1999. "First Impressions Matter: A Model of Confirmatory Bias," The Quarterly Journal of Economics, Oxford University Press, vol. 114(1), pages 37-82.
- Jonathan Parker & Markus K Brunnermeier, 2002.
FMG Discussion Papers
dp434, Financial Markets Group.
- Brunnermeier, Markus K & Parker, Jonathan A, 2004. "Optimal Expectation," CEPR Discussion Papers 4656, C.E.P.R. Discussion Papers.
- Markus K. Brunnermeier & Jonathan A. Parker, 2004. "Optimal Expectations," NBER Working Papers 10707, National Bureau of Economic Research, Inc.
- Markus K. Brunnermeier & Jonathan A. Parker, 2002. "Optimal expectations," LSE Research Online Documents on Economics 24954, London School of Economics and Political Science, LSE Library.
- Markus K. Brunnermeier & Jonathan A. Parker, 2002. "Optimal Expectations," Working Papers 146, Princeton University, Woodrow Wilson School of Public and International Affairs, Discussion Papers in Economics.
- Jonathan A. Parker & Markus K. Brunnermeier, 2004. "Optimal Expectations," Econometric Society 2004 North American Winter Meetings 426, Econometric Society.
- Morris, Stephen, 1994. "Trade with Heterogeneous Prior Beliefs and Asymmetric Information," Econometrica, Econometric Society, vol. 62(6), pages 1327-47, November.
- Jose A. Scheinkman & Wei Xiong, 2003. "Overconfidence and Speculative Bubbles," Journal of Political Economy, University of Chicago Press, vol. 111(6), pages 1183-1219, December.
- Shimon Kogan, 2009. "Distinguishing the Effect of Overconfidence from Rational Best-Response on Information Aggregation," Review of Financial Studies, Society for Financial Studies, vol. 22(5), pages 1889-1914, May.
- Robert J. Aumann, 1998. "Common Priors: A Reply to Gul," Econometrica, Econometric Society, vol. 66(4), pages 929-938, July.
- Robert Aumann & Adam Brandenburger, 2014.
"Epistemic Conditions for Nash Equilibrium,"
World Scientific Book Chapters,
in: The Language of Game Theory Putting Epistemics into the Mathematics of Games, chapter 5, pages 113-136
World Scientific Publishing Co. Pte. Ltd..
- Faruk Gul, 1998. "A Comment on Aumann's Bayesian View," Econometrica, Econometric Society, vol. 66(4), pages 923-928, July.
- Morris, Stephen, 1995. "The Common Prior Assumption in Economic Theory," Economics and Philosophy, Cambridge University Press, vol. 11(02), pages 227-253, October.
- Kent D. Daniel, 2001. "Overconfidence, Arbitrage, and Equilibrium Asset Pricing," Journal of Finance, American Finance Association, vol. 56(3), pages 921-965, 06.
- John Geanakoplos, 2009. "The Leverage Cycle," Cowles Foundation Discussion Papers 1715, Cowles Foundation for Research in Economics, Yale University.
- K. J. Arrow, 1964. "The Role of Securities in the Optimal Allocation of Risk-bearing," Review of Economic Studies, Oxford University Press, vol. 31(2), pages 91-96.
- Eric Van den Steen, 2004. "Rational Overoptimism (and Other Biases)," American Economic Review, American Economic Association, vol. 94(4), pages 1141-1151, September.
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