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Drivers of Exchange Rate Dynamics in Selected CIS Countries: Evidence from a FAVAR Analysis

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  • Christian Dreger
  • Jarko Fidrmuc

Abstract

We investigate the likely sources of exchange rate dynamics in selected CIS countries (Russia, Kazakhstan, Ukraine, Kyrgyzstan, Azerbaijan, and Moldova) over the past decade (1999-2008). The analysis is based on country VAR models augmented by a regional common factor structure (FAVAR model). The models include nominal exchange rates, the common factor of exchange rates in the CIS countries, and global drivers such as gold, oil and share prices. Global, regional and idiosyncratic shocks are identified in a standard Cholesky fashion. Based on the decomposition of the variance of forecast errors, their relevance for exchange rates is explored. As a quite robust finding, CIS exchange rates have become more vulnerable to global shocks towards the end of the sample.

Suggested Citation

  • Christian Dreger & Jarko Fidrmuc, 2009. "Drivers of Exchange Rate Dynamics in Selected CIS Countries: Evidence from a FAVAR Analysis," Discussion Papers of DIW Berlin 867, DIW Berlin, German Institute for Economic Research.
  • Handle: RePEc:diw:diwwpp:dp867
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    References listed on IDEAS

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    1. Balazs Egert & Carol Leonard, 2008. "Dutch Disease Scare in Kazakhstan: Is it real?," Open Economies Review, Springer, vol. 19(2), pages 147-165, April.
    2. Jan Fidrmuc & Jarko Fidrmuc, 2003. "Disintegration and Trade," Review of International Economics, Wiley Blackwell, vol. 11(5), pages 811-829, November.
    3. Ben S. Bernanke & Jean Boivin & Piotr Eliasz, 2005. "Measuring the Effects of Monetary Policy: A Factor-Augmented Vector Autoregressive (FAVAR) Approach," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 120(1), pages 387-422.
    4. Richard H. Clarida & Jordi Gali, 1994. "Sources of real exchange rate fluctuations: how important are nominal shocks?," Proceedings, Federal Reserve Bank of Dallas, issue Apr.
    5. Vladimir Chaplygin & Andrew Hughes Hallett & Christian Richter, 2006. "Monetary integration in the ex‐Soviet Union: A ‘union of four’?," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 14(1), pages 47-68, March.
    6. Andrei Shleifer & Daniel Treisman, 2005. "A Normal Country: Russia After Communism," Journal of Economic Perspectives, American Economic Association, vol. 19(1), pages 151-174, Winter.
    7. repec:zbw:bofitp:2007_007 is not listed on IDEAS
    8. Korhonen, Iikka & Wachtel, Paul, 2006. "A note on exchange rate pass-through in CIS countries," Research in International Business and Finance, Elsevier, vol. 20(2), pages 215-226, June.
    9. repec:zbw:bofitp:2007_016 is not listed on IDEAS
    10. Korhonen, Iikka & Mehrotra, Aaron, 2009. "Real exchange rate, output and oil : case of four large energy producers," BOFIT Discussion Papers 6/2009, Bank of Finland, Institute for Economies in Transition.
    11. Schnabl, Gunther, 2005. "International capital markets and exchange rate stabilization in the CIS," Journal of Comparative Economics, Elsevier, vol. 33(3), pages 425-440, September.
    12. David G. Mayes & Vesa Korhonen, 2006. "The CIS: Does the Regional Hegemony Facilitate Monetary Integration?," Economie Internationale, CEPII research center, issue 107, pages 173-196.
    13. Kutan, Ali M. & Wyzan, Michael L., 2005. "Explaining the real exchange rate in Kazakhstan, 1996-2003: Is Kazakhstan vulnerable to the Dutch disease?," Economic Systems, Elsevier, vol. 29(2), pages 242-255, June.
    14. Oomes, Nienke & Kalcheva, Katerina, 2007. "Diagnosing Dutch disease : Does Russia have the symptoms?," BOFIT Discussion Papers 7/2007, Bank of Finland, Institute for Economies in Transition.
    15. Sims, Christopher A & Stock, James H & Watson, Mark W, 1990. "Inference in Linear Time Series Models with Some Unit Roots," Econometrica, Econometric Society, vol. 58(1), pages 113-144, January.
    16. John Odling-Smee, 2006. "The IMF and Russia in the 1990s," IMF Staff Papers, Palgrave Macmillan, vol. 53(1), pages 1-7.
    17. repec:zbw:bofitp:2009_006 is not listed on IDEAS
    18. Ms. Katerina Kalcheva & Nienke Oomes, 2007. "Diagnosing Dutch Disease: Does Russia Have the Symptoms?," IMF Working Papers 2007/102, International Monetary Fund.
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    Cited by:

    1. Dreger, Christian & Kholodilin, Konstantin A. & Ulbricht, Dirk & Fidrmuc, Jarko, 2016. "Between the Hammer and the Anvil: The Impact of Economic Sanctions and Oil Prices on Russia’s Ruble," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 44(2), pages 295-308.
    2. Jarko Fidrmuc & Philipp J. Süss, 2011. "The Outbreak of the Russian Banking Crisis," Czech Economic Review, Charles University Prague, Faculty of Social Sciences, Institute of Economic Studies, vol. 5(1), pages 046-063, March.
    3. Frank Hespeler, 2013. "A VECM evaluation of monetary transmission in Uzbekistan," Economic Change and Restructuring, Springer, vol. 46(2), pages 219-253, May.
    4. Christian Dreger & Jarko Fidrmuc & Konstantin Kholodilin & Dirk Ulbricht, 2015. "The Ruble between the Hammer and the Anvil: Oil Prices and Economic Sanctions," Discussion Papers of DIW Berlin 1488, DIW Berlin, German Institute for Economic Research.
    5. Christian Dreger & Jarko Fidrmuc & Konstantin Kholodilin & Dirk Ulbricht, 2015. "The Ruble between the Hammer and the Anvil: Oil Prices and Economic Sanctions," Discussion Papers of DIW Berlin 1488, DIW Berlin, German Institute for Economic Research.
    6. repec:zbw:bofitp:2015_025 is not listed on IDEAS

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    More about this item

    Keywords

    Exchange rates; CIS countries; financial crisis; FAVAR models;
    All these keywords.

    JEL classification:

    • F31 - International Economics - - International Finance - - - Foreign Exchange
    • C22 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes
    • G15 - Financial Economics - - General Financial Markets - - - International Financial Markets

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