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Asymmetric shocks, persistence in volatility and spillover effects between non ferrous metals on the LME spot market

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  • ETOUNDI ATENGA, ERIC MARTIAL

Abstract

This paper employs a VAR(1)-GARCH(1,1) model to examine whether there is evidence of asymmetry shocks, persistence in volatility and spillover effects between three reference non-ferrous metal traded on the London Metal Exchange (Nickel, Lead and Copper) on the spot market using monthly data for the January 1980 to June 2013 period. This study illustrates dissymmetric effects on Nickel and Lead volatilities of bad and good news. Those non-ferrous metals reacted more actively to negative shocks as stocks markets. For return and volatility spillover, results show significant transmission among base metals. Regarding the return-generating process, past values of metal returns prices largely determined their current values at different levels and turning to the conditional variance equations, sensitivity to their past conditional volatility appears to be significant for the metal prices, implying that past variances returns increased current volatility of metal returns. We also find that past news from Nickel strongly affected the volatility behaviour of Copper and vice versa.

Suggested Citation

  • Etoundi Atenga, Eric Martial, 2014. "Asymmetric shocks, persistence in volatility and spillover effects between non ferrous metals on the LME spot market," MPRA Paper 61017, University Library of Munich, Germany.
  • Handle: RePEc:pra:mprapa:61017
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    1. Xindan Li & Bing Zhang, 2009. "Price discovery for copper futures in informationally linked markets," Applied Economics Letters, Taylor & Francis Journals, vol. 16(15), pages 1555-1558.
    2. Ling, Shiqing & McAleer, Michael, 2003. "Asymptotic Theory For A Vector Arma-Garch Model," Econometric Theory, Cambridge University Press, vol. 19(2), pages 280-310, April.
    3. John T Cuddington & Daniel Jerrett, 2008. "Super Cycles in Real Metals Prices?," IMF Staff Papers, Palgrave Macmillan, vol. 55(4), pages 541-565, December.
    4. Tauchen, George E & Pitts, Mark, 1983. "The Price Variability-Volume Relationship on Speculative Markets," Econometrica, Econometric Society, vol. 51(2), pages 485-505, March.
    5. Brunetti, Celso & Gilbert, Christopher L., 1995. "Metals price volatility, 1972-1995," Resources Policy, Elsevier, vol. 21(4), pages 237-254, December.
    6. Hammoudeh, Shawkat M. & Yuan, Yuan & McAleer, Michael, 2009. "Shock and volatility spillovers among equity sectors of the Gulf Arab stock markets," The Quarterly Review of Economics and Finance, Elsevier, vol. 49(3), pages 829-842, August.
    7. Clinton Watkins & Michael McAleer, 2003. "Pricing of Non-ferrous Metals Futures on the London Metal Exchange," CIRJE F-Series CIRJE-F-213, CIRJE, Faculty of Economics, University of Tokyo.
    8. Arouri, Mohamed El Hedi & Lahiani, Amine & Nguyen, Duc Khuong, 2011. "Return and volatility transmission between world oil prices and stock markets of the GCC countries," Economic Modelling, Elsevier, vol. 28(4), pages 1815-1825, July.
    9. Cochran, Steven J. & Mansur, Iqbal & Odusami, Babatunde, 2012. "Volatility persistence in metal returns: A FIGARCH approach," Journal of Economics and Business, Elsevier, vol. 64(4), pages 287-305.
    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. Labys, W. C. & Achouch, A. & Terraza, M., 1999. "Metal prices and the business cycle," Resources Policy, Elsevier, vol. 25(4), pages 229-238, December.
    13. Mr. C. John McDermott & Mr. Alasdair Scott & Mr. Paul Cashin, 1999. "The Myth of Comoving Commodity Prices," IMF Working Papers 1999/169, International Monetary Fund.
    14. Clark, Peter K, 1973. "A Subordinated Stochastic Process Model with Finite Variance for Speculative Prices," Econometrica, Econometric Society, vol. 41(1), pages 135-155, January.
    15. Chen, Mei-Hsiu, 2010. "Understanding world metals prices--Returns, volatility and diversification," Resources Policy, Elsevier, vol. 35(3), pages 127-140, September.
    16. 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.
    17. Sinha, Pankaj & Mathur, Kritika, 2013. "Price, Return and Volatility Linkages of Base Metal Futures traded in India," MPRA Paper 47864, University Library of Munich, Germany.
    18. Engle, Robert F, 1982. "Autoregressive Conditional Heteroscedasticity with Estimates of the Variance of United Kingdom Inflation," Econometrica, Econometric Society, vol. 50(4), pages 987-1007, July.
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    1. Lyócsa, Štefan & Molnár, Peter & Todorova, Neda, 2017. "Volatility forecasting of non-ferrous metal futures: Covariances, covariates or combinations?," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 51(C), pages 228-247.

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    More about this item

    Keywords

    Asymmetric shocks; Persistence; conditional volatility; Multivariate GARC; Spillover;
    All these keywords.

    JEL classification:

    • G15 - Financial Economics - - General Financial Markets - - - International Financial Markets

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