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Dynamic predictor selection in a new Keynesian model with heterogeneous expectations

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  • Branch, William A.
  • McGough, Bruce

Abstract

This paper introduces dynamic predictor selection into a New Keynesian model with heterogeneous expectations and examines its implications for monetary policy. We extend Branch and McGough (2009) by incorporating endogenous time-varying predictor proportions along the lines of Brock and Hommes (1997). We find that periodic orbits and complex dynamics may arise even if the model under rational expectations has a unique stationary solution. The qualitative nature of the non-linear dynamics turns on the interaction between hawkishness of the government's policy and the extrapolative behavior of non-rational agents.

Suggested Citation

  • Branch, William A. & McGough, Bruce, 2010. "Dynamic predictor selection in a new Keynesian model with heterogeneous expectations," Journal of Economic Dynamics and Control, Elsevier, vol. 34(8), pages 1492-1508, August.
  • Handle: RePEc:eee:dyncon:v:34:y:2010:i:8:p:1492-1508
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    References listed on IDEAS

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    Cited by:

    1. Christopher G. Gibbs, 2017. "Forecast combination, non-linear dynamics, and the macroeconomy," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 63(3), pages 653-686, March.
    2. Pecora, Nicolò & Spelta, Alessandro, 2017. "Managing monetary policy in a New Keynesian model with many beliefs types," Economics Letters, Elsevier, vol. 150(C), pages 53-58.
    3. Franke, Reiner, 2013. "Competitive Moment Matching of a New-Keynesian and an Old-Keynesian Model," Annual Conference 2013 (Duesseldorf): Competition Policy and Regulation in a Global Economic Order 79988, Verein für Socialpolitik / German Economic Association.
    4. Heemeijer Peter & Hommes Cars & Sonnemans Joep & Tuinstra Jan, 2012. "An Experimental Study on Expectations and Learning in Overlapping Generations Models," Studies in Nonlinear Dynamics & Econometrics, De Gruyter, vol. 16(4), pages 1-49, October.
    5. Emanuel Gasteiger, 2013. "Do heterogeneous expectations constitute a challenge for policy interaction?," Working Papers Series 2 13-02, ISCTE-IUL, Business Research Unit (BRU-IUL).
    6. Taro Ikeda, 2016. "Relume: A fractal analysis for the US stock market," Discussion Papers 1637, Graduate School of Economics, Kobe University.
    7. Cars Hommes & Domenico Massaro & Matthias Weber, 2015. "Monetary Policy under Behavioral Expectations: Theory and Experiment," Tinbergen Institute Discussion Papers 15-087/II, Tinbergen Institute.
    8. repec:mes:postke:v:37:y:2014:i:2:p:255-279 is not listed on IDEAS
    9. Di Bartolomeo, Giovanni & Di Pietro, Marco & Giannini, Bianca, 2016. "Optimal monetary policy in a New Keynesian model with heterogeneous expectations," Journal of Economic Dynamics and Control, Elsevier, vol. 73(C), pages 373-387.
    10. Salle, Isabelle & Yıldızoğlu, Murat & Sénégas, Marc-Alexandre, 2013. "Inflation targeting in a learning economy: An ABM perspective," Economic Modelling, Elsevier, vol. 34(C), pages 114-128.
    11. Flaschel, Peter & Charpe, Matthieu & Galanis, Giorgos & Proaño Acosta, Christian & Veneziani, Roberto, 2017. "Macroeconomic and stock market interactions with endogenous aggregate sentiment dynamics," BERG Working Paper Series 125, Bamberg University, Bamberg Economic Research Group.
    12. Lines Marji & Westerhoff Frank, 2012. "Effects of Inflation Expectations on Macroeconomic Dynamics: Extrapolative Versus Regressive Expectations," Studies in Nonlinear Dynamics & Econometrics, De Gruyter, vol. 16(4), pages 1-30, October.
    13. Bofinger, Peter & Debes, Sebastian & Gareis, Johannes & Mayer, Eric, 2013. "Monetary policy transmission in a model with animal spirits and house price booms and busts," Journal of Economic Dynamics and Control, Elsevier, vol. 37(12), pages 2862-2881.
    14. Schmitt, Noemi & Westerhoff, Frank, 2015. "Managing rational routes to randomness," Journal of Economic Behavior & Organization, Elsevier, vol. 116(C), pages 157-173.
    15. Gilberto Tadeu Lima & Mark Setterfield & Jaylson Jair da Silveira, 2014. "Inflation Targeting and Macroeconomic Stability with Heterogeneous Inflation Expectations," Journal of Post Keynesian Economics, Taylor & Francis Journals, vol. 37(2), pages 255-279, December.
    16. Marcin Wolski, 2016. "Welfare-theoretic Optimal Policies in a New-Keynesian Economy with Heterogeneous Regions: Any Role for Financial Integration?," Journal of Common Market Studies, Wiley Blackwell, vol. 54(3), pages 742-761, May.
    17. Hommes, C.H. & Lustenhouwer, J., 2015. "Inflation Targeting and Liquidity Traps under Endogenous Credibility," CeNDEF Working Papers 15-03, Universiteit van Amsterdam, Center for Nonlinear Dynamics in Economics and Finance.
    18. Massaro, Domenico, 2013. "Heterogeneous expectations in monetary DSGE models," Journal of Economic Dynamics and Control, Elsevier, vol. 37(3), pages 680-692.
    19. repec:kob:wpaper:1637 is not listed on IDEAS
    20. Hommes, C.H. & Lustenhouwer, J., 2016. "Managing Heterogeneous and Unanchored Expectations: A Monetary Policy Analysis," CeNDEF Working Papers 16-01, Universiteit van Amsterdam, Center for Nonlinear Dynamics in Economics and Finance.
    21. Robert Jump, 2014. "Animal spirits and unemployment: a disequilibrium analysis," Journal of Economic Interaction and Coordination, Springer;Society for Economic Science with Heterogeneous Interacting Agents, vol. 9(2), pages 255-274, October.
    22. Jaylson Jair da Silveira & Gilberto Tadeu Lima, 2014. "Heterogeneity in Inflation Expectations and Macroeconomic Stability under Satisficing Learning," Working Papers, Department of Economics 2014_28, University of São Paulo (FEA-USP).

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