IDEAS home Printed from https://ideas.repec.org/a/eee/intfin/v33y2014icp1-27.html
   My bibliography  Save this article

The dynamics of exchange rate volatility: A panel VAR approach

Author

Listed:
  • Grossmann, Axel
  • Love, Inessa
  • Orlov, Alexei G.

Abstract

This paper employs a panel vector autoregressive model (PVAR) to study the dynamics of the overall exchange rate volatility. PVAR estimation results, based on panel data for 29 economies, are used in simulating impulse response functions. Since economic shocks may affect high-frequency and low-frequency components of volatility differently, using a conventional time-domain approach to study volatility may lead to spurious results. Accordingly, the paper also studies the dynamics of the most destabilizing (high-frequency) components of exchange rate volatility, which are isolated using spectral methodology. While our investigation reveals interesting dynamic interrelationships between macroeconomic as well as financial variables and exchange rate volatility, we find little evidence of significant difference in the responses of macroeconomic and financial variables to the overall volatility vis-à-vis the high-frequency components thereof. The feedback effects from exchange rate volatility to macroeconomic and financial variables are found to be much stronger for developing countries relative to developed economies. These findings are confirmed by variance decompositions and are largely immune to several robustness checks.

Suggested Citation

  • Grossmann, Axel & Love, Inessa & Orlov, Alexei G., 2014. "The dynamics of exchange rate volatility: A panel VAR approach," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 33(C), pages 1-27.
  • Handle: RePEc:eee:intfin:v:33:y:2014:i:c:p:1-27
    DOI: 10.1016/j.intfin.2014.07.008
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1042443114000924
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.intfin.2014.07.008?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Devereux, Michael B. & Lane, Philip R., 2003. "Understanding bilateral exchange rate volatility," Journal of International Economics, Elsevier, vol. 60(1), pages 109-132, May.
    2. Balázs Égert & Amalia Morales-Zumaquero, 2005. "Exchange Rate Regimes, Foreign Exchange Volatility and Export Performance in Central and Eastern Europe," Focus on European Economic Integration, Oesterreichische Nationalbank (Austrian Central Bank), issue 1, pages 76-97.
    3. Kocenda, Evzen & Valachy, Juraj, 2006. "Exchange rate volatility and regime change: A Visegrad comparison," Journal of Comparative Economics, Elsevier, vol. 34(4), pages 727-753, December.
    4. Bartram, Sohnke M. & Karolyi, G. Andrew, 2006. "The impact of the introduction of the Euro on foreign exchange rate risk exposures," Journal of Empirical Finance, Elsevier, vol. 13(4-5), pages 519-549, October.
    5. Dominguez, Kathryn M., 1998. "Central bank intervention and exchange rate volatility1," Journal of International Money and Finance, Elsevier, vol. 17(1), pages 161-190, February.
    6. Flood, Robert P. & Rose, Andrew K., 1995. "Fixing exchange rates A virtual quest for fundamentals," Journal of Monetary Economics, Elsevier, vol. 36(1), pages 3-37, August.
    7. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
    8. Giannellis, Nikolaos & Papadopoulos, Athanasios P., 2011. "What causes exchange rate volatility? Evidence from selected EMU members and candidates for EMU membership countries," Journal of International Money and Finance, Elsevier, vol. 30(1), pages 39-61, February.
    9. Carmen M. Reinhart & Kenneth S. Rogoff, 2004. "The Modern History of Exchange Rate Arrangements: A Reinterpretation," The Quarterly Journal of Economics, Oxford University Press, vol. 119(1), pages 1-48.
    10. Torben G. Andersen & Tim Bollerslev & Francis X. Diebold, 2007. "Roughing It Up: Including Jump Components in the Measurement, Modeling, and Forecasting of Return Volatility," The Review of Economics and Statistics, MIT Press, vol. 89(4), pages 701-720, November.
