Dynamic relationship between major future FOREX markets in the post Global Financial Crisis

  • Konstantinos Tsiaras Ioannina
Keywords: future FOREX market, cDCC-FIGARCH model, Global Financial Crisis, Financial contagion


This paper seeks to investigate the time-varying conditional correlations to the futures FOREX market returns. We employ a dynamic conditional correlation (DCC) Generalized ARCH (GARCH) model to find potential contagion effects among the markets. The under investigation period is 2014-2019. We focus on four major futures FOREX markets namely JPY/USD, KRW/USD, EUR/USD and INR/USD. Empirical results show increase in conditional correlation or contagion for all the pairs of future FOREX markets. Based on the dynamic conditional correlations, KRW/USD seems to be the safest futures FOREX market. The results are of interest to policymakers who provide regulations for the futures FOREX markets.

JEL Classification Codes: C58, C61, G11, G15


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Aboura, S., & Chevallier, J. (2015). Volatility returns with vengeance: financial market vs. commodities. Res. Int. Bus. Finance, 33, 334–354.

Allen, F., & Gale, D. (2000). Financial contagion. Journal of Political Economy, 108(1), 1–33.

Baur, D.G., & Lucey, B.M. (2010). Is gold a hedge or a safe haven? An analysis of stocks, bonds and gold. Financ. Rev, 45, 217–229.

Baur, D.G., & McDermott, T.K. (2010). Is gold a safe haven? International evidence. J. Bank. Finance, 34, 1886–1898.

Bekiros, S.D., & Diks, C.G.H. (2008). The relationship between crude oil spot and futures prices: cointegration, linear and nonlinear causality. Energy Economics, 30, 2673–2685.

Belke, A., & Gokus, C. (2011). Volatility Patterns of CDS, Bond and Stock Markets before and during the Financial Crisis Evidence from Major Financial Institutions. Deutsches Institut fur Wirtschaftsforschung.

Belousova, J., & Dorfleitner, G. (2012). On the diversification benefits of commodities from the perspective of euro investors. J. Bank. Financ, 36, 2455–2472.

Caramazza, F., Ricci, L., & Salgado, R. (2004). International financial contagion in currency crises. Journal of International Money and Finance, 23(1), 51–70.

Cartwright, P.A., & Riabko, N. (2015). Measuring the effect of oil prices on wheat futures prices. Res. Int. Bus. Finance, 33, 335–369.

Chou, R. K., & Chung, H. (2006). Decimalization, Trading Costs, and Information Transmission Between ETFs and Index Futures. Journal of Futures Markets, 26(2), 131–151.

Clark, P. (1973). A Subordinated Stochastic Process Model with Finite Variance for Speculative Prices. Econometrica, 41(1), 135–155.

Driesprong, G., Jacobsen, B., & Maat, B. (2008). Striking oil: Another puzzle? Journal of Financial Economics, 89, 307–327.

Fonseca, J. D., & Gottschalk, K. (2012). The Co-movement of Credit Default Swap Spreads, Stock Market Returns and Volatilities: Evidence from AsiaPacific Markets.

Forbes, K. (2001). Are trade links important determinants of country vulnerability to crises? NBER working paper no. 8194. Cambridge, Massachusetts: National Bureau of Economic Research.

Forbes, K., & Rigobon, R. (2002). No contagion, Only Interdependence: Measuring Stock Market CoMovements. Journal of Finance, 57, 2223-2261.

Guo, H., & Kliesen, K. L. (2005). Oil price volatility and U.S. macroeconomic activity. Federal Reserve Bank of St. Louis Review, 87, 669–684.

Haigh, M. S., & Holt, M. T. (2002). Crack spread hedging: Accounting for time-varying volatility spillovers in the energy futures markets. Journal of Applied Econometrics, 17, 269–289.

Huchet, N., & Gueye Fam, P. (2016). The role of speculation in international futures markets on commodity prices. Res. Int. Bus. Finance, 3, 49–65.

Huang, B.N., Yang, C.W., & Hwang, M.J. (2009). The dynamics of a nonlinear relationship between crude oil spot and futures prices: a multivariate threshold regression approach. Energy Economics, 31, 91–98.

Kaminsky, G., Carmen R., & Vegh, C. (2002). Two hundred years of contagion. University of Maryland (unpublished).

Karyotis, C., & Alijani, S. (2016). Soft commodities and the global financial crisis: implications for the economy, resources and institutions. Res. Int. Bus. Financ, 37, 350–359.

Kilian, L. (2008). The economic effects of energy price shocks. Journal of Economic Literature. American Economic Association, 46(4), 871–909.

Maslyuk, S., & Smyth, R. (2009). Cointegration between oil spot and future prices of the same and different grades in the presence of structural change. Energy Policy, 37, 1687–1693.

Malik, F., & Hammoudeh, S. (2007). Shock and volatility transmission in the oil, US and gulf equity markets. International Review of Economics and Finance, 16, 357–368.

Rittler, D. (2012). Price Discovery and Volatility Spillovers in the European Union Emissions Trading Scheme: A High-frequency Analysis. Journal of Banking & Finance, 36(3), 774–785.

Schnabel, I., & Shin, H. S. (2004). Liquidity and contagion: The crisis of 1763. Journal of the European Economic Association, 2(6), 929–968.

Serra, T. (2011). Volatility spillover between food and energy markets: a semiparametric approach. Energy Econ, 33(6), 1155–1164.

Silvennoinen, A., & Thorp, S. (2013). Financialization, crisis and commodity correlation dynamics. J. Int. Financ. Mark. Inst. Money, 24, 42–65.

Smales, L.A. (2015). Asymmetric volatility response to news sentiment in gold Futures. Int. Fin. Markets, Inst. and Money, 34, 161–172.

Singh, P., Kumar, B., & Pandey, A. (2010). Price and volatility spillovers across North American, European and Asian stock markets. Int. Rev. Financ. Anal, 19(1), 55–64.

Tao, J., & Green, C. J. (2012). Asymmetries, Causality and Correlation Between FTSE100 Spot and Futures: A DCC-TGARCH-M Analysis. International Review of Financial Analysis, 24, 26–37.

Tokat, H. A. (2013). Understanding volatility transmission mechanism among the cds markets: Europe & North America versus Brazil & Turkey. Economia Aplicada.

Wu, C., Li, J., & Zhang, W. (2005). Intradaily Periodicity and Volatility Spillovers Between International Stock Index Futures Markets. Journal of Futures Markets, 25(6), 553–585.

How to Cite
Tsiaras, K. (2020). Dynamic relationship between major future FOREX markets in the post Global Financial Crisis. Journal of Quantitative Methods, 4(1), 1-1. https://doi.org/10.29145/2020/jqm/040102