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The transmission from equity markets to commodity markets in crises periods

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  • Kae-Yih Tzeng
  • Joseph Chang Pying Shieh

Abstract

This article investigates the transmission from equity markets to commodity markets during two major financial crises, namely the Subprime Mortgage and the Sovereign Debt Crises. We perform an analysis on sub-stages from 3 January 2003 to 31 October 2013 to capture the price behaviour of both equity and commodity markets. Two financial crises indicators, VIX and CDS, are used to represent fear of a crisis. We find that correlations between commodity and equity markets are time-varying and highly volatile during a financial crisis. While sharing some common features, commodities cannot be considered a homogeneous asset class. Segmentation characteristics of commodity markets disappear in times of financial crises, reducing their substitutability as an investment portfolio for asset diversification purposes. Through our test for Granger causality, we find the existence of transmission during a financial crisis. Volatility spillover effect also plays a major role as transmission mechanisms. After the collapse of Lehman Brothers, commodities decoupled from the VIX rather soon, and there is an increase in correlation with the CDS. In addition, we find the decoupling effect of most commodities show insignificant correlations with the Dow Jones, VIX and CDS after the Greek debt restructuring.

Suggested Citation

  • Kae-Yih Tzeng & Joseph Chang Pying Shieh, 2016. "The transmission from equity markets to commodity markets in crises periods," Applied Economics, Taylor & Francis Journals, vol. 48(48), pages 4666-4689, October.
  • Handle: RePEc:taf:applec:v:48:y:2016:i:48:p:4666-4689
    DOI: 10.1080/00036846.2016.1164816
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    as
    1. Büyükşahin, Bahattin & Robe, Michel A., 2014. "Speculators, commodities and cross-market linkages," Journal of International Money and Finance, Elsevier, vol. 42(C), pages 38-70.
    2. Emmanuel Farhi & Ricardo Caballero & Pierre-Olivier Gourinchas, "undated". "Financial Crash, Commodity Prices and Global Imbalances," Working Paper 20933, Harvard University OpenScholar.
    3. Humphreys, David, 2010. "The great metals boom: A retrospective," Resources Policy, Elsevier, vol. 35(1), pages 1-13, March.
    4. Aloui, Riadh & Aïssa, Mohamed Safouane Ben & Nguyen, Duc Khuong, 2011. "Global financial crisis, extreme interdependences, and contagion effects: The role of economic structure?," Journal of Banking & Finance, Elsevier, vol. 35(1), pages 130-141, January.
    5. repec:dau:papers:123456789/14980 is not listed on IDEAS
    6. Frederic S. Mishkin, 2011. "Over the Cliff: From the Subprime to the Global Financial Crisis," Journal of Economic Perspectives, American Economic Association, vol. 25(1), pages 49-70, Winter.
    7. Fleming, Jeff & Kirby, Chris & Ostdiek, Barbara, 1998. "Information and volatility linkages in the stock, bond, and money markets," Journal of Financial Economics, Elsevier, vol. 49(1), pages 111-137, July.
    8. Erten, Bilge & Ocampo, José Antonio, 2013. "Super Cycles of Commodity Prices Since the Mid-Nineteenth Century," World Development, Elsevier, vol. 44(C), pages 14-30.
    9. Creti, Anna & Joëts, Marc & Mignon, Valérie, 2013. "On the links between stock and commodity markets' volatility," Energy Economics, Elsevier, vol. 37(C), pages 16-28.
    10. Sandoval, Leonidas & Franca, Italo De Paula, 2012. "Correlation of financial markets in times of crisis," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 391(1), pages 187-208.
    11. Mukherjee, Kedar nath & Mishra, Ram Kumar, 2010. "Stock market integration and volatility spillover: India and its major Asian counterparts," Research in International Business and Finance, Elsevier, vol. 24(2), pages 235-251, June.
    12. Michael G. Arghyrou & John D. Tsoukalas, 2011. "The Greek Debt Crisis: Likely Causes, Mechanics and Outcomes," The World Economy, Wiley Blackwell, vol. 34(2), pages 173-191, February.
    13. Choi, Kyongwook & Hammoudeh, Shawkat, 2010. "Volatility behavior of oil, industrial commodity and stock markets in a regime-switching environment," Energy Policy, Elsevier, vol. 38(8), pages 4388-4399, August.
    14. Jeromin Zettelmeyer & Christoph Trebesch & Mitu Gulati, 2013. "The Greek debt restructuring: an autopsy [Greek bond buyback boondoggle]," Economic Policy, CEPR;CES;MSH, vol. 28(75), pages 513-563.
    15. Dooley, Michael & Hutchison, Michael, 2009. "Transmission of the U.S. subprime crisis to emerging markets: Evidence on the decoupling-recoupling hypothesis," Journal of International Money and Finance, Elsevier, vol. 28(8), pages 1331-1349, December.
