Just Starting Out: Learning and Equilibrium in a New Market
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- Ulrich Doraszelski & Gregory Lewis & Ariel Pakes, 2018. "Just Starting Out: Learning and Equilibrium in a New Market," American Economic Review, American Economic Association, vol. 108(3), pages 565-615, March.
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- Dan Bernhardt & Bart Taub, 2015. "Learning about common and private values in oligopoly," RAND Journal of Economics, RAND Corporation, vol. 46(1), pages 66-85, March.
- Ernst Fehr & Jean-Robert Tyran, 2008.
"Limited Rationality and Strategic Interaction: The Impact of the Strategic Environment on Nominal Inertia,"
Econometrica, Econometric Society, vol. 76(2), pages 353-394, March.
- Ernst Fehr & Jean-Robert Tyran, "undated". "Limited Rationality and Strategic Interaction, The Impact of the Strategic Environment on Nominal Inertia," IEW - Working Papers 130, Institute for Empirical Research in Economics - University of Zurich.
- Jean-Robert Tyran & Ernst Fehr, 2002. "Limited Rationality and Strategic Interaction - The Impact of the Strategic Environment on Nominal Inertia," University of St. Gallen Department of Economics working paper series 2002 2002-25, Department of Economics, University of St. Gallen.
- Ernst Fehr & Jean-Robert Tyran, 2004. "Limited Rationality and Strategic Interaction - The Impact of the Strategic Environment on Nominal Inertia," Levine's Bibliography 122247000000000092, UCLA Department of Economics.
- Ernst Fehr & Jean-Robert Tyran, 2007. "Limited Rationality And Strategic Interaction: The Impact Of The Strategic Environment On Nominal Inertia," CAMA Working Papers 2007-26, Centre for Applied Macroeconomic Analysis, Crawford School of Public Policy, The Australian National University.
- Julian Kozlowski & Laura Veldkamp & Venky Venkateswaran, 2015.
"The Tail that Wags the Economy: Belief-Driven Business Cycles and Persistent Stagnation,"
Working Papers
15-10, New York University, Leonard N. Stern School of Business, Department of Economics.
- Venky Venkateswaran & Laura Veldkamp & Julian Kozlowski, 2016. "The Tail that Wags the Economy: Belief-Driven Business Cycles and Persistent Stagnation," 2016 Meeting Papers 245, Society for Economic Dynamics.
- Venky Venkateswaran & Laura Veldkamp & Julian Kozlowski, 2015. "The Tail that Wags the Economy: Belief-Driven Business Cycles and Persistent Stagnation," 2015 Meeting Papers 800, Society for Economic Dynamics.
- Lee, Robin S. & Pakes, Ariel, 2009. "Multiple equilibria and selection by learning in an applied setting," Economics Letters, Elsevier, vol. 104(1), pages 13-16, July.
- Herbert A. Simon, 1955. "A Behavioral Model of Rational Choice," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 69(1), pages 99-118.
- Julian Kozlowski & Laura Veldkamp & Venky Venkateswaran, 2020.
"The Tail That Wags the Economy: Beliefs and Persistent Stagnation,"
Journal of Political Economy, University of Chicago Press, vol. 128(8), pages 2839-2879.
- Julian Kozlowski & Laura Veldkamp & Venky Venkateswaran, 2015. "The Tail that Wags the Economy: Beliefs and Persistent Stagnation," NBER Working Papers 21719, National Bureau of Economic Research, Inc.
- Julian Kozlowski & Laura Veldkamp & Venky Venkateswaran, 2019. "The Tail that Wags the Economy: Beliefs and Persistent Stagnation," Working Papers 2019-6, Federal Reserve Bank of St. Louis.
- Veldkamp, Laura & Venkateswaran, Venky, 2018. "The Tail that Wags the Economy: Beliefs and Persistent Stagnation," CEPR Discussion Papers 11352, C.E.P.R. Discussion Papers.
- Michael H. Riordan, 1985. "Imperfect Information and Dynamic Conjectural Variations," RAND Journal of Economics, The RAND Corporation, vol. 16(1), pages 41-50, Spring.
- Mirman, Leonard J & Samuelson, Larry & Urbano, Amparo, 1993.
"Duopoly Signal Jamming,"
Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 3(1), pages 129-149, January.
- Mirman, L.J. & Samuelson, L. & Urbano, A., 1989. "Duopoly Signal Jamming," Papers 8-89-8, Pennsylvania State - Department of Economics.
