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Adaptive learning, endogenous uncertainty, and asymmetric dynamics

Eran Guse

Journal of Economic Dynamics and Control, 2014, vol. 40, issue C, 355-373

Abstract: I present a simple model where forecasting confidence affects aggregate demand. It is shown that this model has similar stability properties, under statistical and evolutionary learning, as a model without a confidence affect. From this setup, I introduce “Expectational Business Cycles” where output fluctuates due to learning, heterogeneous forecasting models and random changes in the efficient forecasting model. Agents use one of two forecasting models to forecast future variables while heterogeneity is dictated via an evolutionary process. Increased uncertainty, due to a shock to the structure of the economy, may result in a sudden decrease in output. As agents learn the equilibrium, output slowly increases to its equilibrium value. Expectational business cycles tend to arrive faster, last longer and are more severe as agents possess less information.

Keywords: Adaptive learning; Aggregate fluctuations; Heterogeneous expectations; Imitation dynamics; Multiple equilibria; Rational expectations; Uncertainty (search for similar items in EconPapers)
JEL-codes: C62 D84 E37 (search for similar items in EconPapers)
Date: 2014
References: View references in EconPapers View complete reference list from CitEc
Citations: View citations in EconPapers (3)

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Persistent link: https://EconPapers.repec.org/RePEc:eee:dyncon:v:40:y:2014:i:c:p:355-373

DOI: 10.1016/j.jedc.2014.01.020

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Journal of Economic Dynamics and Control is currently edited by J. Bullard, C. Chiarella, H. Dawid, C. H. Hommes, P. Klein and C. Otrok

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