Asymmetric Volatility of Exchange Rate Returns Under The EMS: Some Evidence From Quantile Regression Approach for Tgarch Models
This paper investigates the systematic impact of the European Monetary System EMS) on asymmetry in volatility of exchange rates vis-a-vis the Deutsche Mark. It seems plausible that the symmetric fluctuation band in the EMS affects asymmetric volatility and this id dominant at extreme returns. To examine the plausibility, this paper proposes quantile regression for threshold GARCH models (QRTGARCH), which allows an asymmetric reaction of conditional volatility to shocks without any rigid distributional assumptions. Further, it is well suited to precisely capture the asymmetric behaviors of conditional volatility over different levels of returns. The empirical finding suggests that the EMS seems to have some systematic effect on the asymmetry in volatility at moderate level of unpredictable returns. Especially, the estimation results of the QRTGARCH show that after the EMS conditional volatility for most of EMS currencies tends to grow more significantly in reaction to positive shock than negative shock at 0.1 quantile of returns distribution, so that as the unpredictable returns go down, the systematic effect of the EMS on asymmetry in volatility becomes more significant. Impressive as these results may be, the systematic effect can vary with levels of unpredictable returns. [F31, C22, or C51]
Volume (Year): 16 (2002)
Issue (Month): 1 ()
|Contact details of provider:|| Web page: http://www.tandfonline.com/RIEJ20|
|Order Information:||Web: http://www.tandfonline.com/pricing/journal/RIEJ20|
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
- Vlaar, Peter J G & Palm, Franz C, 1993. "The Message in Weekly Exchange Rates in the European Monetary System: Mean Reversion, Conditional Heteroscedasticity, and Jumps," Journal of Business & Economic Statistics, American Statistical Association, vol. 11(3), pages 351-360, July.
- Nelson, Daniel B, 1991. "Conditional Heteroskedasticity in Asset Returns: A New Approach," Econometrica, Econometric Society, vol. 59(2), pages 347-370, March.
- Pagan, Adrian R. & Schwert, G. William, 1990.
"Alternative models for conditional stock volatility,"
Journal of Econometrics,
Elsevier, vol. 45(1-2), pages 267-290.
- Adrian R. Pagan & G. William Schwert, 1989. "Alternative Models For Conditional Stock Volatility," NBER Working Papers 2955, National Bureau of Economic Research, Inc.
- Pagan, A.R. & Schwert, G.W., 1989. "Alternative Models For Conditional Stock Volatility," Papers 89-02, Rochester, Business - General.
- Jorion, Philippe, 1995. " Predicting Volatility in the Foreign Exchange Market," Journal of Finance, American Finance Association, vol. 50(2), pages 507-528, June.
- Koenker, Roger & Zhao, Quanshui, 1996. "Conditional Quantile Estimation and Inference for Arch Models," Econometric Theory, Cambridge University Press, vol. 12(05), pages 793-813, December.
- Rogoff, Kenneth, 1985. "Can exchange rate predictability be achieved without monetary convergence? : Evidence from the EMS," European Economic Review, Elsevier, vol. 28(1-2), pages 93-115.
- Kenneth S. Rogoff, 1984. "Can exchange rate predictability be achieved without monetary convergence? : evidence from the EMS," International Finance Discussion Papers 245, Board of Governors of the Federal Reserve System (U.S.).
- Schwert, G William, 1990. "Stock Volatility and the Crash of '87," Review of Financial Studies, Society for Financial Studies, vol. 3(1), pages 77-102.
- Schwert, G.W., 1989. "Stock Volatility And The Crash Of '87," Papers 89-01, Rochester, Business - General.
- G. William Schwert, 1989. "Stock Volatility and the Crash of '87," NBER Working Papers 2954, National Bureau of Economic Research, Inc.
- Paul R. Krugman, 1991. "Target Zones and Exchange Rate Dynamics," The Quarterly Journal of Economics, Oxford University Press, vol. 106(3), pages 669-682.
- repec:cup:etheor:v:12:y:1996:i:5:p:793-813 is not listed on IDEAS
- Zakoian, Jean-Michel, 1994. "Threshold heteroskedastic models," Journal of Economic Dynamics and Control, Elsevier, vol. 18(5), pages 931-955, September.
- Engle, Robert F & Ng, Victor K, 1993. " Measuring and Testing the Impact of News on Volatility," Journal of Finance, American Finance Association, vol. 48(5), pages 1749-1778, December.
- Robert F. Engle & Victor K. Ng, 1991. "Measuring and Testing the Impact of News on Volatility," NBER Working Papers 3681, National Bureau of Economic Research, Inc.
- Koenker, Roger W & Bassett, Gilbert, Jr, 1978. "Regression Quantiles," Econometrica, Econometric Society, vol. 46(1), pages 33-50, January.
- Rabemananjara, R & Zakoian, J M, 1993. "Threshold Arch Models and Asymmetries in Volatility," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 8(1), pages 31-49, Jan.-Marc.
- Bollerslev, Tim, 1987. "A Conditionally Heteroskedastic Time Series Model for Speculative Prices and Rates of Return," The Review of Economics and Statistics, MIT Press, vol. 69(3), pages 542-547, August.
- Diebold, F X & Pauly, P, 1988. "Has the EMS Reduced Member-Country Exchange Rate Volatility?," Empirical Economics, Springer, vol. 13(2), pages 81-102.
- Bollerslev, Tim, 1990. "Modelling the Coherence in Short-run Nominal Exchange Rates: A Multivariate Generalized ARCH Model," The Review of Economics and Statistics, MIT Press, vol. 72(3), pages 498-505, August.
- Kees G. Koedijk & Philip A. Stork & Casper G. De Vries, 1998. "An EMS target zone model in discrete time," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 13(1), pages 31-48.
- Antoniou, Antonios & Garrett, Ian & Priestley, Richard, 1998. "Calculating the equity cost of capital using the APT: the impact of the ERM," Journal of International Money and Finance, Elsevier, vol. 17(6), pages 949-965, December.
- Kearney, Colm & Patton, Andrew J, 2000. "Multivariate GARCH Modeling of Exchange Rate Volatility Transmission in the European Monetary System," The Financial Review, Eastern Finance Association, vol. 35(1), pages 29-48, February.
- Koenker, Roger & Park, Beum J., 1996. "An interior point algorithm for nonlinear quantile regression," Journal of Econometrics, Elsevier, vol. 71(1-2), pages 265-283.
- Hallett, Andrew Hughes & Anthony, Myrvin L., 1997. "Exchange rate behaviour under the EMS regime: was there any systematic change?," Journal of International Money and Finance, Elsevier, vol. 16(4), pages 537-560, August. Full references (including those not matched with items on IDEAS)
When requesting a correction, please mention this item's handle: RePEc:taf:intecj:v:16:y:2002:i:1:p:105-125. See general information about how to correct material in RePEc.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Michael McNulty)
If references are entirely missing, you can add them using this form.