    11. Domac, Ilker & Mendoza, Alfonso, 2004. "Is there room for foreign exchange interventions under an inflation targeting framework ? Evidence from Mexico and Turkey," Policy Research Working Paper Series 3288, The World Bank.
    12. Chris Brooks & Sotiris Tsolacos, 1999. "The impact of economic and financial factors on UK property performance," Journal of Property Research, Taylor & Francis Journals, vol. 16(2), pages 139-152, January.
    13. Andersen, Torben G & Bollerslev, Tim, 1997. "Heterogeneous Information Arrivals and Return Volatility Dynamics: Uncovering the Long-Run in High Frequency Returns," Journal of Finance, American Finance Association, vol. 52(3), pages 975-1005, July.
    14. Balázs Égert & Amalia Morales‐Zumaquero, 2008. "Exchange Rate Regimes, Foreign Exchange Volatility, and Export Performance in Central and Eastern Europe: Just another Blur Project?," Review of Development Economics, Wiley Blackwell, vol. 12(3), pages 577-593, August.
    15. Baillie, Richard T. & Osterberg, William P., 1997. "Why do central banks intervene?," Journal of International Money and Finance, Elsevier, vol. 16(6), pages 909-919, December.
    16. Hasabrouck, Joel & Sofianos, George, 1993. "The Trades of Market Makers: An Empirical Analysis of NYSE Specialists," Journal of Finance, American Finance Association, vol. 48(5), pages 1565-1593, December.
    17. 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, Oxford University Press, vol. 134(2), pages 599-646.
    18. Baxter, Marianne & Stockman, Alan C., 1989. "Business cycles and the exchange-rate regime : Some international evidence," Journal of Monetary Economics, Elsevier, vol. 23(3), pages 377-400, May.
    19. Ms. Hong Liang, 1998. "Real Exchange Rate Volatility: Does the Nominal Exchange Rate Regime Matter?," IMF Working Papers 1998/147, International Monetary Fund.
    20. Angela Black & David McMillan, 2004. "Long run trends and volatility spillovers in daily exchange rates," Applied Financial Economics, Taylor & Francis Journals, vol. 14(12), pages 895-907.
    21. Grilli, Vittorio & Kaminsky, Graciela, 1991. "Nominal exchange rate regimes and the real exchange rate : Evidence from the United States and Great Britain, 1885-1986," Journal of Monetary Economics, Elsevier, vol. 27(2), pages 191-212, April.
    22. Philippe Aghion & Peter Howitt, 2009. "The Economics of Growth," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262012634, December.
    23. Ferson, Wayne E & Harvey, Campbell R, 1991. "The Variation of Economic Risk Premiums," Journal of Political Economy, University of Chicago Press, vol. 99(2), pages 385-415, April.
    24. Jorge Carrera & Guillermo Vuletin, 2003. "The Effects of Exchange Rate Regimes on Real Exchange Rate Volatility. A Dynamic Panel Data Approach," Anais do XXXI Encontro Nacional de Economia [Proceedings of the 31st Brazilian Economics Meeting] c67, ANPEC - Associação Nacional dos Centros de Pós-Graduação em Economia [Brazilian Association of Graduate Programs in Economics].
    25. Tim Bollerslev & Jonathan H. Wright, 2001. "High-Frequency Data, Frequency Domain Inference, And Volatility Forecasting," The Review of Economics and Statistics, MIT Press, vol. 83(4), pages 596-602, November.
    26. Love, Inessa & Zicchino, Lea, 2006. "Financial development and dynamic investment behavior: Evidence from panel VAR," The Quarterly Review of Economics and Finance, Elsevier, vol. 46(2), pages 190-210, May.
    27. Love, Inessa & Turk Ariss, Rima, 2014. "Macro-financial linkages in Egypt: A panel analysis of economic shocks and loan portfolio quality," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 28(C), pages 158-181.
    28. Sebastián Edwards, 2007. "The Relationship between Exchange Rates and Inflation Targeting Revisited," Central Banking, Analysis, and Economic Policies Book Series, in: Frederic S. Miskin & Klaus Schmidt-Hebbel & Norman Loayza (Series Editor) & Klaus Schmidt-Hebbel (Se (ed.),Monetary Policy under Inflation Targeting, edition 1, volume 11, chapter 10, pages 373-413, Central Bank of Chile.
