IDEAS home Printed from https://ideas.repec.org/a/wly/jfutmk/v35y2015i11p1026-1041.html
   My bibliography  Save this article

Return‐Implied Volatility Dynamics of High and Low Yielding Currencies

Author

Listed:
  • Miikka Kaurijoki
  • Jussi Nikkinen
  • Janne Äijö

Abstract

This study investigates the return‐implied volatility dynamics of six most actively traded currencies before and during the financial crisis using quantile regression analysis. In particular, we examine how the size and sign of high and low yielding currency futures returns influence implied volatilities in the currency market. It is found that, especially during a volatile period, the behavior of the return‐implied volatility relationship of high yielding currencies, such as the Australian dollar, Canadian dollar, and British pound, has some similarities with that in the stock markets, while low yielding currencies behave the opposite way. Investment currencies generally exhibit a negative asymmetry, while funding currencies, the Japanese yen in particular, exhibit a positive asymmetry. The results of the study appear consistent with the recent carry trade literature implying that carry trades, investors' behavior, risk exposure, and global risk explain return‐implied volatility dynamics in the currency markets. © 2014 Wiley Periodicals, Inc. Jrl Fut Mark 35:1026–1041, 2015

Suggested Citation

  • Miikka Kaurijoki & Jussi Nikkinen & Janne Äijö, 2015. "Return‐Implied Volatility Dynamics of High and Low Yielding Currencies," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 35(11), pages 1026-1041, November.
  • Handle: RePEc:wly:jfutmk:v:35:y:2015:i:11:p:1026-1041
    as

