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Exchange rate forecasting with DSGE models

Author

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  • Marcin Kolasa

    (Narodowy Bank Polski and Warsaw School of Economics)

  • Michał Rubaszek

    (Narodowy Bank Polski and Warsaw School of Economics)

  • Michele Ca' Zorzi

    (European Central Bank)

Abstract

We run an exchange rate forecasting “horse race”, which highlights that three principles hold. First, forecasts should not replicate the high volatility of exchange rates observed in sample. Second, models should exploit the mean reversion of the real exchange rate over long horizons. Third, they should account for the international price co-movement seen in the data. Abiding by the first two principles an open-economy dynamic stochastic general equilibrium (DSGE) model performs well in forecasting the real but not the nominal exchange rate. Only approaches that conform to all three principles tend to outperform the random walk.

Suggested Citation

  • Marcin Kolasa & Michał Rubaszek & Michele Ca' Zorzi, 2017. "Exchange rate forecasting with DSGE models," NBP Working Papers 260, Narodowy Bank Polski.
  • Handle: RePEc:nbp:nbpmis:260
    Note: The paper was presented at Narodowy Bank Polski (Warsaw, September 2015), the European Central Bank (Frankfurt, October 2015), the 16th IWH-CIREQ Macroeconometric Workshop (Halle, December 2015), Norges Bank (Oslo, January 2016), the 4th International Symposium in Computational Economics and Finance (Paris, April 2016), the 36th International Symposium on Forecasting (Santander, June 2016) and the 31th annual congress of the European Economic Association (Geneva, August 2016).
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    More about this item

    Keywords

    Forecasting; exchange rates; New Open Economy Macroeconomics; mean reversion;
    All these keywords.

    JEL classification:

    • C32 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes; State Space Models
    • F31 - International Economics - - International Finance - - - Foreign Exchange
    • F41 - International Economics - - Macroeconomic Aspects of International Trade and Finance - - - Open Economy Macroeconomics
    • F47 - International Economics - - Macroeconomic Aspects of International Trade and Finance - - - Forecasting and Simulation: Models and Applications

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