    16. Batten, Jonathan A. & Ciner, Cetin & Lucey, Brian M., 2010. "The macroeconomic determinants of volatility in precious metals markets," Resources Policy, Elsevier, vol. 35(2), pages 65-71, June.
    17. Silvennoinen, Annastiina & Thorp, Susan, 2013. "Financialization, crisis and commodity correlation dynamics," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 24(C), pages 42-65.
    18. Yue Peng & Wing Ng, 2012. "Analysing financial contagion and asymmetric market dependence with volatility indices via copulas," Annals of Finance, Springer, vol. 8(1), pages 49-74, February.
    19. Ian Coxhead & Sisira Jayasuriya, 2010. "China, India and the Commodity Boom: Economic and Environmental Implications for Low‐income Countries," The World Economy, Wiley Blackwell, vol. 33(4), pages 525-551, April.
    20. Charlotte Christiansen, 2007. "Volatility‐Spillover Effects in European Bond Markets," European Financial Management, European Financial Management Association, vol. 13(5), pages 923-948, November.
    21. Robert Engle, 2001. "GARCH 101: The Use of ARCH/GARCH Models in Applied Econometrics," Journal of Economic Perspectives, American Economic Association, vol. 15(4), pages 157-168, Fall.
    22. Philip R. Lane, 2012. "The European Sovereign Debt Crisis," Journal of Economic Perspectives, American Economic Association, vol. 26(3), pages 49-68, Summer.
    23. Frans A. De Roon & Theo E. Nijman & Chris Veld, 2000. "Hedging Pressure Effects in Futures Markets," Journal of Finance, American Finance Association, vol. 55(3), pages 1437-1456, June.
    24. Eichengreen, Barry & Mody, Ashoka & Nedeljkovic, Milan & Sarno, Lucio, 2012. "How the Subprime Crisis went global: Evidence from bank credit default swap spreads," Journal of International Money and Finance, Elsevier, vol. 31(5), pages 1299-1318.
    25. Brett W. Fawley & Christopher J. Neely, 2013. "Four stories of quantitative easing," Review, Federal Reserve Bank of St. Louis, issue Jan, pages 51-88.
    26. Alexandra Dwyer & James Holloway & Michelle Wright, 2012. "Commodity Market Financialisation: A Closer Look at the Evidence," RBA Bulletin (Print copy discontinued), Reserve Bank of Australia, pages 65-77, March.
    27. John T Cuddington & Daniel Jerrett, 2008. "Super Cycles in Real Metals Prices?," IMF Staff Papers, Palgrave Macmillan, vol. 55(4), pages 541-565, December.
    28. Grammatikos, Theoharry & Vermeulen, Robert, 2012. "Transmission of the financial and sovereign debt crises to the EMU: Stock prices, CDS spreads and exchange rates," Journal of International Money and Finance, Elsevier, vol. 31(3), pages 517-533.
    29. Chan, Kam Fong & Treepongkaruna, Sirimon & Brooks, Robert & Gray, Stephen, 2011. "Asset market linkages: Evidence from financial, commodity and real estate assets," Journal of Banking & Finance, Elsevier, vol. 35(6), pages 1415-1426, June.
    30. Daskalaki, Charoula & Skiadopoulos, George, 2011. "Should investors include commodities in their portfolios after all? New evidence," Journal of Banking & Finance, Elsevier, vol. 35(10), pages 2606-2626, October.
    31. Hamao, Yasushi & Masulis, Ronald W & Ng, Victor, 1990. "Correlations in Price Changes and Volatility across International Stock Markets," Review of Financial Studies, Society for Financial Studies, vol. 3(2), pages 281-307.
    32. Baur, Dirk G., 2012. "Financial contagion and the real economy," Journal of Banking & Finance, Elsevier, vol. 36(10), pages 2680-2692.
    33. Kenourgios, Dimitris & Samitas, Aristeidis & Paltalidis, Nikos, 2011. "Financial crises and stock market contagion in a multivariate time-varying asymmetric framework," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 21(1), pages 92-106, February.
    34. Gary Gorton & K. Geert Rouwenhorst, 2004. "Facts and Fantasies about Commodity Futures," NBER Working Papers 10595, National Bureau of Economic Research, Inc.
    35. Jörg Mayer, 2009. "The Growing Interdependence Between Financial And Commodity Markets," UNCTAD Discussion Papers 195, United Nations Conference on Trade and Development.
    36. Lamoureux, Christopher G & Lastrapes, William D, 1994. "Endogenous Trading Volume and Momentum in Stock-Return Volatility," Journal of Business & Economic Statistics, American Statistical Association, vol. 12(2), pages 253-260, April.
    37. 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.
    38. Kae-Yih Tzeng & Christina Tay, 2014. "Transmission of the U.S. Subprime Crisis and the European Sovereign Debt Crisis to Emerging Markets," Journal of Applied Finance & Banking, SCIENPRESS Ltd, vol. 4(3), pages 1-12.
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