    Download full text from publisher

    File URL: http://hdl.handle.net/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Jeff Fleming & Barbara Ostdiek & Robert E. Whaley, 1995. "Predicting stock market volatility: A new measure," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 15(3), pages 265-302, May.
    2. Melvin, Michael & Taylor, Mark P., 2009. "The crisis in the foreign exchange market," Journal of International Money and Finance, Elsevier, vol. 28(8), pages 1317-1330, December.
    3. Arize, Augustine C & Osang, Thomas & Slottje, Daniel J, 2000. "Exchange-Rate Volatility and Foreign Trade: Evidence from Thirteen LDC's," Journal of Business & Economic Statistics, American Statistical Association, vol. 18(1), pages 10-17, January.
    4. Wang, Jianxin & Yang, Minxian, 2009. "Asymmetric volatility in the foreign exchange markets," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 19(4), pages 597-615, October.
    5. Hanno Lustig & Nikolai Roussanov & Adrien Verdelhan, 2011. "Common Risk Factors in Currency Markets," Review of Financial Studies, Society for Financial Studies, vol. 24(11), pages 3731-3777.
    6. Chaiyuth Padungsaksawasdi & Robert T. Daigler, 2014. "The Return‐Implied Volatility Relation for Commodity ETFs," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 34(3), pages 261-281, March.
    7. Schwert, G William, 1989. " Why Does Stock Market Volatility Change over Time?," Journal of Finance, American Finance Association, vol. 44(5), pages 1115-1153, December.
    8. Bartram, Söhnke M. & Bodnar, Gordon M., 2009. "No place to hide: The global crisis in equity markets in 2008/2009," Journal of International Money and Finance, Elsevier, vol. 28(8), pages 1246-1292, December.
    9. Coudert, Virginie & Couharde, Cécile & Mignon, Valérie, 2011. "Exchange rate volatility across financial crises," Journal of Banking & Finance, Elsevier, vol. 35(11), pages 3010-3018, November.
    10. Christiansen, Charlotte & Ranaldo, Angelo & Söderlind, Paul, 2011. "The Time-Varying Systematic Risk of Carry Trade Strategies," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 46(4), pages 1107-1125, August.
    11. Dwyer, Gerald P. & Tkac, Paula, 2009. "The financial crisis of 2008 in fixed-income markets," Journal of International Money and Finance, Elsevier, vol. 28(8), pages 1293-1316, December.
    12. Viaene, Jean-Marie & de Vries, Casper G., 1992. "International trade and exchange rate volatility," European Economic Review, Elsevier, vol. 36(6), pages 1311-1321, August.
    13. Lukas Menkhoff & Lucio Sarno & Maik Schmeling & Andreas Schrimpf, 2012. "Carry Trades and Global Foreign Exchange Volatility," Journal of Finance, American Finance Association, vol. 67(2), pages 681-718, April.
    14. Mohsen Bahmani‐Oskooee & Scott W. Hegerty, 2007. "Exchange rate volatility and trade flows: a review article," Journal of Economic Studies, Emerald Group Publishing Limited, vol. 34(3), pages 211-255, August.
    15. Ederington, Louis H. & Guan, Wei, 2010. "How asymmetric is U.S. stock market volatility?," Journal of Financial Markets, Elsevier, vol. 13(2), pages 225-248, May.
    16. Roger Koenker & Kevin F. Hallock, 2001. "Quantile Regression," Journal of Economic Perspectives, American Economic Association, vol. 15(4), pages 143-156, Fall.
    17. Baillie, Richard T. & Chang, Sanders S., 2011. "Carry trades, momentum trading and the forward premium anomaly," Journal of Financial Markets, Elsevier, vol. 14(3), pages 441-464, August.
    18. Clarida, Richard & Davis, Josh & Pedersen, Niels, 2009. "Currency carry trade regimes: Beyond the Fama regression," Journal of International Money and Finance, Elsevier, vol. 28(8), pages 1375-1389, December.
    19. Robert T. Daigler & Ann Marie Hibbert & Ivelina Pavlova, 2014. "Examining the Return–Volatility Relation for Foreign Exchange: Evidence from the Euro VIX," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 34(1), pages 74-92, January.
    20. Dwyer, Gerald P. & Lothian, James R., 2012. "International and historical dimensions of the financial crisis of 2007 and 2008," Journal of International Money and Finance, Elsevier, vol. 31(1), pages 1-9.
