Social Learning with Coarse Inference
We study social learning by boundedly rational agents. Agents take a decision in sequence, after observing their predecessors and a private signal. They are unable to make perfect inferences from their predecessors' decisions: they only understand the relation between the aggregate distribution of actions and the state of nature, and make their inferences accordingly. We show that, in a discrete action space, even if agents receive signals of unbounded precision, there are asymptotic inefficiencies. In a continuous action space, compared to the rational case, agents overweight early signals. Despite this behavioral bias, eventually agents learn the realized state of the world and choose the correct action. (JEL D82, D83)
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Volume (Year): 5 (2013)
Issue (Month): 1 (February)
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Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
- Ellison, Glenn & Fudenberg, Drew, 1993.
"Rules of Thumb for Social Learning,"
Journal of Political Economy,
University of Chicago Press, vol. 101(4), pages 612-43, August.
- G. Ellison & D. Fudenberg, 2010. "Rules of Thumb for Social Learning," Levine's Working Paper Archive 435, David K. Levine.
- Ellison, Glenn & Fudenberg, Drew, 1992. "Rules of Thumb for Social Learning," IDEI Working Papers 17, Institut d'Économie Industrielle (IDEI), Toulouse.
- Allison, G. & Fudenberg, D., 1992. "Rules of Thumb for Social Learning," Working papers 92-12, Massachusetts Institute of Technology (MIT), Department of Economics.
- Ellison, Glenn & Fudenberg, Drew, 1993. "Rules of Thumb for Social Learning," Scholarly Articles 3196332, Harvard University Department of Economics.
- Zwiebel, Jeffrey H. & Vayanos, Dimitri & DeMarzo, Peter M., 2001.
"Persuasion Bias, Social Influence, and Uni-Dimensional Opinions,"
1719, Stanford University, Graduate School of Business.
- Peter M. Demarzo & Dimitri Vayanos & Jeffrey Zwiebel, 2003. "Persuasion Bias, Social Influence, And Unidimensional Opinions," The Quarterly Journal of Economics, MIT Press, vol. 118(3), pages 909-968, August.
- Peter M. DeMarzo & Dimitri Vayanos & Jeffrey Zwiebel, 2003. "Persuasion bias, social influence, and uni-dimensional opinions," LSE Research Online Documents on Economics 454, London School of Economics and Political Science, LSE Library.
- Philippe Jeniel, 2001.
"Analogy-Based Expectation Equilibrium,"
Economics Working Papers
0003, Institute for Advanced Study, School of Social Science.
- Banerjee, Abhijit V, 1992. "A Simple Model of Herd Behavior," The Quarterly Journal of Economics, MIT Press, vol. 107(3), pages 797-817, August.
- Dorothea K¸bler & Georg Weizs”cker, 2004. "Limited Depth of Reasoning and Failure of Cascade Formation in the Laboratory," Review of Economic Studies, Wiley Blackwell, vol. 71(2), pages 425-441, 04.
- Georg Weizsacker, 2010.
"Do We Follow Others When We Should? A Simple Test of Rational Expectations,"
American Economic Review,
American Economic Association, vol. 100(5), pages 2340-60, December.
- Georg Weizsacker, 2008. "Do we follow others when we should? A simple test of rational expectations," LSE Research Online Documents on Economics 4945, London School of Economics and Political Science, LSE Library.
- Weizsäcker, Georg, 2008. "Do We Follow Others When We Should? A Simple Test of Rational Expectations," IZA Discussion Papers 3616, Institute for the Study of Labor (IZA).
- Philippe Jehiel & Frederic Koessler, 2005.
"Revisiting Games of Incomplete Information with Analogy-Based Expectations,"
THEMA Working Papers
2005-04, THEMA (THéorie Economique, Modélisation et Applications), Université de Cergy-Pontoise.
- Jehiel, Philippe & Koessler, Frédéric, 2008. "Revisiting games of incomplete information with analogy-based expectations," Games and Economic Behavior, Elsevier, vol. 62(2), pages 533-557, March.
- Philippe Jehiel & Frédéric Koessler, 2006. "Revisiting Games of Incomplete Information with Analogy-Based Expectations," Levine's Bibliography 122247000000000252, UCLA Department of Economics.
- Larson, Nathan, 2008. "Inertia in social learning from a summary statistic," MPRA Paper 32143, University Library of Munich, Germany, revised Jul 2011.
- Antonio Guarino & Steffen Huck & Heike Harmgart, 2008. "When half the truth is better than the truth: A Theory of aggregate information cascades," WEF Working Papers 0046, ESRC World Economy and Finance Research Programme, Birkbeck, University of London.
- Ignacio Monzon & Michael Rapp, 2011.
"Observational Learning with Position Uncertainty,"
Carlo Alberto Notebooks
206, Collegio Carlo Alberto.
- Bikhchandani, Sushil & Hirshleifer, David & Welch, Ivo, 1992.
"A Theory of Fads, Fashion, Custom, and Cultural Change in Informational Cascades,"
Journal of Political Economy,
University of Chicago Press, vol. 100(5), pages 992-1026, October.
- Sushil Bikhchandani & David Hirshleifer & Ivo Welch, 2010. "A theory of Fads, Fashion, Custom and cultural change as informational Cascades," Levine's Working Paper Archive 1193, David K. Levine.
- Huck, Steffen & Oechssler, Jorg, 1998.
"Informational cascades with continuous action spaces,"
Elsevier, vol. 60(2), pages 163-166, August.
- Steffen Huck & Joerg Oechssler, 1997. "Informational Cascades with Continuous Action Spaces," Game Theory and Information 9710002, EconWPA.
- Celen, Bogachan & Kariv, Shachar, 2004. "Observational learning under imperfect information," Games and Economic Behavior, Elsevier, vol. 47(1), pages 72-86, April.
- Gale, Douglas, 1996. "What have we learned from social learning?," European Economic Review, Elsevier, vol. 40(3-5), pages 617-628, April.
- Abhijit Banerjee & Drew Fudenberg, 2010.
"Word of Mouth Learning,"
Levine's Working Paper Archive
723, David K. Levine.
- Hirshleifer, David & Teoh, Siew Hong, 2001.
"Herd Behavior and Cascading in Capital Markets: A Review and Synthesis,"
5186, University Library of Munich, Germany.
- David Hirshleifer & Siew Hong Teoh, 2003. "Herd Behaviour and Cascading in Capital Markets: a Review and Synthesis," European Financial Management, European Financial Management Association, vol. 9(1), pages 25-66.
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