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An Analysis of Dynamic Spillover in India’s Forex Derivatives Markets

  • Wasim Ahmad
  • Shirin Rais
  • Ritesh Kumar Mishra
Chapter

Abstract

This chapter uses multivariate GARCH models to study volatility spillovers in foreign exchange markets. The study is based on daily data of futures and spot of four exchange rates viz., EURO/INR, GBP/INR, USD/INR and JPY/INR, traded on NSE and MCX-SX for the period February 2010 to November 2014. The main objective is to examine the dynamic spillover in India’s forex derivatives markets. The study suggests that the static spillover analysis explicitly categorizes the sample exchange rates into net transmitters and net receivers. The dynamic spillover analysis shows periods wherein the roles of emitters and recipients of return and volatility spillovers can be interrupted or even reversed. Thus, even if some commonalities appear in each identified category of exchange rates, such commonalities are event specific and time dependent.

References

  1. Abhyankar, H. A. (1995). Trading-round-the clock: Return, volatility and volume spillovers in the Eurodollar futures markets. Pacific-Basin Finance Journal, 3, 75–92.CrossRefGoogle Scholar
  2. Antonakakis, N. (2012). Exchange return co-movements and volatility spillovers before and after the introduction of euro. Journal of International Financial Markets, Institutions & Money, 22, 1091–1109.CrossRefGoogle Scholar
  3. Antonakakis, N., & Kizys, R. (2015). Dynamic spillovers between commodity and currency markets. International Review of Financial Analysis, 41, 303–319.Google Scholar
  4. Asimakopoulos, I., Ayling, D., & Mahmood, W. M. (2000). Non-linear Granger causality in currency futures returns. Economics Letters, 68, 25–30.CrossRefGoogle Scholar
  5. Awartani, B., & Maghyereh, I. A. (2013). Dynamic spillovers between oil and stock markets in the Gulf Cooperation Council countries. Energy Economics, 36, 28–42.CrossRefGoogle Scholar
  6. Behera, K. H. (2011). Onshore and offshore market for Indian rupee: Recent evidence on volatility and shock spillover. Macroeconomics and Finance in Emerging Market Economies, 4(1), 43–55.CrossRefGoogle Scholar
  7. BIS. (2013). Triennial central bank survey. Basel: Bank for International Settlements.Google Scholar
  8. Bubak, V., Kocenda, E., & Zikes, F. (2011). Volatility transmission in emerging European foreign exchange markets. Journal of Banking & Finance, 35, 2829–2841.CrossRefGoogle Scholar
  9. Chan, L., & Lien, D. (2006). Are options redundant? Further evidence from currency futures markets. International Review of Financial Analysis, 15, 179–188.CrossRefGoogle Scholar
  10. Chan, K., Chan, K. C., & Karolyi, G. A. (1991). Intraday volatility in the stock index and stock index futures markets. The Review of Financial Studies, 4(4), 657–684.CrossRefGoogle Scholar
  11. Ciner, C. (2011). Information transmission across currency futures markets: Evidence from frequency domain tests. International Review of Financial Analysis, 20, 134–139.CrossRefGoogle Scholar
  12. Claessens, S., Dornbusch, R., & Park, C. Y. (2001). Contagion: Why crises spread and how this can be stopped. In S. Claessens & J. K. Forbes (Eds.), International Financial Contagion (pp. 19–41). New York: Springer.CrossRefGoogle Scholar
  13. Diebold, F. X., & Yilmaz, K. (2009). Measuring financial asset return and volatility spillovers, with application to global equity markets. Economic Journal, 119, 158–171.CrossRefGoogle Scholar
  14. Diebold, F. X., & Yilmaz, K. (2012). Better to give than to receive: Predictive directional measurement of volatility spillovers. International Journal of Forecasting, 28, 57–66.CrossRefGoogle Scholar
