2015/24 | LEM Working Paper Series | |
Social Learning and Higher Order Beliefs: A Structural Model of Exchange Rates Dynamics |
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Francesca Pancotto, Giuseppe Pignataro and Davide Raggi |
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Keywords | ||
higher order beliefs, exchange rates, economic fundamentals, survey data
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JEL Classifications | ||
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Abstract | ||
This paper proposes a structural model of exchange rates where agents
formulate their one-step ahead predictions based on social learning
process and higher order beliefs. Individual choices are then
aggregated and plugged into a rather standard macroeconomic model to
derive the dynamics of exchange rates. Bayesian estimation of the
structural parameters is implemented exploiting Foreign exchange
Consensus Survey data of heterogeneous forecasts and
fundamentals. Results show that higher order beliefs accounts for a
large part of the total value, while public information play the most
important role in determining individual expectations. Although the
precision of the private signal is larger than the public one,
information publicly revealed does exert a disproportionate in uence,
and dierences in the estimated signals determine the equilibrium
strategy of each agent as a combination between personal beliefs and
higher order expectations.
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