Local Learning Dynamics
The paper undertakes a detailed characterization of the local dynamic properties of three simple deterministic models involving expectations. The expectations are formed under an adaptive learning process. Allowing for different degrees of learning quality, the analysis reveals the existence of a large variety of possible long term outcomes: in some scenarios, stability and instability are independent of the learning quality in other circumstances, some minimal requirement on learning efficiency is necessary to attain stability in some settings, it is even possible that high quality learning may prevent attaining the stable outcome that otherwise is accomplished.
Volume (Year): 3 (2008)
Issue (Month): 57 ()
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- Marcet, Albert & Sargent, Thomas J., 1989. "Convergence of least squares learning mechanisms in self-referential linear stochastic models," Journal of Economic Theory, Elsevier, vol. 48(2), pages 337-368, August.
- Schonhofer, Martin, 1999. "Chaotic Learning Equilibria," Journal of Economic Theory, Elsevier, vol. 89(1), pages 1-20, November.
- Koulovatianos, Christos & Mirman, Leonard J. & Santugini, Marc, 2009.
"Optimal growth and uncertainty: Learning,"
Journal of Economic Theory,
Elsevier, vol. 144(1), pages 280-295, January.
- Christos Koulovatianos, & Leonard J. Mirman & Marc Santugini, "undated". "Optimal Growth and Uncertainty: Learning," Discussion Papers 08/08, University of Nottingham, Centre for Finance, Credit and Macroeconomics (CFCM).
- Christos Koulovatianos & Leonard J. Mirman & Marc Santugini, 2007. "Optimal Growth and Uncertainty: Learning," Cahiers de recherche 07-05, HEC Montréal, Institut d'économie appliquée, revised Feb 2008.
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