  15. Economic Survey (2014–2015). State of the economy. New Delhi: Ministry of Finance, Government of India.Google Scholar
  16. Elyasiani, E., Kocagil, E. A., & Mansur, I. (2007). Information transmission and spillover in currency markets: A generalized variance decomposition analysis. The Quarterly Review of Economics and Finance, 47, 312–330.CrossRefGoogle Scholar
  17. Engle, R. F. (2002). Dynamic conditional correlation: A simple class of multivariate generalized autoregressive conditional heteroskedasticity models. Journal of Business & Economic Statistics, 20, 339–350.CrossRefGoogle Scholar
  18. Engle, R. F., Ito, T., & Lin, W.-L. (1990). Meteor showers or heat waves? Heteroskedastic intra-daily volatility in the foreign exchange market. Econometrica, 58(3), 525–542.CrossRefGoogle Scholar
  19. Fung, H. G., & Patterson, G. A. (1999). The dynamic relationship of volatility, volume, and market depth in currency futures markets. Journal of International Financial Markets, Institutions and Money, 9, 33–59.CrossRefGoogle Scholar
  20. Fung, H. G., Leung, K. W., & Xu, X. (2001). Information role of US futures trading in a global financial market. Journal of Futures Markets, 21(11), 1071–1090.CrossRefGoogle Scholar
  21. Gagnon, L., & Karolyi, A. G. (2006). Price and volatility transmision across borders. Financial Markets, Institutions and Instruments, 17(3), 107–158.CrossRefGoogle Scholar
  22. Garman, B. M., & Klass, J. M. (1980). On the estimation of security price volatilities from historical data. The Journal of Business, 53(1), 67–78.CrossRefGoogle Scholar
  23. Han, L. M., & Ozocak, O. (2002). Risk–return relationships in foreign-currency futures following macroeconomic announcements. Journal of Futures Markets, 22(8), 729–764.CrossRefGoogle Scholar
  24. Harvey, C. R., & Huang, R. D. (1991). Volatility in the foreign currency futures. Review of Financial Studies, 4(3), 543–569.CrossRefGoogle Scholar
  25. Hong, Y. (2001). A test for volatility spillover with application to exchange rates. Journal of Econometrics, 103(1–2), 183–224.CrossRefGoogle Scholar
  26. Hua, R., & Chen, B. (2007). International linkages of the Chinese futures markets. Applied Financial Economics, 17(6), 1275–1287.CrossRefGoogle Scholar
  27. Inagaki, K. (2007). Testing for volatility spillover between the British pound and the euro. Research in International Business and Finance, 21, 161–174.CrossRefGoogle Scholar
  28. Karmakar, M. (2009). Price discoveries and volatility spillovers in S&P CNX Nifty future and its underlying index CNX Nifty. Vikalpa, 34(2), 41–56.CrossRefGoogle Scholar
  29. Kitamura, Y. (2010). Testing for intraday interdependence and volatility spillover among the euro, the pound and the Swiss franc markets. Research in International Business and Finance, 24, 158–171.CrossRefGoogle Scholar
  30. Koop, G., Pesaran, M. H., & Potter, S. M. (1996). Impulse response analysis in nonlinear multivariate models. Journal of Econometrics, 74, 119–147.CrossRefGoogle Scholar
  31. Kumar, M. (2011). Return and volatility spillovers: Evidence from Indian exchange rates. International Journal of Economics and Business Research, 3(4), 371–387.CrossRefGoogle Scholar
  32. Kumar, D. (2014). Correlations, return and volatility spillovers in Indian exchange rates. Global Business Review, 15(1), 77–91.CrossRefGoogle Scholar
  33. Lin, W. L., Engle, R. F., & Ito, T. (1994). Do bulls and bears move across borders? International transmission of stock returns and volatility. Review of Financial Studies, 7(3), 507–537.CrossRefGoogle Scholar
