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The predictive power of equilibrium exchange rate models

Author

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  • Mijakovic, Andrej
  • Rubaszek, Michał
  • Ca' Zorzi, Michele
  • Cap, Adam

Abstract

In this paper we evaluate the predictive power of the three most popular equilibrium exchange rate concepts: Purchasing Power Parity (PPP), Behavioral Equilibrium Exchange Rate (BEER) and the Macroeconomic Balance (MB) approach. We show that there is a clear trade-off between storytelling and forecast accuracy. The PPP model offers little economic insights, but has good predictive power. The BEER framework, which links exchange rates to fundamentals, does not deliver forecasts of better quality than PPP. The MB approach has the most appealing economic interpretation, but performs poorly in forecasting terms. Sensitivity analysis confirms that changing the composition of fundamentals in the BEER model or modifying key underlying assumptions in the MB model does not generally enhance their predictive power. JEL Classification: C33, F31, F37, F41

Suggested Citation

  • Mijakovic, Andrej & Rubaszek, Michał & Ca' Zorzi, Michele & Cap, Adam, 2020. "The predictive power of equilibrium exchange rate models," Working Paper Series 2358, European Central Bank.
    • Handle: RePEc:ecb:ecbwps:20202358
    Note: 343031
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    Cited by:

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    2. Biagio Bossone, 2021. "Exercising Economic Sovereignty in Today's Global Financial World: The Lessons from John Maynard Keynes," Working Papers PKWP2120, Post Keynesian Economics Society (PKES).
    3. Felix Kapfhammer & Vegard H. Larsen & Leif Anders Thorsrud, 2020. "Climate risk and commodity currencies," Working Paper 2020/18, Norges Bank.
    4. Bacchetta, Philippe & Chikhani, Pauline, 2020. "On the Weakness of the Swedish Krona," CEPR Discussion Papers 15468, C.E.P.R. Discussion Papers.
    5. Valery Smirnov, 2023. "The Russian Rouble Crisis of December 2014: An Alternative View," Russian Journal of Money and Finance, Bank of Russia, vol. 82(1), pages 137-144, March.
    6. Petropoulos, Fotios & Apiletti, Daniele & Assimakopoulos, Vassilios & Babai, Mohamed Zied & Barrow, Devon K. & Ben Taieb, Souhaib & Bergmeir, Christoph & Bessa, Ricardo J. & Bijak, Jakub & Boylan, Joh, 2022. "Forecasting: theory and practice," International Journal of Forecasting, Elsevier, vol. 38(3), pages 705-871.
      • Fotios Petropoulos & Daniele Apiletti & Vassilios Assimakopoulos & Mohamed Zied Babai & Devon K. Barrow & Souhaib Ben Taieb & Christoph Bergmeir & Ricardo J. Bessa & Jakub Bijak & John E. Boylan & Jet, 2020. "Forecasting: theory and practice," Papers 2012.03854, arXiv.org, revised Jan 2022.
    7. Fišera, Boris & Horváth, Roman, 2022. "Are exchange rates less important for trade in a more globalized world? Evidence for the new EU members," Economic Systems, Elsevier, vol. 46(1).
    8. Rubaszek, Michał & Beckmann, Joscha & Ca' Zorzi, Michele & Kwas, Marek, 2022. "Boosting carry with equilibrium exchange rate estimates," Working Paper Series 2731, European Central Bank.
    9. Biagio Bossone, 2021. "Global Capital, the Exchange Rate, and Policy (In)Effectiveness," Working Papers PKWP2113, Post Keynesian Economics Society (PKES).
    10. Kwas, Marek & Beckmann, Joscha & Rubaszek, Michał, 2024. "Are consensus FX forecasts valuable for investors?," International Journal of Forecasting, Elsevier, vol. 40(1), pages 268-284.
    11. Piotr Dybka, 2020. "One model or many? Exchange rates determinants and their predictive capabilities," KAE Working Papers 2020-053, Warsaw School of Economics, Collegium of Economic Analysis.

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    More about this item

    Keywords

    equilibrium exchange rate models; forecasting; mean reversion; panel data;
    All these keywords.

    JEL classification:

    • C33 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Models with Panel Data; Spatio-temporal Models
    • F31 - International Economics - - International Finance - - - Foreign Exchange
    • F37 - International Economics - - International Finance - - - International Finance Forecasting and Simulation: Models and Applications
    • F41 - International Economics - - Macroeconomic Aspects of International Trade and Finance - - - Open Economy Macroeconomics

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