Publication | Closed Access
Recurrent Hyperinflations and Learning
273
Citations
24
References
2003
Year
Machine LearningNeurolinguisticsSequential LearningBoundedly Rational LearningMacroeconomic ForecastingDynamic EconomicsRecurrent Neural NetworkMonetary PolicyMonetary TheoryLanguage StudiesEconomicsSequence ModellingRecurrent HyperinflationsQuantitative FinanceKnowledge DiscoveryDeep LearningFinanceMacro FinanceMacroeconomicsBusinessLinguisticsRational Expectations
We use a model of boundedly rational learning to account for the observations of recurrent hyperinflations in the 1980’s. In a standard monetary model we replace the assumption of full rational expectations by a formal definition of quasi-rational learning. The model under learning matches some crucial stylized facts observed during the recurrent hyperinflations experienced by several countries in the 1980’s remarkably well. We argue that, despite being a small departure from rational expectations, quasi-rational learning does not preclude falsifiability of the model, it does not violate reasonable rationality requirements, and it can be used for policy evaluation.
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