  34. Mahalik, K. M., Acharya, D., & Babu, S. M. (2010). Price discovery and volatility spillovers in futures and spot commodity markets: Some empirical evidence from India. IGIDR working paper no. PP-062-10.Google Scholar
  35. McMillan, D. G., & Speight, A. E. (2010). Return and volatility spillovers in three euro exchange rates. Journal of Economics and Business, 62, 79–93.CrossRefGoogle Scholar
  36. MCX-SX. (2014). Compat uphelds CCI order on “zero pricing” in favour of MCX-SX. Mumbai: MCX-SX.Google Scholar
  37. Miyajima, K., & Shim, I. (2014, September). Asset managers in emerging market economies. BIS Quarterly Review, pp. 19–34.Google Scholar
  38. Najand, M., Rahman, H., & Yung, K. (1992). Inter-currency transmission of volatility in foreign exchange futures. Journal of Futures Markets, 12(6), 609–620.CrossRefGoogle Scholar
  39. Nikkinen, J., Salhstrom, P., & Vahamaa, S. (2006). Implied volatility linkages among major European currencies. Journal of International Financial Markets, Institutions and Money, 19, 289–305.Google Scholar
  40. Patnaik, A. (2013). A study of volatility spillover across select foreign exchange rates in India using dynamic conditional correlations. Journal of Quantitative Economics, 11(1&2 (Combined)), 28–47.Google Scholar
  41. Pesaran, M. H., & Shin, Y. (1998). Generalized impulse response analysis in linear multivariate models. Economics Letters, 58, 17–29.CrossRefGoogle Scholar
  42. Ray, P. (2014, July). The rupee in distress. ICRA Bulletin, Money and Finance, 41–62.Google Scholar
  43. 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.CrossRefGoogle Scholar
  44. Roope, M., & Zurbruegg, R. (2002). The intraday price discovery process between the Singapore exchange and Taiwan futures exchange. Journal of Futures Markets, 22(3), 219–240.CrossRefGoogle Scholar
  45. SEBI. (2013). Handbook of statistics on Indian securities market 2013. Mumbai: Security and Exchange Board of India (SEBI).Google Scholar
  46. Sehgal, S., Ahmad, W., & Deisting, F. (2014). An empirical examination of the process of information transmission in India’s agriculture futures markets. Journal of Quantitative Economics, 12(1), 97–126.Google Scholar
  47. Sehgal, S., Ahmad, W., & Deisting, F. (2015). An investigation of price discovery and volatility spillovers in India’s foreign exchange market. Journal of Economic Studies, 42(2), 261–284.CrossRefGoogle Scholar
  48. Sharma, S. (2011). An empirical analysis of the relationship between currency futures and exchange rate volatility in India. RBI working paper series no. WPS DEAP, 1/2011.Google Scholar
  49. Tamakoshi, G., & Hamori, S. (2014). On cross-currency transmissions between US dollar and euro LIBOR-OIS spreads. Research in International Business and Finance, 30, 83–90.CrossRefGoogle Scholar
  50. Tse, Y. (1999). Price discovery and volatility spillovers in the DJIA index and futures markets. Journal of Futures Markets, 19(8), 911–930.CrossRefGoogle Scholar
  51. World Bank. (2013). India development update. Washington, DC: Economic Policy and Poverty Team, The World Bank.Google Scholar
  52. Xu, X. E., & Fung, H. G. (2005). Cross-market linkages between US and Japanese precious metals futures trading. Journal of International Financial Markets, Institutions and Money, 15(2), 107–124.CrossRefGoogle Scholar

Copyright information

© The Author(s) 2017

Authors and Affiliations

  • Wasim Ahmad
    • 1
  • Shirin Rais
    • 2
  • Ritesh Kumar Mishra
    • 3
  1. 1.Department of Economic SciencesIndian Institute of Technology KanpurKanpurIndia
  2. 2.Department of EconomicsAligarh Muslim UniversityAligarhIndia
  3. 3.Guru Gobind Singh Indraprastha UniversityDelhiIndia

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