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Learning To Forecast And Cyclical Behavior Of Output And Inflation

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Author Info
ADAM, KLAUS

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Abstract

This paper considers a sticky price model with a cash-in-advance constraint where agents forecast inflation rates with the help of econometric models. Agents use least-squares learning to estimate two competing models of which one is consistent with rational expectations once learning is complete. When past performance governs the choice of forecast model, agents may prefer to use the inconsistent forecast model, which generates an equilibrium where forecasts are only constrained rational. Output and inflation then display persistence, inflation responds sluggishly to nominal disturbances, and the dynamic correlations of output and inflation match U.S. data surprisingly well. The rational expectations equilibrium instead has great difficulty in matching any of these features.

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File URL: http://journals.cambridge.org/abstract_S1365100505040101
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Publisher Info
Article provided by Cambridge University Press in its journal Macroeconomic Dynamics.

Volume (Year): 9 (2005)
Issue (Month): 01 (February)
Pages: 1-27
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Handle: RePEc:cup:macdyn:v:9:y:2005:i:01:p:1-27_04

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  1. Fabio Milani, 2007. "Political Business Cycles in the New Keynesian Model," Working Papers 070805, University of California-Irvine, Department of Economics. [Downloadable!]
  2. Fabio Milani, 2009. "The Effect of Global Output on U.S. Inflation and Inflation Expectations: A Structural Estimation," Working Papers 080920, University of California-Irvine, Department of Economics. [Downloadable!]
  3. Fabio Milani, 2008. "Learning about the Interdependence between the Macroeconomy and the Stock Market," Working Papers 070819, University of California-Irvine, Department of Economics. [Downloadable!]
  4. Eran Guse, 2007. "Learning in a Misspecified Multivariate Self-Referential Linear Stochastic Model," Money Macro and Finance (MMF) Research Group Conference 2006 71, Money Macro and Finance Research Group. [Downloadable!]
    Other versions:
  5. Wiliam Branch & George W. Evans, 2005. "Model Uncertainty and Endogenous Volatility," University of Oregon Economics Department Working Papers 2005-21, University of Oregon Economics Department, revised 26 Oct 2006. [Downloadable!]
    Other versions:
  6. Fabio Milani, 2009. "Expectations, Learning, and the Changing Relationship between Oil Prices and the Macroeconomy," Working Papers 080923, University of California-Irvine, Department of Economics. [Downloadable!]
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This page was last updated on 2009-11-28.


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