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A new approach to estimation of actively managed component of foreign exchange reserves

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  • Dąbrowski, Marek A.

Abstract

Changes in foreign exchange (FX) reserves are difficult to measure in an economically meaningful way because central banks do not decompose reported data into passive and active components. Only the latter should be used when the usefulness of FX reserves in crisis management is assessed or symptoms of currency manipulations are looked for. The applicability of the existing approach to identification of active component of FX reserves is highly limited as it relies on data that are available for a relatively short timespan. To overcome these problems the new approach to estimation of active component of FX reserves is laid out. It makes use of a time-varying coefficient model estimated with Bayesian techniques. The empirical results are obtained for 20 countries over 1995-2017 period. The main finding is that the estimates from the new approach are highly correlated with those from the existing approach, but the timespan of the former is substantially larger than that of the latter. The estimates based on the new approach are cross-checked against the data on FX market interventions of the Czech National Bank. It is demonstrated that the estimates are in general superior to plain changes in FX reserves as a measure of FX interventions and are not worse than those from the existing approach.

Suggested Citation

  • Dąbrowski, Marek A., 2019. "A new approach to estimation of actively managed component of foreign exchange reserves," MPRA Paper 95280, University Library of Munich, Germany.
    • Handle: RePEc:pra:mprapa:95280
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    References listed on IDEAS

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    1. Francesca Caselli, 2017. "Did the Exchange Rate Floor Prevent Deflation in the Czech Republic?," Review of Economics and Institutions, Università di Perugia, vol. 8(2).
    2. Aizenman, Joshua & Cheung, Yin-Wong & Ito, Hiro, 2015. "International reserves before and after the global crisis: Is there no end to hoarding?," Journal of International Money and Finance, Elsevier, vol. 52(C), pages 102-126.
    3. Ali Alichi & Mr. Jaromir Benes & Mr. Joshua Felman & Irene Feng & Charles Freedman & Mr. Douglas Laxton & Mr. Evan C Tanner & David Vávra & Hou Wang, 2015. "Frontiers of Monetary Policymaking: Adding the Exchange Rate as a Tool to Combat Deflationary Risks in the Czech Republic," IMF Working Papers 2015/074, International Monetary Fund.
    4. Gopalakrishnan, Balagopal & Mohapatra, Sanket, 2018. "Turning over a golden leaf? Global liquidity and emerging market central banks’ demand for gold after the financial crisis," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 57(C), pages 94-109.
    5. Adam Geršl & Tomáš Holub, 2006. "Foreign Exchange Interventions Under Inflation Targeting: The Czech Experience," Contemporary Economic Policy, Western Economic Association International, vol. 24(4), pages 475-491, October.
    6. Choi, Woo Jin & Taylor, Alan M., 2022. "Precaution versus mercantilism: Reserve accumulation, capital controls, and the real exchange rate," Journal of International Economics, Elsevier, vol. 139(C).
    7. Joshua Aizenman & Jaewoo Lee, 2007. "International Reserves: Precautionary Versus Mercantilist Views, Theory and Evidence," Open Economies Review, Springer, vol. 18(2), pages 191-214, April.
    8. Ethan Ilzetzki & Carmen M Reinhart & Kenneth S Rogoff, 2019. "Exchange Arrangements Entering the Twenty-First Century: Which Anchor will Hold?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 134(2), pages 599-646.
    9. Koop, Gary & Korobilis, Dimitris, 2010. "Bayesian Multivariate Time Series Methods for Empirical Macroeconomics," Foundations and Trends(R) in Econometrics, now publishers, vol. 3(4), pages 267-358, July.
    10. Dąbrowski, Marek A. & Śmiech, Sławomir & Papież, Monika, 2015. "Monetary policy options for mitigating the impact of the global financial crisis on emerging market economies," Journal of International Money and Finance, Elsevier, vol. 51(C), pages 409-431.
    11. Aizenman, Joshua & Sun, Yi, 2012. "The financial crisis and sizable international reserves depletion: From ‘fear of floating’ to the ‘fear of losing international reserves’?," International Review of Economics & Finance, Elsevier, vol. 24(C), pages 250-269.
    12. Guillermo A. Calvo & Carmen M. Reinhart, 2002. "Fear of Floating," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 117(2), pages 379-408.
    13. Michael Bleaney & Mo Tian, 2017. "Measuring exchange rate flexibility by regression methods," Oxford Economic Papers, Oxford University Press, vol. 69(1), pages 301-319.
    14. Levy-Yeyati, Eduardo & Sturzenegger, Federico & Gluzmann, Pablo Alfredo, 2013. "Fear of appreciation," Journal of Development Economics, Elsevier, vol. 101(C), pages 233-247.
    15. Martin Feldstein, 1999. "Self-Protection for Emerging Market Economies," NBER Working Papers 6907, National Bureau of Economic Research, Inc.
    16. Maurice Obstfeld & Kenneth S. Rogoff, 2009. "Global imbalances and the financial crisis: products of common causes," Proceedings, Federal Reserve Bank of San Francisco, issue Oct, pages 131-172.
    17. Dominguez, Kathryn M.E., 2012. "Foreign reserve management during the global financial crisis," Journal of International Money and Finance, Elsevier, vol. 31(8), pages 2017-2037.
    18. Levy-Yeyati, Eduardo & Sturzenegger, Federico, 2016. "Classifying Exchange Rate Regimes: 15 Years Later," Working Paper Series 16-028, Harvard University, John F. Kennedy School of Government.
    19. Michael Dooley & David Folkerts‐Landau & Peter Garber, 2009. "Bretton Woods Ii Still Defines The International Monetary System," Pacific Economic Review, Wiley Blackwell, vol. 14(3), pages 297-311, August.
    20. Dominguez, Kathryn M.E. & Hashimoto, Yuko & Ito, Takatoshi, 2012. "International reserves and the global financial crisis," Journal of International Economics, Elsevier, vol. 88(2), pages 388-406.
    21. Michael P. Dooley & David Folkerts-Landau & Peter Garber, 2004. "The revived Bretton Woods system," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 9(4), pages 307-313.
    22. Marek A. Dąbrowski & Monika Papież & Sławomir Śmiech, 2020. "Classifying de facto exchange rate regimes of financially open and closed economies: A statistical approach," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 29(7), pages 821-849, October.
    23. Levy-Yeyati, Eduardo & Sturzenegger, Federico, 2005. "Classifying exchange rate regimes: Deeds vs. words," European Economic Review, Elsevier, vol. 49(6), pages 1603-1635, August.
    24. Lubomír Lízal & Jirí Schwarz, 2013. "Foreign exchange interventions as an (un)conventional monetary policy tool," BIS Papers chapters, in: Bank for International Settlements (ed.), Sovereign risk: a world without risk-free assets?, volume 73, pages 127-143, Bank for International Settlements.
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    More about this item

    Keywords

    foreign exchange reserves; foreign exchange interventions; open economy macroeconomics; Czech National Bank; state space models;
    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
    • E58 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - Central Banks and Their Policies
    • F31 - International Economics - - International Finance - - - Foreign Exchange
    • F41 - International Economics - - Macroeconomic Aspects of International Trade and Finance - - - Open Economy Macroeconomics

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