Carbon markets in times of VUCA: a weak-form efficiency investigation of the phase II EU ETS

References

• Abeysekera , S. P. 2001 . Efficient Markets Hypothesis and the Emerging Capital Market in Sri Lanka: Evidence from the Colombo Stock Exchange – a Note . Journal of Business Finance & Accounting , 28 ( 1–2 ) : 249 – 261 . (doi:10.1111/1468-5957.00373)
   Google Scholar
• Abraham , A. 2007 . Is Carbon the New Asset Class? . Infinance , 121 : 37 – 39 .
   Google Scholar
• Alberola, E. 2006. “The Informational Efficiency of the EU ETS: An Empirical Evaluation on the Spot and Futures Prices.” Working Paper, France: University of Paris
   Google Scholar
• Alberola , E. , Chevallier , J. and Chèze , B. 2008 . Price Drivers and Structural Breaks in European Carbon Prices 2005–2007 . Energy Policy , 36 ( 2 ) : 787 – 797 . (doi:10.1016/j.enpol.2007.10.029)
   Web of Science ®Google Scholar
• Albrecht , J. , Verbeke , T. and De Clercq , M. 2006 . Informational Efficiency of the U.S. SO2 Permit Market . Environmental Modelling & Software , 21 ( 10 ) : 1471 – 1478 . (doi:10.1016/j.envsoft.2005.07.006)
   Web of Science ®Google Scholar
• Antoniou , A. and Ergul , N. 1997 . Market Efficiency, Thin Trading and Non-Linear Behaviour: Evidence from an Emerging Market . European Financial Management , 3 : 175 – 190 . (doi:10.1111/1468-036X.00038)
   Google Scholar
• Bachelier , L. 1900 . “ Theory of Speculation ” . In The Random Character of Stock Market Prices , Edited by: Cootner , P. H. 18 – 91 . (1964). Cambridge , MA : Massachusetts Institute of Technology Press .
   Google Scholar
• Bailey , W. 1994 . Risk and Return on China's New Stock Markets: Some Preliminary Evidence . Pacific-Basin Finance Journal , 2 ( 2–3 ) : 243 – 260 . (doi:10.1016/0927-538X(94)90019-1)
   Google Scholar
• Barnes , P. 1986 . Thin Trading and Stock Market Efficiency: The Case of the Kuala Lumpur Stock Exchange . Journal of Business Finance & Accounting , 13 ( 4 ) : 609 – 617 . (doi:10.1111/j.1468-5957.1986.tb00522.x)
   Google Scholar
• Benz, E.A., and J. Hengelbrock. 2008. “Liquidity and Price Discovery in the European CO2 Futures Market: An Intraday Analysis.” Paper presented at the 21st Australasian Finance and Banking Conference, 16–18 December, The University of New South Wales, Sydney, Australia
   Google Scholar
• Borghesi, S. 2010. “The European Emission Trading Scheme and Renewable Energy Policies: Credible Targets for Incredible Results?” Working Paper, Fondazione Eni Enrico Mattei, Italy: University of Siena. Accessed February 20, 2012. http://www.bepress.com/feem/paper529
   Google Scholar
• Boutaba , M. A. 2009 . Dynamic Linkages Among European Carbon Markets . Economics Bulletin , 29 ( 2 ) : 499 – 511 .
   Google Scholar
• Charles , A. , Darné , O. and Fouilloux , J. 2011 . Testing the Martingale Difference Hypothesis in CO2 Emission Allowances . Economic Modelling , 28 ( 1–2 ) : 27 – 35 . (doi:10.1016/j.econmod.2010.10.003)
   Web of Science ®Google Scholar
• Chevallier , J. 2010 . A Note on Cointegrating and Vector Autoregressive Relationships between CO2 Allowances Spot and Futures Prices . Economics Bulletin , 30 ( 2 ) : 1564 – 1584 .
   Google Scholar
• Chevallier , J. 2011 . Detecting Instability in the Volatility of Carbon Prices . Energy Economics , 33 : 99 – 110 . (doi:10.1016/j.eneco.2010.09.006)
   Web of Science ®Google Scholar
• Chow , V. K. and Denning , K. D. 1993 . A Simple Multiple Variance Ratio Test . Journal of Econometrics , 58 ( 3 ) : 385 – 401 . (doi:10.1016/0304-4076(93)90051-6)
   Web of Science ®Google Scholar
• Cootner , P. H. 1964 . The Random Character of Stock Market Prices , Cambridge , MA : Massachusetts Institute of Technology Press .
