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Volatility spillover of energy markets into EUA markets under EU ETS: a multi-phase study

Author

Listed:
  • Ajay K. Dhamija

    (Ministry of Defence)

  • Surendra S. Yadav

    (Indian Institute of Technology (IIT))

  • PK Jain

    (Indian Institute of Technology (IIT))

Abstract

Carbon Management is a strategic priority and organizations need to forecast returns and volatility of carbon for that. Volatility is synonymous with risk and so an understanding of volatility in EUA market is important for making investment decisions. Large changes in volatility of EUA market are capable of giving adverse signals to risk averse investors. The price of EUA, understandably, moves together with prices of crude oil, coal and natural gas. Using EUA daily returns from 2005 to 2015 (covering all three phases of EU ETS and EUA Continuous Series), we investigate volatility co-movement between the EUA market and the energy markets i.e. brent (crude oil), coal and natural gas markets. We employ Multivariate GARCH (BEKK-MGARCH) model and use data of European Climate Exchange Dec 2007, Dec 2012, Dec 2015 expiry and the Continuous Dec 2015 expiry EUA future contracts. The empirical results indicate that there is a high degree of volatility co-movement between EUA market and the markets of brent, coal and natural gas. Results support small but significant volatility spillover from energy markets into EUA markets. At a substantive level, studies on volatility co-movement and spillover provide useful and actionable information for risk analysis.

Suggested Citation

  • Ajay K. Dhamija & Surendra S. Yadav & PK Jain, 2018. "Volatility spillover of energy markets into EUA markets under EU ETS: a multi-phase study," Environmental Economics and Policy Studies, Springer;Society for Environmental Economics and Policy Studies - SEEPS, vol. 20(3), pages 561-591, July.
  • Handle: RePEc:spr:envpol:v:20:y:2018:i:3:d:10.1007_s10018-017-0206-5
    DOI: 10.1007/s10018-017-0206-5
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    References listed on IDEAS

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    1. Alberola, Emilie & Chevallier, Julien & Chèze, Benoît, 2009. "Emissions Compliances and Carbon Prices under the EU ETS: A Country Specific Analysis of Industrial Sectors," Journal of Policy Modeling, Elsevier, vol. 31(3), pages 446-462, May.
    2. Emilie Alberola & Julien Chevallier, 2009. "European Carbon Prices and Banking Restrictions: Evidence from Phase I (2005-2007)," The Energy Journal, International Association for Energy Economics, vol. 0(Number 3), pages 51-80.
    3. Engle, Robert F. & Kroner, Kenneth F., 1995. "Multivariate Simultaneous Generalized ARCH," Econometric Theory, Cambridge University Press, vol. 11(1), pages 122-150, February.
    4. Shameek Konar & Mark A. Cohen, 2001. "Does The Market Value Environmental Performance?," The Review of Economics and Statistics, MIT Press, vol. 83(2), pages 281-289, May.
    5. Brian Lucey & Svitlana Voronkova, 2005. "Linkages and relationships between Emerging European and Developed Stock Markets before and after the Russian Crisis of 1997-1998," The Institute for International Integration Studies Discussion Paper Series iiisdp054, IIIS.
    6. Shunsuke Managi & Tatsuyoshi Okimoto & Akimi Matsuda, 2012. "Do socially responsible investment indexes outperform conventional indexes?," Applied Financial Economics, Taylor & Francis Journals, vol. 22(18), pages 1511-1527, September.
    7. Frank Venmans, 2015. "Capital market response to emission allowance prices: a multivariate GARCH approach," Environmental Economics and Policy Studies, Springer;Society for Environmental Economics and Policy Studies - SEEPS, vol. 17(4), pages 577-620, October.
    8. Kumar, Surender & Managi, Shunsuke, 2010. "Sulfur dioxide allowances: Trading and technological progress," Ecological Economics, Elsevier, vol. 69(3), pages 623-631, January.
    9. Managi, Shunsuke & Okimoto, Tatsuyoshi, 2013. "Does the price of oil interact with clean energy prices in the stock market?," Japan and the World Economy, Elsevier, vol. 27(C), pages 1-9.
    10. Emilie Alberola & Benoît Chèze & Julien Chevallier, 2008. "The EU Emissions Trading Scheme : Disentangling the Effects of Industrial Production and CO2 Emissions on Carbon Prices," EconomiX Working Papers 2008-12, University of Paris Nanterre, EconomiX.
    11. Adam Rose & Dan Wei & Noah Miller & Toon Vandyck, 2017. "Equity, Emissions Allowance Trading and the Paris Agreement on Climate Change," Economics of Disasters and Climate Change, Springer, vol. 1(3), pages 203-232, October.
    12. Emilie Alberola & Julien Chevallier & Benoît Chèze, 2009. "Emissions Compliances and Carbon Prices under the EU ETS: A Country Specific Analysis of Industrial SectorsEmissions Compliances and Carbon Price," Post-Print hal-00649925, HAL.
    13. Julien Chevallier, 2012. "Econometric Analysis of Carbon Markets," Springer Books, Springer, number 978-94-007-2412-9, December.
    14. Kruger, Joseph & Oates, Wallace E. & Pizer, William A., 2007. "Decentralization in the EU Emissions Trading Scheme and Lessons for Global Policy," RFF Working Paper Series dp-07-02, Resources for the Future.
    15. A. C. Christiansen & A. Arvanitakis & K. Tangen & H. Hasselknippe, 2005. "Price determinants in the EU emissions trading scheme," Climate Policy, Taylor & Francis Journals, vol. 5(1), pages 15-30, January.
    16. Bollerslev, Tim, 1986. "Generalized autoregressive conditional heteroskedasticity," Journal of Econometrics, Elsevier, vol. 31(3), pages 307-327, April.
    17. Emilic Alberola & Julien Chevallier & Benoit Cheze, 2008. "The EU Emissions Trading Scheme: the Effects of Industrial Production and CO2 Emissions on Carbon Prices," Economie Internationale, CEPII research center, issue 116, pages 93-126.
    18. Kumar, Surender & Managi, Shunsuke & Matsuda, Akimi, 2012. "Stock prices of clean energy firms, oil and carbon markets: A vector autoregressive analysis," Energy Economics, Elsevier, vol. 34(1), pages 215-226.
    19. repec:dau:papers:123456789/4223 is not listed on IDEAS
    20. Omid Sabbaghi & Navid Sabbaghi, 2017. "The Chicago Climate Exchange and market efficiency: an empirical analysis," Environmental Economics and Policy Studies, Springer;Society for Environmental Economics and Policy Studies - SEEPS, vol. 19(4), pages 711-734, October.
    21. repec:dau:papers:123456789/4224 is not listed on IDEAS
    22. 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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    4. Yin, Jiuli & Zhu, Yan & Fan, Xinghua, 2021. "Correlation analysis of China’s carbon market and coal market based on multi-scale entropy," Resources Policy, Elsevier, vol. 72(C).

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