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Liquidity and resolution of uncertainty in the European carbon futures market

Author

Listed:
  • Iordanis Angelos Kalaitzoglou

    (Audencia Recherche - Audencia Business School)

  • Boulis Maher Ibrahim

    (HWU - Heriot-Watt University [Edinburgh])

Abstract

We investigate whether liquidity introduces or helps resolve uncertainty in Phase I and the first year of Phase II of the European carbon futures market. We propose a distinction between ‘absolute' or overall liquidity and that which is ‘relative' to a benchmark. For this purpose, we suggest volume-weighted duration as a natural measure of trading intensity as a proxy for liquidity, and we model it as a rescaled temporal point process. The new model is called Autoregressive Conditional Weighted Duration (ACWD) and is shown to outperform its discrete modelling counterparts. Liquidity is found to play a dual role, with higher relative liquidity introducing uncertainty and higher absolute liquidity accelerating uncertainty resolution, thus, enhancing market efficiency.

Suggested Citation

  • Iordanis Angelos Kalaitzoglou & Boulis Maher Ibrahim, 2015. "Liquidity and resolution of uncertainty in the European carbon futures market," Post-Print hal-01107956, HAL.
    • Handle: RePEc:hal:journl:hal-01107956
    DOI: 10.1016/j.irfa.2014.11.006
    Note: View the original document on HAL open archive server: https://hal.science/hal-01107956
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    as
    1. Cohen, Kalman J, et al, 1980. "Implications of Microstructure Theory for Empirical Research on Stock Price Behavior," Journal of Finance, American Finance Association, vol. 35(2), pages 249-257, May.
    2. Karan Capoor & Philippe Ambrosi, "undated". "State and Trends of the Carbon Market 2006," World Bank Publications - Reports 13408, The World Bank Group.
    3. Benston, George J. & Hagerman, Robert L., 1974. "Determinants of bid-asked spreads in the over-the-counter market," Journal of Financial Economics, Elsevier, vol. 1(4), pages 353-364, December.
    4. repec:dau:papers:123456789/4222 is not listed on IDEAS
    5. Alfonso Dufour & Robert F. Engle, 2000. "Time and the Price Impact of a Trade," Journal of Finance, American Finance Association, vol. 55(6), pages 2467-2498, December.
    6. Karan Capoor & Philippe Ambrosi, "undated". "State and Trends of the Carbon Market 2006 : A Focus on Africa," World Bank Publications - Reports 13412, The World Bank Group.
    7. repec:bla:jfinan:v:43:y:1988:i:3:p:617-37 is not listed on IDEAS
    8. Amihud, Yakov & Mendelson, Haim, 1980. "Dealership market : Market-making with inventory," Journal of Financial Economics, Elsevier, vol. 8(1), pages 31-53, March.
    9. Madhavan, Ananth & Richardson, Matthew & Roomans, Mark, 1997. "Why Do Security Prices Change? A Transaction-Level Analysis of NYSE Stocks," The Review of Financial Studies, Society for Financial Studies, vol. 10(4), pages 1035-1064.
    10. Iordanis Kalaitzoglou & Boulis Maher Ibrahim, 2013. "Trading Patterns in the European Carbon Market: The Role of Trading Intensity and OTC Transaction," Post-Print hal-00859268, HAL.
    11. Karan Capoor & Philippe Ambrosi, "undated". "State and Trends of the Carbon Market 2009," World Bank Publications - Reports 13402, The World Bank Group.
    12. Garman, Mark B., 1976. "Market microstructure," Journal of Financial Economics, Elsevier, vol. 3(3), pages 257-275, June.
    13. Karan Capoor & Philippe Ambrosi, "undated". "State and Trends of the Carbon Market 2006 : Update, January 1-September 30, 2006," World Bank Publications - Reports 13414, The World Bank Group.
    14. Glosten, Lawrence R. & Milgrom, Paul R., 1985. "Bid, ask and transaction prices in a specialist market with heterogeneously informed traders," Journal of Financial Economics, Elsevier, vol. 14(1), pages 71-100, March.
    15. Hawawini, Gabriel & Cohen, Kalman & Maier, Steven & Schwartz, Robert & Whitcomb, David, 1980. "Implications of microstructure theory for empirical research in stock price behavior," MPRA Paper 33976, University Library of Munich, Germany.
    16. Robert F. Engle, 2000. "The Econometrics of Ultra-High Frequency Data," Econometrica, Econometric Society, vol. 68(1), pages 1-22, January.
    17. Grossman, S.J. & Miller, M.H., 1988. "Liquidity And Market Structure," Papers 88, Princeton, Department of Economics - Financial Research Center.
    18. Ho, Thomas & Stoll, Hans R., 1981. "Optimal dealer pricing under transactions and return uncertainty," Journal of Financial Economics, Elsevier, vol. 9(1), pages 47-73, March.
    19. David Easley & Maureen O'Hara, 2010. "Microstructure and Ambiguity," Journal of Finance, American Finance Association, vol. 65(5), pages 1817-1846, October.