- Mirman, L.J. & Samuelson, L. & Urbano, A., 1992. "Duopoly Signal Jamming," Working papers 9206, Wisconsin Madison - Social Systems.
- Sergiu Hart & Andreu Mas-Colell, 2013.
"A Simple Adaptive Procedure Leading To Correlated Equilibrium,"
World Scientific Book Chapters, in: Simple Adaptive Strategies From Regret-Matching to Uncoupled Dynamics, chapter 2, pages 17-46,
World Scientific Publishing Co. Pte. Ltd..
- Sergiu Hart & Andreu Mas-Colell, 2000. "A Simple Adaptive Procedure Leading to Correlated Equilibrium," Econometrica, Econometric Society, vol. 68(5), pages 1127-1150, September.
- Sergiu Hart & Andreu Mas-Colell, 1996. "A simple adaptive procedure leading to correlated equilibrium," Economics Working Papers 200, Department of Economics and Business, Universitat Pompeu Fabra, revised Dec 1996.
- Sergiu Hart & Andreu Mas-Colell, 1997. "A Simple Adaptive Procedure Leading to Correlated Equilibrium," Game Theory and Information 9703006, University Library of Munich, Germany, revised 25 Nov 1997.
- S. Hart & A. Mas-Collel, 2010. "A Simple Adaptive Procedure Leading to Correlated Equilibrium," Levine's Working Paper Archive 572, David K. Levine.
- Akerlof, George A & Yellen, Janet L, 1985. "Can Small Deviations from Rationality Make Significant Differences to Economic Equilibria?," American Economic Review, American Economic Association, vol. 75(4), pages 708-720, September.
- Borgers, Tilman & Sarin, Rajiv, 1997.
"Learning Through Reinforcement and Replicator Dynamics,"
Journal of Economic Theory, Elsevier, vol. 77(1), pages 1-14, November.
- Tilman Börgers & Rajiv Sarin, "undated". "Learning Through Reinforcement and Replicator Dynamics," ELSE working papers 051, ESRC Centre on Economics Learning and Social Evolution.
- T. Borgers & R. Sarin, 2010. "Learning Through Reinforcement and Replicator Dynamics," Levine's Working Paper Archive 380, David K. Levine.
- Andrew Sweeting, 2007.
"Market Power In The England And Wales Wholesale Electricity Market 1995-2000,"
Economic Journal, Royal Economic Society, vol. 117(520), pages 654-685, April.
- Sweeting, A., 2004. "Market Power in the England and Wales Wholesale Electricity Market 1995-2000," Cambridge Working Papers in Economics 0455, Faculty of Economics, University of Cambridge.
- C. Lanier Benkard, 2000. "Learning and Forgetting: The Dynamics of Aircraft Production," American Economic Review, American Economic Association, vol. 90(4), pages 1034-1054, September.
- Heckman, James, 2013.
"Sample selection bias as a specification error,"
Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 31(3), pages 129-137.
- Heckman, James J, 1979. "Sample Selection Bias as a Specification Error," Econometrica, Econometric Society, vol. 47(1), pages 153-161, January.
- Fudenberg Drew & Kreps David M., 1993.
"Learning Mixed Equilibria,"
Games and Economic Behavior, Elsevier, vol. 5(3), pages 320-367, July.
- Fudenberg, D. & Kreps, D.M., 1992. "Learning Mixed Equilibria," Working papers 92-13, Massachusetts Institute of Technology (MIT), Department of Economics.
- Drew Fudenberg & David Kreps, 2010. "Learning Mixed Equilibria," Levine's Working Paper Archive 415, David K. Levine.
- 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 848-881, September.
- Godfrey Keller & Sven Rady & Martin Cripps, 2005.
"Strategic Experimentation with Exponential Bandits,"
Econometrica, Econometric Society, vol. 73(1), pages 39-68, January.
- Godfrey Keller & Martin Cripps & Olin School of Business & Washington University & Sven Rady & Department of Economics & University of Munich, 2003. "Strategic Experimentation with Exponential Bandits," Economics Series Working Papers 143, University of Oxford, Department of Economics.
- Cripps, Martin & Keller, Godfrey & Rady, Sven, 2003. "Strategic Experimentation with Exponential Bandits," Discussion Papers in Economics 4, University of Munich, Department of Economics.
- Rady, Sven & Cripps, Martin William & Keller, R Godfrey, 2003. "Strategic Experimentation with Exponential Bandits," CEPR Discussion Papers 3814, C.E.P.R. Discussion Papers.
