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Stability of Sunspot Equilibria under Adaptive Learning with Imperfect Information

Author

Listed:
  • Bruce McGough

    (Department of Economics University of Oregon)

  • Ryuichi Nakagawa

    (Faculty of Economics Kansai University)

Abstract

This paper investigates whether sunspot equilibria are stable under agents’ adaptive learning with imperfect information sets of exogenous variables. Each exogenous variable is observable for a part of agents and unobservable from others so that agents’ forecasting models are heterogeneously misspecified. The paper finds that stability conditions of sunspot equilibria are relaxed or unchanged by imperfect information. In a basic New Keynesian model with highly imperfect information, sunspot equilibria are stable if and only if nominal interest rate rules violate the Taylor principle. This result is contrast to the literature in which sunspot equilibria are stable only if policy rules follow the principle, and is consistent with the observations during past business cycles fluctuations.

Suggested Citation

  • Bruce McGough & Ryuichi Nakagawa, 2019. "Stability of Sunspot Equilibria under Adaptive Learning with Imperfect Information," Working Papers on Central Bank Communication 005, University of Tokyo, Graduate School of Economics.
  • Handle: RePEc:upd:utmpwp:005
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    References listed on IDEAS

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    1. Muto, Ichiro, 2011. "Monetary policy and learning from the central bank's forecast," Journal of Economic Dynamics and Control, Elsevier, vol. 35(1), pages 52-66, January.
    2. Benhabib Jess & Farmer Roger E. A., 1994. "Indeterminacy and Increasing Returns," Journal of Economic Theory, Elsevier, vol. 63(1), pages 19-41, June.
    3. Richard Clarida & Jordi Galí & Mark Gertler, 2000. "Monetary Policy Rules and Macroeconomic Stability: Evidence and Some Theory," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 115(1), pages 147-180.
    4. Bullard, James & Mitra, Kaushik, 2002. "Learning about monetary policy rules," Journal of Monetary Economics, Elsevier, vol. 49(6), pages 1105-1129, September.
    5. Thomas A. Lubik & Frank Schorfheide, 2004. "Testing for Indeterminacy: An Application to U.S. Monetary Policy," American Economic Review, American Economic Association, vol. 94(1), pages 190-217, March.
    6. Alessandro Riboni & Francisco J. Ruge-Murcia, 2008. "Preference Heterogeneity in Monetary Policy Committees," International Journal of Central Banking, International Journal of Central Banking, vol. 4(1), pages 213-233, March.
    7. Nakagawa, Ryuichi, 2015. "Learnability of an equilibrium with private information," Journal of Economic Dynamics and Control, Elsevier, vol. 59(C), pages 58-74.
    8. Duffy, John & Xiao, Wei, 2007. "Instability of sunspot equilibria in real business cycle models under adaptive learning," Journal of Monetary Economics, Elsevier, vol. 54(3), pages 879-903, April.
    9. Woodford, Michael, 1990. "Learning to Believe in Sunspots," Econometrica, Econometric Society, vol. 58(2), pages 277-307, March.
    10. repec:dau:papers:123456789/7717 is not listed on IDEAS
    11. Bennett T. McCallum & Edward Nelson, 1999. "Performance of Operational Policy Rules in an Estimated Semiclassical Structural Model," NBER Chapters, in: Monetary Policy Rules, pages 15-56, National Bureau of Economic Research, Inc.
    12. Carlos Madeira & Basit Zafar, 2015. "Heterogeneous Inflation Expectations and Learning," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 47(5), pages 867-896, August.
    13. Domenico Giannone & Lucrezia Reichlin, 2006. "Does information help recovering structural shocks from past observations?," Journal of the European Economic Association, MIT Press, vol. 4(2-3), pages 455-465, 04-05.
    14. Ji, Yangyang & Xiao, Wei, 2018. "Instability Of Sunspot Equilibria In Real Business Cycle Models Under Infinite Horizon Learning," Macroeconomic Dynamics, Cambridge University Press, vol. 22(8), pages 1978-2006, December.
    15. Mark Gertler & Nobuhiro Kiyotaki, 2015. "Banking, Liquidity, and Bank Runs in an Infinite Horizon Economy," American Economic Review, American Economic Association, vol. 105(7), pages 2011-2043, July.
    16. Berardi, Michele, 2009. "Heterogeneous expectations, sunspot equilibria and their fragility," Economics Letters, Elsevier, vol. 105(3), pages 276-279, December.
    17. Ferrero, Giuseppe, 2007. "Monetary policy, learning and the speed of convergence," Journal of Economic Dynamics and Control, Elsevier, vol. 31(9), pages 3006-3041, September.
    18. Seppo Honkapohja & Kaushik Mitra, 2006. "Learning Stability in Economies with Heterogeneous Agents," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 9(2), pages 284-309, April.