    20. Karan Capoor & Philippe Ambrosi, "undated". "State and Trends of the Carbon Market 2006 : A Focus on Africa," World Bank Publications - Reports 13413, The World Bank Group.
    21. Mr. Tonny Lybek & Mr. Abdourahmane Sarr, 2002. "Measuring Liquidity in Financial Markets," IMF Working Papers 2002/232, International Monetary Fund.
    22. Maria Mansanet-Bataller & Ángel Pardo, 2008. "What You Should Know About Carbon Markets," Energies, MDPI, vol. 1(3), pages 1-34, December.
    23. Kalaitzoglou, Iordanis & Ibrahim, Boulis M., 2013. "Does order flow in the European Carbon Futures Market reveal information?," Journal of Financial Markets, Elsevier, vol. 16(3), pages 604-635.
    24. Robert F. Engle & Jeffrey R. Russell, 1998. "Autoregressive Conditional Duration: A New Model for Irregularly Spaced Transaction Data," Econometrica, Econometric Society, vol. 66(5), pages 1127-1162, September.
    25. Mizrach, Bruce & Otsubo, Yoichi, 2014. "The market microstructure of the European climate exchange," Journal of Banking & Finance, Elsevier, vol. 39(C), pages 107-116.
    26. Karan Capoor & Philippe Ambrosi, "undated". "State and Trends of the Carbon Market 2009," World Bank Publications - Reports 13403, The World Bank Group.
    27. Alberola, Emilie & Chevallier, Julien & Cheze, Benoi^t, 2008. "Price drivers and structural breaks in European carbon prices 2005-2007," Energy Policy, Elsevier, vol. 36(2), pages 787-797, February.
    28. Stoll, Hans R, 1978. "The Pricing of Security Dealer Services: An Empirical Study of NASDAQ Stocks," Journal of Finance, American Finance Association, vol. 33(4), pages 1153-1172, September.
    29. Anthony Tay & Christopher Ting & Yiu Kuen Tse & Mitch Warachka, 2004. "Transaction-Data Analysis of Marked Durations and Their Implications for Market Microstructure," Working Papers 09-2004, Singapore Management University, School of Economics.
    30. Tinic, Seha M. & West, Richard R., 1972. "Competition and the Pricing of Dealer Service in the Over-the-Counter Stock Market," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 7(3), pages 1707-1727, June.
    31. Seha M. Tinic, 1972. "The Economics of Liquidity Services," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 86(1), pages 79-93.
    32. Karan Capoor & Philippe Ambrosi, "undated". "State and Trends of the Carbon Market 2006 : Update, January 1-September 30, 2006," World Bank Publications - Reports 13415, The World Bank Group.
    33. Karan Capoor & Philippe Ambrosi, "undated". "State and Trends of the Carbon Market 2006," World Bank Publications - Reports 13409, The World Bank Group.
    34. Bredin, Don & Hyde, Stuart & Muckley, Cal, 2014. "A microstructure analysis of the carbon finance market," International Review of Financial Analysis, Elsevier, vol. 34(C), pages 222-234.
    35. Ho, Thomas S Y & Stoll, Hans R, 1983. "The Dynamics of Dealer Markets under Competition," Journal of Finance, American Finance Association, vol. 38(4), pages 1053-1074, September.
    36. Cohen, Kalman J & Maier, Steven F & Schwartz, Robert A & Whitcomb, David K, 1981. "Transaction Costs, Order Placement Strategy, and Existence of the Bid-Ask Spread," Journal of Political Economy, University of Chicago Press, vol. 89(2), pages 287-305, April.
    37. Roll, Richard, 1984. "A Simple Implicit Measure of the Effective Bid-Ask Spread in an Efficient Market," Journal of Finance, American Finance Association, vol. 39(4), pages 1127-1139, September.
    38. Daskalakis, George & Psychoyios, Dimitris & Markellos, Raphael N., 2009. "Modeling CO2 emission allowance prices and derivatives: Evidence from the European trading scheme," Journal of Banking & Finance, Elsevier, vol. 33(7), pages 1230-1241, July.
    39. Albert S. Kyle & S. Viswanathan, 2008. "How to Define Illegal Price Manipulation," American Economic Review, American Economic Association, vol. 98(2), pages 274-279, May.
    40. Kyle, Albert S, 1985. "Continuous Auctions and Insider Trading," Econometrica, Econometric Society, vol. 53(6), pages 1315-1335, November.
    41. Iordanis Kalaitzoglou & Boulis Maher Ibrahim, 2013. "Trading patterns in the European carbon market: The role of trading intensity and OTC transactions," Post-Print hal-00930898, HAL.
    42. Kalaitzoglou, Iordanis & Ibrahim, Boulis Maher, 2013. "Trading patterns in the European carbon market: The role of trading intensity and OTC transactions," The Quarterly Review of Economics and Finance, Elsevier, vol. 53(4), pages 402-416.
    43. Easley, David & O'Hara, Maureen, 1992. "Time and the Process of Security Price Adjustment," Journal of Finance, American Finance Association, vol. 47(2), pages 576-605, June.
    Full references (including those not matched with items on IDEAS)