    29. Berganza, Juan Carlos & Broto, Carmen, 2012. "Flexible inflation targets, forex interventions and exchange rate volatility in emerging countries," Journal of International Money and Finance, Elsevier, vol. 31(2), pages 428-444.
    30. Im, Kyung So & Pesaran, M. Hashem & Shin, Yongcheol, 2003. "Testing for unit roots in heterogeneous panels," Journal of Econometrics, Elsevier, vol. 115(1), pages 53-74, July.
    31. Fratzscher, Marcel, 2002. "Financial Market Integration in Europe: On the Effects of EMU on Stock Markets," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 7(3), pages 165-193, July.
    32. Levy-Yeyati, Eduardo & Sturzenegger, Federico, 2005. "Classifying exchange rate regimes: Deeds vs. words," European Economic Review, Elsevier, vol. 49(6), pages 1603-1635, August.
    33. repec:zbw:bofitp:2005_008 is not listed on IDEAS
    34. Engle, Robert F, 1974. "Band Spectrum Regression," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 15(1), pages 1-11, February.
    35. Zapatero, Fernando, 1995. "Equilibrium asset prices and exchange rates," Journal of Economic Dynamics and Control, Elsevier, vol. 19(4), pages 787-811, May.
    36. Orlov, Alexei G., 2009. "A cospectral analysis of exchange rate comovements during Asian financial crisis," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 19(5), pages 742-758, December.
    37. Gerlach, H M Stefan, 1988. "World Business Cycles under Fixed and Flexible Exchange Rates," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 20(4), pages 621-632, November.
    38. Broda, Christian, 2004. "Terms of trade and exchange rate regimes in developing countries," Journal of International Economics, Elsevier, vol. 63(1), pages 31-58, May.
    39. Rose, Andrew K., 2007. "A stable international monetary system emerges: Inflation targeting is Bretton Woods, reversed," Journal of International Money and Finance, Elsevier, vol. 26(5), pages 663-681, September.
    40. Mr. M. Nowak & Mr. Ketil Hviding & Mr. Luca A Ricci, 2004. "Can Higher Reserves Help Reduce Exchange Rate Volatility?," IMF Working Papers 2004/189, International Monetary Fund.
    41. José De Gregorio & Andrea Tokman & Rodrigo Valdés, 2005. "Flexible Exchange Rate with Inflation Targeting in Chile: Experience and Issues," Research Department Publications 4427, Inter-American Development Bank, Research Department.
    42. Lanne, Markku, 2007. "Forecasting realized exchange rate volatility by decomposition," International Journal of Forecasting, Elsevier, vol. 23(2), pages 307-320.
    43. John H. Rogers, 1995. "Real shocks and real exchange rates in really long-term data," International Finance Discussion Papers 493, Board of Governors of the Federal Reserve System (U.S.).
    44. Aghion, Philippe & Bacchetta, Philippe & Rancière, Romain & Rogoff, Kenneth, 2009. "Exchange rate volatility and productivity growth: The role of financial development," Journal of Monetary Economics, Elsevier, vol. 56(4), pages 494-513, May.
    45. Bertoneche, Marc L., 1979. "Spectral analysis of stock market prices," Journal of Banking & Finance, Elsevier, vol. 3(2), pages 201-208, July.
    46. Kim, Suk-Joong & Kortian, Tro & Sheen, Jeffrey, 2000. "Central bank intervention and exchange rate volatility -- Australian evidence," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 10(3-4), pages 381-405, December.
    47. Ahmed, Shaghil & Zlate, Andrei, 2014. "Capital flows to emerging market economies: A brave new world?," Journal of International Money and Finance, Elsevier, vol. 48(PB), pages 221-248.
    48. Dornbusch, Rudiger, 1976. "Expectations and Exchange Rate Dynamics," Journal of Political Economy, University of Chicago Press, vol. 84(6), pages 1161-1176, December.
    49. Shaghil Ahmed & Andrew Levin & Beth Anne Wilson, 2004. "Recent U.S. Macroeconomic Stability: Good Policies, Good Practices, or Good Luck?," The Review of Economics and Statistics, MIT Press, vol. 86(3), pages 824-832, August.