    19. Rudebusch, Glenn D., 2002. "Term structure evidence on interest rate smoothing and monetary policy inertia," Journal of Monetary Economics, Elsevier, vol. 49(6), pages 1161-1187, September.
    20. Julio Carrillo & Patrick Fève & Julien Matheron, 2007. "Monetary Policy Inertia or Persistent Shocks: A DSGE Analysis," International Journal of Central Banking, International Journal of Central Banking, vol. 3(2), pages 1-38, June.
    21. Branch, William A. & Evans, George W., 2006. "Intrinsic heterogeneity in expectation formation," Journal of Economic Theory, Elsevier, vol. 127(1), pages 264-295, March.
    22. Klaus Adam, 2003. "Learning and Equilibrium Selection in a Monetary Overlapping Generations Model with Sticky Prices," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 70(4), pages 887-907.
    23. Benhabib, Jess & Dong, Feng & Wang, Pengfei, 2018. "Adverse selection and self-fulfilling business cycles," Journal of Monetary Economics, Elsevier, vol. 94(C), pages 114-130.
    24. Paul Shea, 2013. "Learning by Doing, Short‐sightedness and Indeterminacy," Economic Journal, Royal Economic Society, vol. 123, pages 738-763, June.
    25. Benhabib, Jess & Wang, Pengfei, 2013. "Financial constraints, endogenous markups, and self-fulfilling equilibria," Journal of Monetary Economics, Elsevier, vol. 60(7), pages 789-805.
    26. Guse, Eran A., 2005. "Stability properties for learning with heterogeneous expectations and multiple equilibria," Journal of Economic Dynamics and Control, Elsevier, vol. 29(10), pages 1623-1642, October.
    27. Arnab Bhattacharjee & Sean Holly, 2015. "Influence, Interactions and Heterogeneity: Taking Personalities out of Monetary Policy Decision-making," Manchester School, University of Manchester, vol. 83(2), pages 153-182, March.
    28. Hirose, Yasuo, 2013. "Monetary Policy And Sunspot Fluctuations In The United States And The Euro Area," Macroeconomic Dynamics, Cambridge University Press, vol. 17(1), pages 1-28, January.
    29. Farmer Roger E. A. & Guo Jang-Ting, 1994. "Real Business Cycles and the Animal Spirits Hypothesis," Journal of Economic Theory, Elsevier, vol. 63(1), pages 42-72, June.
    30. Eichengreen, Barry, 1996. "Golden Fetters: The Gold Standard and the Great Depression, 1919-1939," OUP Catalogue, Oxford University Press, number 9780195101133.
    31. Lucas, Robert Jr., 1972. "Expectations and the neutrality of money," Journal of Economic Theory, Elsevier, vol. 4(2), pages 103-124, April.
    32. John B. Taylor, 1999. "Monetary Policy Rules," NBER Books, National Bureau of Economic Research, Inc, number tayl99-1, March.
    33. Stiglitz, Joseph E & Weiss, Andrew, 1981. "Credit Rationing in Markets with Imperfect Information," American Economic Review, American Economic Association, vol. 71(3), pages 393-410, June.
    34. Feve, Patrick & Matheron, Julien & Poilly, Celine, 2007. "Monetary policy dynamics in the Euro area," Economics Letters, Elsevier, vol. 96(1), pages 97-102, July.
    35. McGough, Bruce & Meng, Qinglai & Xue, Jianpo, 2013. "Expectational stability of sunspot equilibria in non-convex economies," Journal of Economic Dynamics and Control, Elsevier, vol. 37(6), pages 1126-1141.
    36. Belaygorod, Anatoliy & Dueker, Michael, 2009. "Indeterminacy, change points and the price puzzle in an estimated DSGE model," Journal of Economic Dynamics and Control, Elsevier, vol. 33(3), pages 624-648, March.
    37. Joseph G. Pearlman & Thomas J. Sargent, 2005. "Knowing the Forecasts of Others," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 8(2), pages 480-497, April.
    38. Townsend, Robert M, 1983. "Forecasting the Forecasts of Others," Journal of Political Economy, University of Chicago Press, vol. 91(4), pages 546-588, August.
    39. Branch William & McGough Bruce, 2004. "Multiple Equilibria in Heterogeneous Expectations Models," The B.E. Journal of Macroeconomics, De Gruyter, vol. 4(1), pages 1-16, December.
    40. Adam, Klaus & Evans, George W. & Honkapohja, Seppo, 2006. "Are hyperinflation paths learnable?," Journal of Economic Dynamics and Control, Elsevier, vol. 30(12), pages 2725-2748, December.
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    More about this item

    Keywords

    Sunspot equilibria; Stability; Adaptive learning; Private information; Heterogeneous beliefs; Taylor principle;
    All these keywords.

    JEL classification:

    • C62 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling - - - Existence and Stability Conditions of Equilibrium
    • D83 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Search; Learning; Information and Knowledge; Communication; Belief; Unawareness
    • E52 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - Monetary Policy

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