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    Cited by:

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    2. Mengyu Zhang & Thanos Verousis & Iordanis Kalaitzoglou, 2022. "Information and the arrival rate of option trading volume," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 42(4), pages 605-644, April.
    3. Zhong, Meirui & Zhang, Rui & Ren, Xiaohang, 2023. "The time-varying effects of liquidity and market efficiency of the European Union carbon market: Evidence from the TVP-SVAR-SV approach," Energy Economics, Elsevier, vol. 123(C).
    4. Qingfu Liu & Qian Luo & Yiuman Tse & Yuchi Xie, 2020. "The market quality of commodity futures markets," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 40(11), pages 1751-1766, November.
    5. Kalaitzoglou, Iordanis Angelos & Ibrahim, Boulis Maher, 2023. "Market conditions and order-type preference," International Review of Financial Analysis, Elsevier, vol. 87(C).
    6. Katharina Erdmann & Aleksandar Zaklan & Claudia Kemfert, 2019. "Linking Cap-and-Trade Systems and Green Finance," Vierteljahrshefte zur Wirtschaftsforschung / Quarterly Journal of Economic Research, DIW Berlin, German Institute for Economic Research, vol. 88(2), pages 89-100.
    7. Chevallier, Julien & Goutte, Stéphane & Ji, Qiang & Guesmi, Khaled, 2021. "Green finance and the restructuring of the oil-gas-coal business model under carbon asset stranding constraints," Energy Policy, Elsevier, vol. 149(C).
    8. Julien Chevallier & Stéphane Goutte & Khaled Guesmi, 2019. "Climate finance and the restructuring of the oil-gas-coal business model under carbon asset stranding constraints," Working Papers halshs-02106113, HAL.
    9. Chang, Kai & Chen, Rongda & Chevallier, Julien, 2018. "Market fragmentation, liquidity measures and improvement perspectives from China's emissions trading scheme pilots," Energy Economics, Elsevier, vol. 75(C), pages 249-260.
    10. Marie Dutordoir & Frederiek Schoubben & Kristof Struyfs & Wouter Torsin, 2024. "Environmental pressure and board gender diversity: Evidence from the European Union Emission Trading System," Business Strategy and the Environment, Wiley Blackwell, vol. 33(5), pages 3911-3935, July.

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    Keywords

    Marked duration; Instantaneous liquidity; Temporal marked point process; Carbon market;
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