    50. Richard A. Ajayi & Mbodja Mougouė, 1996. "On The Dynamic Relation Between Stock Prices And Exchange Rates," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 19(2), pages 193-207, June.
    51. Smith, C. E., 1992. "Stock markets and the exchange rate: A multi-country approach," Journal of Macroeconomics, Elsevier, vol. 14(4), pages 607-629.
    52. Alejandro Izquierdo & Ernesto Talvi & Guillermo A. Calvo, 2002. "Sudden Stops, the Real Exchange Rate and Fiscal Sustainability: Argentina's Lessons," Research Department Publications 4299, Inter-American Development Bank, Research Department.
    53. Gavin, Michael, 1989. "The stock market and exchange rate dynamics," Journal of International Money and Finance, Elsevier, vol. 8(2), pages 181-200, June.
    54. Christopher Kent & Rafic Naja, 1998. "Effective Real Exchange Rates and Irrelevant Nominal Exchange-rate Regimes," RBA Research Discussion Papers rdp9811, Reserve Bank of Australia.
    55. José De Gregorio & Andrea Tokman & Rodrigo Valdés, 2005. "Flexible Exchange Rate with Inflation Targeting in Chile: Experience and Issues," Research Department Publications 4427, Inter-American Development Bank, Research Department.
    56. Ganguly, Srideep & Breuer, Janice Boucher, 2010. "Nominal exchange rate volatility, relative price volatility, and the real exchange rate," Journal of International Money and Finance, Elsevier, vol. 29(5), pages 840-856, September.
    57. Hausmann, Ricardo & Panizza, Ugo & Rigobon, Roberto, 2006. "The long-run volatility puzzle of the real exchange rate," Journal of International Money and Finance, Elsevier, vol. 25(1), pages 93-124, February.
    58. Orlov, Alexei G., 2006. "Capital controls and stock market volatility in frequency domain," Economics Letters, Elsevier, vol. 91(2), pages 222-228, May.
    59. Morales-Zumaquero, Amalia & Sosvilla-Rivero, Simon, 2010. "Structural breaks in volatility: Evidence for the OECD and non-OECD real exchange rates," Journal of International Money and Finance, Elsevier, vol. 29(1), pages 139-168, February.
    60. Grossmann, Axel & Orlov, Alexei G., 2012. "Exchange rate misalignments in frequency domain," International Review of Economics & Finance, Elsevier, vol. 24(C), pages 185-199.
    61. Mussa, Michael, 1986. "Nominal exchange rate regimes and the behavior of real exchange rates: Evidence and implications," Carnegie-Rochester Conference Series on Public Policy, Elsevier, vol. 25(1), pages 117-214, January.
    62. Andersen, Torben G. & Bollerslev, Tim & Cai, Jun, 2000. "Intraday and interday volatility in the Japanese stock market," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 10(2), pages 107-130, June.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Grossmann, Axel & Orlov, Alexei G., 2022. "Exchange rate misalignments, capital flows and volatility," The North American Journal of Economics and Finance, Elsevier, vol. 60(C).
    2. O. P. C. Muhammed Rafi & M. Ramachandran, 2018. "Capital flows and exchange rate volatility: experience of emerging economies," Indian Economic Review, Springer, vol. 53(1), pages 183-205, December.
    3. Weber, Christoph S., 2019. "The effect of central bank transparency on exchange rate volatility," Journal of International Money and Finance, Elsevier, vol. 95(C), pages 165-181.
    4. Eichler, Stefan & Littke, Helge C. N., 2017. "Central bank transparency and the volatility of exchange rates," IWH Discussion Papers 22/2017, Halle Institute for Economic Research (IWH).
    5. Calderón, César & Kubota, Megumi, 2018. "Does higher openness cause more real exchange rate volatility?," Journal of International Economics, Elsevier, vol. 110(C), pages 176-204.
    6. Ledenyov, Dimitri O. & Ledenyov, Viktor O., 2015. "Wave function method to forecast foreign currencies exchange rates at ultra high frequency electronic trading in foreign currencies exchange markets," MPRA Paper 67470, University Library of Munich, Germany.
