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Testing intraday volatility spillovers in Turkish capital markets: evidence from ISE

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  • Okur, Mustafa
  • Cevik, Emrah Ismail

Abstract

The aim of this article is to examine the presence of volatility transmission between futures index and underlying stock index by using intraday data in Turkey. We first examined the sudden changes in the variance of futures index return and the underlying spot index return. Then we employed the causality in the variance tests proposed by Hong (2001) and Hafner and Herwartz (2006). According to the empirical results, the spot market was found to be Granger cause of futures market and this result suggests that the spot market plays a more dominant role in the price discovery process in Turkey.

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  • Okur, Mustafa & Cevik, Emrah Ismail, 2013. "Testing intraday volatility spillovers in Turkish capital markets: evidence from ISE," MPRA Paper 71477, University Library of Munich, Germany, revised 2013.
    • Handle: RePEc:pra:mprapa:71477
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    1. Bradley T. Ewing & Farooq Malik, 2010. "Estimating Volatility Persistence in Oil Prices Under Structural Breaks," The Financial Review, Eastern Finance Association, vol. 45(4), pages 1011-1023, November.
    2. Bala Arshanapalli & John Doukas, 1994. "Common volatility in S&P 500 stock index and S&P 500 index futures prices during October 1987," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 14(8), pages 915-925, December.
    3. Guglielmo Caporale & Nikitas Pittis & Nicola Spagnolo, 2006. "Volatility transmission and financial crises," Journal of Economics and Finance, Springer;Academy of Economics and Finance, vol. 30(3), pages 376-390, September.
    4. Manolis G. Kavussanos & Ilias D. Visvikis & Panayotis D. Alexakis, 2008. "The Lead‐Lag Relationship Between Cash and Stock Index Futures in a New Market," European Financial Management, European Financial Management Association, vol. 14(5), pages 1007-1025, November.
    5. Aggarwal, Reena & Inclan, Carla & Leal, Ricardo, 1999. "Volatility in Emerging Stock Markets," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 34(1), pages 33-55, March.
    6. G. Geoffrey Booth & Raymond So, 2003. "Intraday volatility spillovers in the German equity index derivatives markets," Applied Financial Economics, Taylor & Francis Journals, vol. 13(7), pages 487-494.
    7. Elena Andreou & Eric Ghysels, 2002. "Detecting multiple breaks in financial market volatility dynamics," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 17(5), pages 579-600.
    8. Rodrigues, Paulo M.M. & Rubia, Antonio, 2007. "Testing for causality in variance under nonstationarity in variance," Economics Letters, Elsevier, vol. 97(2), pages 133-137, November.
    9. Abhay H. Abhyankar, 1995. "Return and volatility dynamics in the FT‐SE 100 stock index and stock index futures markets," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 15(4), pages 457-488, June.
    10. Bollerslev, Tim, 1986. "Generalized autoregressive conditional heteroskedasticity," Journal of Econometrics, Elsevier, vol. 31(3), pages 307-327, April.
    11. Cheung, Yin-Wong & Ng, Lilian K., 1996. "A causality-in-variance test and its application to financial market prices," Journal of Econometrics, Elsevier, vol. 72(1-2), pages 33-48.
    12. Doron Avramov & Tarun Chordia & Amit Goyal, 2006. "The Impact of Trades on Daily Volatility," The Review of Financial Studies, Society for Financial Studies, vol. 19(4), pages 1241-1277.
    13. David E. Rapach & Jack K. Strauss, 2008. "Structural breaks and GARCH models of exchange rate volatility," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 23(1), pages 65-90.
    14. Gregory Koutmos & Michael Tucker, 1996. "Temporal relationships and dynamic interactions between spot and futures stock markets," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 16(1), pages 55-69, February.
    15. Angel Pardo & Hipòlit Torró, 2007. "Trading with Asymmetric Volatility Spillovers," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 34(9‐10), pages 1548-1568, November.
    16. Lamoureux, Christopher G & Lastrapes, William D, 1990. "Persistence in Variance, Structural Change, and the GARCH Model," Journal of Business & Economic Statistics, American Statistical Association, vol. 8(2), pages 225-234, April.
    17. Martin T. Bohl & Christian A. Salm & Bernd Wilfling, 2011. "Do individual index futures investors destabilize the underlying spot market?," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 31(1), pages 81-101, January.
    18. Phil Holmes, 1996. "Spot price volatility, information and futures trading: evidence from a thinly traded market," Applied Economics Letters, Taylor & Francis Journals, vol. 3(1), pages 63-66.
    19. Antonios Antoniou & Phil Holmes & Richard Priestley, 1998. "The effects of stock index futures trading on stock index volatility: An analysis of the asymmetric response of volatility to news," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 18(2), pages 151-166, April.
    20. Panagiotis Mantalos & Ghazi Shukur, 2010. "The effect of spillover on the Granger causality test," Journal of Applied Statistics, Taylor & Francis Journals, vol. 37(9), pages 1473-1486.