   Google Scholar
• Cowles 3rd , A. C. and Jones , H. E. 1937 . Some a Posteriori Probabilities in Stock Market Action . Econometrica , 5 ( 3 ) : 280 – 294 . (doi:10.2307/1905515)
   Google Scholar
• Darrat , A. F. and Zhong , M. 2000 . On Testing the Random Walk Hypothesis: A Model-Comparison Approach . The Financial Review , 35 ( 3 ) : 105 – 124 . (doi:10.1111/j.1540-6288.2000.tb01423.x)
   Google Scholar
• Daskalakis , G. and Markellos , R. 2008 . Are the European Carbon Markets Efficient? . Review of Futures Markets , 17 ( 2 ) : 103 – 128 .
   Google Scholar
• Dickey , D. A. and Fuller , W. A. 1981 . Likelihood Ratio Statistics for Autoregressive Time Series with a Unit Root . Econometrica , 49 ( 4 ) : 1057 – 1072 . (doi:10.2307/1912517)
   Web of Science ®Google Scholar
• Dimson , E. and Mussavian , M. 1998 . A Brief History of Market Efficiency . European Financial Management , 4 ( 1 ) : 91 – 103 . (doi:10.1111/1468-036X.00056)
   Google Scholar
• Egenhoffer , C. 2007 . The Making of the EU ETS: Status, Prospects and Implications for Business . European Management Journal , 25 ( 6 ) : 453 – 463 . (doi:10.1016/j.emj.2007.07.004)
   Google Scholar
• Elam , E. and Dixon , B. L. 1988 . Examining the Validity of a Test of Futures Market Efficiency . Journal of Futures Markets , 8 ( 3 ) : 365 – 372 . (doi:10.1002/fut.3990080309)
   Web of Science ®Google Scholar
• El-Erian , M. and Kumar , M. S. 1995 . Emerging Equity Markets in the Middle Eastern Countries . IMF Staff Papers , 42 : 313 – 343 . (doi:10.2307/3867575)
   Google Scholar
• Errunza , V. R. 1997 . Research on Emerging Markets: Past, Present, and Future . Emerging Markets Quarterly , 1 ( 3 ) : 5 – 18 .
   Google Scholar
• Fama , E. F. 1965 . The Behaviour of Stock Market Prices . Journal of Business , 38 ( 1 ) : 34 – 105 . (doi:10.1086/294743)
   Web of Science ®Google Scholar
• Fama , E. F. 1970 . Efficient Capital Markets: A Review of Theory and Empirical Work . Journal of Finance , 25 ( 2 ) : 383 – 417 . (doi:10.2307/2325486)
   Web of Science ®Google Scholar
• Fama , E. F. 1991 . Efficient Capital Markets: II . Journal of Finance , 46 ( 5 ) : 1575 – 1617 . (doi:10.1111/j.1540-6261.1991.tb04636.x)
   Web of Science ®Google Scholar
• Fama , E. F. 1998 . Market Efficiency, Long-Term Returns, and Behavioural Finance . Journal of Financial Economics , 49 ( 3 ) : 283 – 306 . (doi:10.1016/S0304-405X(98)00026-9)
   Web of Science ®Google Scholar
• Feng , Z. H. , Zou , L. L. and Wei , Y. M. 2011 . Carbon Price Volatility: Evidence from EU ETS . Applied Energy , 88 : 590 – 598 . (doi:10.1016/j.apenergy.2010.06.017)
   Web of Science ®Google Scholar
• Geary , R. C. 1970 . Relative Efficiency of Count of Sign Changes for Assessing Residual Autocorrelation in Least Squares Regression . Biometrika , 57 : 123 – 127 . (doi:10.1093/biomet/57.1.123)
   Web of Science ®Google Scholar
• Gilmore , C. G. and McManus , G. M. 2003 . Random Walk and Efficiency Tests of Central European Equity Markets . Managerial Finance , 29 ( 4 ) : 42 – 61 . (doi:10.1108/03074350310768283)
   Google Scholar
• Gronwald , M. , Ketterer , J. and Trück , S. 2011 . The Relationship between Carbon, Commodity and Financial Markets: A Copula Analysis . The Economic Record , 87 : 105 – 124 . (doi:10.1111/j.1475-4932.2011.00748.x)
   Web of Science ®Google Scholar
• Gu , A. Y. and Finnerty , J. 2002 . The Evolution of Market Efficiency: 103 Years Daily Data of the Dow . Review of Quantitative Finance & Accounting , 18 ( 3 ) : 219 – 237 . (doi:10.1023/A:1015300817043)
   Google Scholar
• Guidi , F. , Gupta , R. and Maheshwari , S. 2011 . Weak-Form Market Efficiency and Calendar Anomalies for Eastern Europe Equity Markets . Journal of Emerging Market Finance , 10 ( 3 ) : 337 – 389 . (doi:10.1177/097265271101000304)
   Google Scholar
• Gupta , R. and Basu , P. K. 2007 . Weak-Form Efficiency in Indian Stock Markets . International Business and Economics Research Journal , 6 ( 3 ) : 57 – 64 .