- Pakes, Ariel & Pollard, David, 1989. "Simulation and the Asymptotics of Optimization Estimators," Econometrica, Econometric Society, vol. 57(5), pages 1027-1057, September.
- Timothy G. Conley & Christopher R. Udry, 2010.
"Learning about a New Technology: Pineapple in Ghana,"
American Economic Review, American Economic Association, vol. 100(1), pages 35-69, March.
- Timothy G. Conley & Christopher R. Udry, 2005. "Learning about a new technology: pineapple in Ghana," Proceedings, Federal Reserve Bank of San Francisco.
- Conley, Timothy G. & Udry, Christopher R., 2000. "Learning About a New Technology: Pineapple In Ghana," Center Discussion Papers 28400, Yale University, Economic Growth Center.
- Conley, T.G. & Udry, C.R., 2000. "Learning about a New Technology: Pineapple in Ghana," Papers 817, Yale - Economic Growth Center.
- Timothy G. Conley & Christopher R. Udry, 2000. "Learning About a New Technology: Pineapple in Ghana," Working Papers 817, Economic Growth Center, Yale University, revised May 2004.
- Easley, David & Kiefer, Nicholas M, 1988. "Controlling a Stochastic Process with Unknown Parameters," Econometrica, Econometric Society, vol. 56(5), pages 1045-1064, September.
- Tülin Erdem & Michael P. Keane, 1996. "Decision-Making Under Uncertainty: Capturing Dynamic Brand Choice Processes in Turbulent Consumer Goods Markets," Marketing Science, INFORMS, vol. 15(1), pages 1-20.
- Severin Borenstein & James B. Bushnell & Frank A. Wolak, 2002. "Measuring Market Inefficiencies in California's Restructured Wholesale Electricity Market," American Economic Review, American Economic Association, vol. 92(5), pages 1376-1405, December.
- Rothschild, Michael, 1974. "A two-armed bandit theory of market pricing," Journal of Economic Theory, Elsevier, vol. 9(2), pages 185-202, October.
- Colin Camerer & Teck-Hua Ho, 1999. "Experience-weighted Attraction Learning in Normal Form Games," Econometrica, Econometric Society, vol. 67(4), pages 827-874, July.
- Joskow, Paul L & Schmalensee, Richard & Bailey, Elizabeth M, 1998. "The Market for Sulfur Dioxide Emissions," American Economic Review, American Economic Association, vol. 88(4), pages 669-685, September.
- Timothy C. Salmon, 2001. "An Evaluation of Econometric Models of Adaptive Learning," Econometrica, Econometric Society, vol. 69(6), pages 1597-1628, November.
- Daniel A. Ackerberg, 2003. "Advertising, learning, and consumer choice in experience good markets: an empirical examination," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 44(3), pages 1007-1040, August.
- Sims, Christopher A., 2003. "Implications of rational inattention," Journal of Monetary Economics, Elsevier, vol. 50(3), pages 665-690, April.
- Chaim Fershtman & Ariel Pakes, 2012. "Dynamic Games with Asymmetric Information: A Framework for Empirical Work," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 127(4), pages 1611-1661.
- Sargent, Thomas J., 1993. "Bounded Rationality in Macroeconomics: The Arne Ryde Memorial Lectures," OUP Catalogue, Oxford University Press, number 9780198288695.
- Nickell, Stephen J, 1981. "Biases in Dynamic Models with Fixed Effects," Econometrica, Econometric Society, vol. 49(6), pages 1417-1426, November.
- Camerer, Colin F. & Ho, Teck-Hua & Chong, Juin-Kuan, 2002. "Sophisticated Experience-Weighted Attraction Learning and Strategic Teaching in Repeated Games," Journal of Economic Theory, Elsevier, vol. 104(1), pages 137-188, May.
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More about this item
JEL classification:
- D02 - Microeconomics - - General - - - Institutions: Design, Formation, Operations, and Impact
- D22 - Microeconomics - - Production and Organizations - - - Firm Behavior: Empirical Analysis
- D83 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Search; Learning; Information and Knowledge; Communication; Belief; Unawareness
- L10 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance - - - General
- L51 - Industrial Organization - - Regulation and Industrial Policy - - - Economics of Regulation
NEP fields
This paper has been announced in the following NEP Reports:- NEP-ENE-2016-03-23 (Energy Economics)
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