    21. Bartram, Söhnke M. & Bodnar, Gordon M., 2009. "No Place To Hide: The Global Crisis in Equity Markets in 2008/09," MPRA Paper 15955, University Library of Munich, Germany.
    22. Poterba, James M & Summers, Lawrence H, 1986. "The Persistence of Volatility and Stock Market Fluctuations," American Economic Review, American Economic Association, vol. 76(5), pages 1142-1151, December.
    23. Yamamoto, Ryuichi, 2010. "Asymmetric volatility, volatility clustering, and herding agents with a borrowing constraint," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 389(6), pages 1208-1214.
    24. Hooper, Peter & Kohlhagen, Steven W., 1978. "The effect of exchange rate uncertainty on the prices and volume of international trade," Journal of International Economics, Elsevier, vol. 8(4), pages 483-511, November.
    25. Cushman, David O., 1983. "The effects of real exchange rate risk on international trade," Journal of International Economics, Elsevier, vol. 15(1-2), pages 45-63, August.
    26. Verheyen, Florian, 2012. "Bilateral exports from euro zone countries to the US — Does exchange rate variability play a role?," International Review of Economics & Finance, Elsevier, vol. 24(C), pages 97-108.
    27. Talpsepp, Tõnn & Rieger, Marc Oliver, 2010. "Explaining asymmetric volatility around the world," Journal of Empirical Finance, Elsevier, vol. 17(5), pages 938-956, December.
    28. Hibbert, Ann Marie & Daigler, Robert T. & Dupoyet, Brice, 2008. "A behavioral explanation for the negative asymmetric return-volatility relation," Journal of Banking & Finance, Elsevier, vol. 32(10), pages 2254-2266, October.
    29. Bekaert, Geert & Wu, Guojun, 2000. "Asymmetric Volatility and Risk in Equity Markets," Review of Financial Studies, Society for Financial Studies, vol. 13(1), pages 1-42.
    30. Michael D. McKenzie, 1999. "The Impact of Exchange Rate Volatility on International Trade Flows," Journal of Economic Surveys, Wiley Blackwell, vol. 13(1), pages 71-106, February.
    31. Kevin B. Grier & Aaron D. Smallwood, 2007. "Uncertainty and Export Performance: Evidence from 18 Countries," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 39(4), pages 965-979, June.
    32. Park, Beum-Jo, 2011. "Asymmetric herding as a source of asymmetric return volatility," Journal of Banking & Finance, Elsevier, vol. 35(10), pages 2657-2665, October.
    33. Koenker, Roger W & Bassett, Gilbert, Jr, 1978. "Regression Quantiles," Econometrica, Econometric Society, vol. 46(1), pages 33-50, January.
    34. Markus K. Brunnermeier & Stefan Nagel & Lasse H. Pedersen, 2009. "Carry Trades and Currency Crashes," NBER Chapters, in: NBER Macroeconomics Annual 2008, Volume 23, pages 313-347, National Bureau of Economic Research, Inc.
    35. Christie, Andrew A., 1982. "The stochastic behavior of common stock variances : Value, leverage and interest rate effects," Journal of Financial Economics, Elsevier, vol. 10(4), pages 407-432, December.
    36. Kim, Minho & Kim, Minchoul, 2003. "Implied volatility dynamics in the foreign exchange markets," Journal of International Money and Finance, Elsevier, vol. 22(4), pages 511-528, August.
    37. Ihsan Ullah Badshah, 2013. "Quantile Regression Analysis of the Asymmetric Return‐Volatility Relation," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 33(3), pages 235-265, March.
    38. Bates, David S., 2000. "Post-'87 crash fears in the S&P 500 futures option market," Journal of Econometrics, Elsevier, vol. 94(1-2), pages 181-238.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Yue Chen & Juan Lin & Ximing Wu, 2022. "Revisiting the return‐volatility relationship of exchange rates: New evidence from offshore RMB," Pacific Economic Review, Wiley Blackwell, vol. 27(3), pages 277-294, August.
    2. Badshah, Ihsan & Frijns, Bart & Knif, Johan & Tourani-Rad, Alireza, 2016. "Asymmetries of the intraday return-volatility relation," International Review of Financial Analysis, Elsevier, vol. 48(C), pages 182-192.
    3. Bekiros, Stelios & Jlassi, Mouna & Naoui, Kamel & Uddin, Gazi Salah, 2017. "The asymmetric relationship between returns and implied volatility: Evidence from global stock markets," Journal of Financial Stability, Elsevier, vol. 30(C), pages 156-174.