   Google Scholar
• Harvey, C. 1993. “Portfolio Investment Using Emerging Markets and Conditioning Information.” Working Paper, Washington DC: World Bank
   Google Scholar
• Harvey , C. 1995 . Predictable Risk and Returns in Emerging Markets . Review of Financial Studies , 8 ( 3 ) : 773 – 816 . (doi:10.1093/rfs/8.3.773)
   Web of Science ®Google Scholar
• Kendall , M. G. and Hill , A. B. 1953 . The Analysis of Economic Time-Series-Part I: Prices . Journal of the Royal Statistical Society , 116 ( 1 ) : 11 – 34 . (doi:10.2307/2980947)
   Google Scholar
• Klein, R.W., G. Ma, E.R. Ulm, S. Wang, W. Xiangjing, and G. Zanjani. 2009. “The Financial Crisis and Lessons for Insurers.” Report, Society of Actuaries
   Google Scholar
• Klepsch , C. and Wollmershäuser , T. 2011 . Yield Spreads on EMU Government Bonds – How the Financial Crisis has Helped Investors to Rediscover Risk . Intereconomics , 3 : 169 – 176 . (doi:10.1007/s10272-011-0379-2)
   Google Scholar
• Koch, N. 2011. “Co-Movements between Carbon, Energy and Financial Markets.” Working Paper. Accessed February 20, 2012. http://ssrn.com/abstract=1975749
   Google Scholar
• Laurence , M. , Cai , F. and Qian , S. 1997 . Weak-Form Efficiency and Causality Tests in Chinese Stock Markets . Multinational Finance Journal , 1 ( 4 ) : 291 – 307 .
   Google Scholar
• Liebreich, M., C. Greenwood, M. von Bismarck, and A. Gurung. 2009. “Green Investing: Towards a Clean Energy Infrastructure.” Report, World Economic Forum, 1–54
   Google Scholar
• Ljung , G. M. and Box , G. E. P. 1978 . On a Measure of Lack of Fit in Time Series Models . Biometrika , 65 ( 2 ) : 297 – 303 . (doi:10.1093/biomet/65.2.297)
   Web of Science ®Google Scholar
• Lo , A. W. and MacKinlay , C. A. 1988 . Stock Market Prices do not Follow Random Walks: Evidence from a Simple Specification Test . The Review of Financial Studies , 1 ( 1 ) : 41 – 66 . (doi:10.1093/rfs/1.1.41)
   Web of Science ®Google Scholar
• Lu , W. and Wang , W. 2010 . Weak-Form Efficiency of European Union Emission Trading Scheme: Evidence from Variance Ratio Tests . International Journal of Green Economics , 4 ( 2 ) : 183 – 196 . (doi:10.1504/IJGE.2010.035339)
   Google Scholar
• Maydybura , A. and Andrew , B. 2011 . A Study of the Determinants of Emissions Unit Allowance Price in the European Union Emissions Trading Scheme . Australasian Accounting Business & Finance Journal , 5 ( 4 ) : 123 – 142 .
   Google Scholar
• McNicholas , P. and Windsor , C. 2011 . Can the Financialized Atmosphere be Effectively Regulated and Accounted for? . Accounting, Auditing & Accountability Journal , 24 ( 8 ) : 1071 – 1096 . (doi:10.1108/09613671111184760)
   Web of Science ®Google Scholar
• Miclăus , P. G. , Lupu , R. , Dumitrescu , S. A. and Bobircă , A. 2008 . Testing the Efficiency of the European Carbon Futures Market Using Event-Study Methodology . International Journal of Energy & Environment , 2 ( 2 ) : 121 – 128 .