    21. Yoshio Iihara & Kiyoshi Kato & Toshifumi Tokunaga, 1996. "Intraday return dynamics between the cash and the futures markets in Japan," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 16(2), pages 147-162, April.
    22. Arago-Manzana, Vicent & Fernandez-Izquierdo, Maria Angeles, 2007. "Influence of structural changes in transmission of information between stock markets: A European empirical study," Journal of Multinational Financial Management, Elsevier, vol. 17(2), pages 112-124, April.
    23. van Dijk, Dick & Osborn, Denise R. & Sensier, Marianne, 2005. "Testing for causality in variance in the presence of breaks," Economics Letters, Elsevier, vol. 89(2), pages 193-199, November.
    24. Chan, Kalok & Chan, K C & Karolyi, G Andrew, 1991. "Intraday Volatility in the Stock Index and Stock Index Futures Markets," The Review of Financial Studies, Society for Financial Studies, vol. 4(4), pages 657-684.
    25. Hyun-Jung Ryoo & Graham Smith, 2004. "The impact of stock index futures on the Korean stock market," Applied Financial Economics, Taylor & Francis Journals, vol. 14(4), pages 243-251.
    26. Guangzhong Li & James Refalo & Lifan Wu, 2008. "Causality-in-variance and causality-in-mean among European government bond markets," Applied Financial Economics, Taylor & Francis Journals, vol. 18(21), pages 1709-1720.
    27. Kasman, Adnan & Kasman, Saadet, 2008. "The impact of futures trading on volatility of the underlying asset in the Turkish stock market," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 387(12), pages 2837-2845.
    28. Hong, Yongmiao, 2001. "A test for volatility spillover with application to exchange rates," Journal of Econometrics, Elsevier, vol. 103(1-2), pages 183-224, July.
    29. Mahmod Qadan & Joseph Yagil, 2012. "Main Or Satellite? Testing Causality‐In‐Mean And Variance For Dually Listed Stocks," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 17(3), pages 279-289, July.
    30. Zhong, Maosen & Darrat, Ali F. & Otero, Rafael, 2004. "Price discovery and volatility spillovers in index futures markets: Some evidence from Mexico," Journal of Banking & Finance, Elsevier, vol. 28(12), pages 3037-3054, December.
    31. Param Silvapulle & Imad A. Moosa, 1999. "The relationship between spot and futures prices: Evidence from the crude oil market," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 19(2), pages 175-193, April.
    32. Andreu Sansó & Vicent Aragó & Josep Lluís Carrion, 2003. "Testing for Changes in the Unconditional Variance of Financial Time Series," DEA Working Papers 5, Universitat de les Illes Balears, Departament d'Economía Aplicada.
    33. Jae H. Min & Mohammad Najand, 1999. "A further investigation of the lead–lag relationship between the spot market and stock index futures: Early evidence from Korea," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 19(2), pages 217-232, April.
    34. Gang Shyy & Vasumathi Vijayraghavan & Brian Scott‐Quinn, 1996. "A further investigation of the lead‐lag relationship between the cash market and stock index futures market with the use of bid/ask quotes: The case of France," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 16(4), pages 405-420, June.
    35. Hillebrand, Eric, 2005. "Neglecting parameter changes in GARCH models," Journal of Econometrics, Elsevier, vol. 129(1-2), pages 121-138.
    36. Wang, Kuan-Min & Nguyen Thi, Thanh-Binh, 2007. "Testing for contagion under asymmetric dynamics: Evidence from the stock markets between US and Taiwan," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 376(C), pages 422-432.
    37. Hafner, Christian M. & Herwartz, Helmut, 2006. "A Lagrange multiplier test for causality in variance," Economics Letters, Elsevier, vol. 93(1), pages 137-141, October.
    38. Liu, Xiangli & Cheng, Siwei & Wang, Shouyang & Hong, Yongmiao & Li, Yi, 2008. "An empirical study on information spillover effects between the Chinese copper futures market and spot market," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 387(4), pages 899-914.
    39. Pierluigi Bologna & Laura Cavallo, 2002. "Does the introduction of stock index futures effectively reduce stock market volatility? Is the 'futures effect' immediate? Evidence from the Italian stock exchange using GARCH," Applied Financial Economics, Taylor & Francis Journals, vol. 12(3), pages 183-192.
    40. Raymond W. So & Yiuman Tse, 2004. "Price discovery in the hang seng index markets: Index, futures, and the tracker fund," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 24(9), pages 887-907, September.
    41. Grunbichler Andreas & Longstaff Francis A. & Schwartz Eduardo S., 1994. "Electronic Screen Trading and the Transmission of Information: An Empirical Examination," Journal of Financial Intermediation, Elsevier, vol. 3(2), pages 166-187, March.
    42. Fernandez, Viviana, 2006. "The impact of major global events on volatility shifts: Evidence from the Asian crisis and 9/11," Economic Systems, Elsevier, vol. 30(1), pages 79-97, March.
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    More about this item

    Keywords

    Spot and Futures Markets; Structural Breaks in Variance; Volatility Spillovers; Intraday Data; Causality in Variance.;
    All these keywords.

    JEL classification:

    • G10 - Financial Economics - - General Financial Markets - - - General (includes Measurement and Data)
    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates
    • G15 - Financial Economics - - General Financial Markets - - - International Financial Markets

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