    7. Eichler, Stefan & Littke, Helge C.N., 2018. "Central bank transparency and the volatility of exchange rates," Journal of International Money and Finance, Elsevier, vol. 89(C), pages 23-49.
    8. Humyra Jabeen Bristy, 2014. "Impact of Financial Development on Exchange Rate Volatility and Long-Run Growth Relationship of Bangladesh," International Journal of Economics and Financial Issues, Econjournals, vol. 4(2), pages 258-263.
    9. Christian Dreger & Eric Girardin, 2007. "Does the Nominal Exchange Rate Regime Affect the Long Run Properties of Real Exchange Rates?," Discussion Papers of DIW Berlin 746, DIW Berlin, German Institute for Economic Research.
    10. Morales-Zumaquero, Amalia & Sosvilla-Rivero, Simon, 2010. "Structural breaks in volatility: Evidence for the OECD and non-OECD real exchange rates," Journal of International Money and Finance, Elsevier, vol. 29(1), pages 139-168, February.
    11. Klein, Michael W. & Shambaugh, Jay C., 2008. "The dynamics of exchange rate regimes: Fixes, floats, and flips," Journal of International Economics, Elsevier, vol. 75(1), pages 70-92, May.
    12. KAFANDO, Namalguebzanga, 2014. "L'industrialisation de l'Afrique: l'importance des facteurs structurels et du régime de change [The industrialization of Africa: the importance of structural factors and exchange rate regime]," MPRA Paper 68736, University Library of Munich, Germany.
    13. Aghion, Philippe & Bacchetta, Philippe & Rancière, Romain & Rogoff, Kenneth, 2009. "Exchange rate volatility and productivity growth: The role of financial development," Journal of Monetary Economics, Elsevier, vol. 56(4), pages 494-513, May.
    14. Maria Grydaki & Stilianos Fountas, 2010. "What Explains Nominal Exchange Rate Volatility? Evidence from the Latin American Countries," Discussion Paper Series 2010_10, Department of Economics, University of Macedonia, revised Jul 2010.
    15. Lahura, Erick & Vega, Marco, 2013. "Regímenes cambiarios y desempeño macroeconómico: Una evaluación de la literatura," Revista Estudios Económicos, Banco Central de Reserva del Perú, issue 26, pages 101-119.
    16. Grossmann, Axel & Orlov, Alexei G., 2012. "Exchange rate misalignments in frequency domain," International Review of Economics & Finance, Elsevier, vol. 24(C), pages 185-199.
    17. Rodolfo Cermeño & María Eugenia Sanin, 2015. "Are Flexible Exchange Rate Regimes more Volatile? Panel GARCH Evidence for the G7 and Latin America," Review of Development Economics, Wiley Blackwell, vol. 19(2), pages 297-308, May.
    18. Towbin, Pascal & Weber, Sebastian, 2013. "Limits of floating exchange rates: The role of foreign currency debt and import structure," Journal of Development Economics, Elsevier, vol. 101(C), pages 179-194.
    19. Amalia Morales-Zumaquero & Simon Sosvilla-Rivero, "undated". "Structural Breaks in Volatility: Evidence from the OECD Real Exchange Rates," Working Papers 2004-22, FEDEA.
    20. Frankel, Jeffrey, 2010. "Monetary Policy in Emerging Markets," Handbook of Monetary Economics, in: Benjamin M. Friedman & Michael Woodford (ed.), Handbook of Monetary Economics, edition 1, volume 3, chapter 25, pages 1439-1520, Elsevier.

    More about this item

    Keywords

    Exchange rate volatility; Spectral analysis; High-frequency components of volatility; Financial variables; Panel VAR estimation and simulation;
    All these keywords.

    JEL classification:

    • F31 - International Economics - - International Finance - - - Foreign Exchange
    • C14 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Semiparametric and Nonparametric Methods: General
    • C33 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Models with Panel Data; Spatio-temporal Models
    • F37 - International Economics - - International Finance - - - International Finance Forecasting and Simulation: Models and Applications

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:intfin:v:33:y:2014:i:c:p:1-27. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/intfin .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.