    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. Bekiros, Stelios & Jlassi, Mouna & Naoui, Kamel & Uddin, Gazi Salah, 2017. "The asymmetric relationship between returns and implied volatility: Evidence from global stock markets," Journal of Financial Stability, Elsevier, vol. 30(C), pages 156-174.
    2. Robert T. Daigler & Ann Marie Hibbert & Ivelina Pavlova, 2014. "Examining the Return–Volatility Relation for Foreign Exchange: Evidence from the Euro VIX," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 34(1), pages 74-92, January.
    3. Badshah, Ihsan & Frijns, Bart & Knif, Johan & Tourani-Rad, Alireza, 2016. "Asymmetries of the intraday return-volatility relation," International Review of Financial Analysis, Elsevier, vol. 48(C), pages 182-192.
    4. Agbeyegbe, Terence D., 2015. "An inverted U-shaped crude oil price return-implied volatility relationship," Review of Financial Economics, Elsevier, vol. 27(C), pages 28-45.
    5. Yue Chen & Juan Lin & Ximing Wu, 2022. "Revisiting the return‐volatility relationship of exchange rates: New evidence from offshore RMB," Pacific Economic Review, Wiley Blackwell, vol. 27(3), pages 277-294, August.
    6. Yue, Tian & Ruan, Xinfeng & Gehricke, Sebastian & Zhang, Jin E., 2023. "The volatility index and volatility risk premium in China," The Quarterly Review of Economics and Finance, Elsevier, vol. 91(C), pages 40-55.
    7. Chaiyuth Padungsaksawasdi & Robert T. Daigler, 2014. "The Return‐Implied Volatility Relation for Commodity ETFs," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 34(3), pages 261-281, March.
    8. Prasenjit Chakrabarti & K. Kiran Kumar, 2017. "Does behavioural theory explain return-implied volatility relationship? Evidence from India," Cogent Economics & Finance, Taylor & Francis Journals, vol. 5(1), pages 1355521-135, January.
    9. Mulder, Arjen & Tims, Ben, 2018. "Conditioning carry trades: Less risk, more return," Journal of International Money and Finance, Elsevier, vol. 85(C), pages 1-19.
    10. Emmanuel Anoruo & Vasudeva N. R. Murthy, 2017. "An examination of the REIT return–implied volatility relation: a frequency domain approach," Journal of Economics and Finance, Springer;Academy of Economics and Finance, vol. 41(3), pages 581-594, July.
    11. Zhang, Xinxin & Bouri, Elie & Xu, Yahua & Zhang, Gongqiu, 2022. "The asymmetric relationship between returns and implied higher moments: Evidence from the crude oil market," Energy Economics, Elsevier, vol. 109(C).
    12. Taufiq Choudhry & Ranadeva Jayasekera, 2015. "Level of efficiency in the UK equity market: empirical study of the effects of the global financial crisis," Review of Quantitative Finance and Accounting, Springer, vol. 44(2), pages 213-242, February.
    13. Erdal Demirhan & Banu Demirhan, 2015. "The Dynamic Effect of ExchangeRate Volatility on Turkish Exports: Parsimonious Error-Correction Model Approach," Panoeconomicus, Savez ekonomista Vojvodine, Novi Sad, Serbia, vol. 62(4), pages 429-451, September.
    14. Beber, Alessandro & Brandt, Michael, 2014. "Switching Risk Off: FX Correlations and Risk Premia," CEPR Discussion Papers 10214, C.E.P.R. Discussion Papers.
    15. Karim, Muhammad Mahmudul & Kawsar, Najmul Haque & Ariff, Mohamed & Masih, Mansur, 2022. "Does implied volatility (or fear index) affect Islamic stock returns and conventional stock returns differently? Wavelet-based granger-causality, asymmetric quantile regression and NARDL approaches," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 77(C).
    16. Stijn Claessens & M Ayhan Kose, 2017. "Asset prices and macroeconomic outcomes: a survey," BIS Working Papers 676, Bank for International Settlements.
    17. Lumengo Bonga-Bonga & Sefora Motena Rangoanana, 2022. "Carry Trade and Capital Market Returns in South Africa," JRFM, MDPI, vol. 15(11), pages 1-13, October.
    18. Bakshi, Gurdip & Panayotov, George, 2013. "Predictability of currency carry trades and asset pricing implications," Journal of Financial Economics, Elsevier, vol. 110(1), pages 139-163.
    19. Chang‐Che Wu & MeiChi Huang & Chih‐Chiang Wu, 2021. "The role of asymmetry and dynamics in carry trade and general financial markets," The Financial Review, Eastern Finance Association, vol. 56(2), pages 331-353, May.
    20. Bekaert, Geert & Panayotov, George, 2020. "Good Carry, Bad Carry," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 55(4), pages 1063-1094, June.

    More about this item

    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:wly:jfutmk:v:35:y:2015:i:11:p:1026-1041. 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: Wiley Content Delivery (email available below). General contact details of provider: http://www.interscience.wiley.com/jpages/0270-7314/ .

    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.