   Google Scholar
• Milunovich, G., and R. Joyeux. 2007. “Market Efficiency and Price Discovery in the EU Carbon Futures Market.” Discussion Paper, Australia: Division of Economic and Financial Studies, Macquarie University
   Google Scholar
• Montagnoli , A. and de Vries , F. P. 2010 . Carbon Trading Thickness and Market Efficiency . Energy Economics , 32 ( 6 ) : 1331 – 1336 . (doi:10.1016/j.eneco.2010.04.001)
   Web of Science ®Google Scholar
• Mood , A. M. 1940 . The Distribution Theory of Runs . Annals of Mathematical Statistics , 11 ( 4 ) : 367 – 392 . (doi:10.1214/aoms/1177731825)
   Google Scholar
• Newey , W. K. and West , K. D. 1994 . Automatic Lag Selection in Covariance Matrix Estimation . The Review of Economic Studies , 61 ( 4 ) : 631 – 653 . (doi:10.2307/2297912)
   Web of Science ®Google Scholar
• Pearson , K. 1905 . The Problem of the Random Walk . Nature , 72 ( 1865 ) : 294 (doi:10.1038/072294b0)
   Google Scholar
• Phillips , P. C.B. and Perron , P. 1988 . Testing for a Unit Root in Time Series Regression . Biometrika , 75 ( 2 ) : 335 – 346 . (doi:10.1093/biomet/75.2.335)
   Web of Science ®Google Scholar
• Schwarz , G. 1978 . Estimating the Dimension of a Model . The Annals of Statistics , 6 ( 2 ) : 461 – 464 . (doi:10.1214/aos/1176344136)
   Web of Science ®Google Scholar
• Shambora , W. E. and Rossiter , R. 2007 . Are there Exploitable Inefficiencies in the Futures Market for Oil? . Energy Economics , 29 : 18 – 27 . (doi:10.1016/j.eneco.2005.09.004)
   Web of Science ®Google Scholar
• Silverstein, D.N. 2010. “A Method to Finance a Global Climate Fund with a Harmonized Carbon Tax.” MPRA Paper No. 27121. Accessed February 20, 2012. http://mpra.ub.uni-muenchen.de/27121/
   Google Scholar
• Smith , G. 2007 . Random Walks in Middle Eastern Stock Markets . Applied Financial Economics , 17 ( 7 ) : 587 – 596 . (doi:10.1080/09603100600911200)
   Google Scholar
• Smith , G. and Ryoo , H. J. 2003 . Variance Ratio Tests of the Random Walk Hypothesis for European Emerging Stock Markets . European Journal of Finance , 9 ( 3 ) : 290 – 300 . (doi:10.1080/1351847021000025777)
   Google Scholar
• Taberner , J. , Taubman , A. and Burns , S. 2005 . European Union Emissions Trading Scheme . Australian Environment Review , 20 : 3 – 5 .
   Google Scholar
• Taylor , R. 2007 . Catching up with the New Carbon Cycle . ECOS , 138 : 12 – 15 .
   Google Scholar
• Uhrig-Homburg , M. and Wagner , M. W. 2009 . Futures Price Dynamics of CO2 Emission Certificates – An Empirical Analysis . Journal of Derivatives , 17 ( 2 ) : 73 – 88 . (doi:10.3905/JOD.2009.17.2.073)
   Web of Science ®Google Scholar
• Wallis , W. and Roberts , H. 1956 . Statistics: A New Approach , Glencoe, IL : Free Press .
   Google Scholar
• Willis, M., and L. Fitz-Gerald. 2007. “Carbon Credits: The New Currency.” Accessed April 21, 2008. http://www.wme.com.au/categories/emissions/feb5_07.php
   Google Scholar
• Working , H. 1934 . A Random-Difference Series for Use in the Analysis of Time Series . Journal of the American Statistical Association , 29 ( 185 ) : 11 – 24 . (doi:10.1080/01621459.1934.10502683)
   Google Scholar
• World Bank . 2008 . State and Trends of the Carbon Market , Washington, DC : World Bank Institute .
   Google Scholar
• Worthington , A. C. and Higgs , H. 2004 . Random Walks and Market Efficiency in European Equity Markets . Global Journal of Finance & Economics , 1 ( 1 ) : 59 – 78 .
   Google Scholar
• Wright , J. H. 2000 . Alternative Variance-Ratio Tests Using Ranks and Signs . Journal of Business and Economic Statistics , 18 ( 1 ) : 1 – 9 .
   Web of Science ®Google Scholar