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Quantitative models in emission trading system research: A literature review

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  • Tang, Ling
  • Wang, Haohan
  • Li, Ling
  • Yang, Kaitong
  • Mi, Zhifu

Abstract

Diverse quantitative models have been applied to analyse emission trading system, as the top effective climate change policy. This paper aims to present a comprehensive literature review on full-scale types of quantitative models in emission trading system research. The models dominating emission trading system-related literature can be categorized as optimization models, simulation models, assessment models, statistical models, artificial intelligences and ensemble models. Using different quantification and solution tools, these models complemented and enriched each other in serving the various agents involved in emission trading system and facilitating their respective emission trading system related works: the government to design emission trading system policies, enterprises to participate in emission trading system and goods markets, third parties to regulate emission trading system and emission trading system markets involving different agents. For each agent, a systematic analysis is provided on research hotspots (the challenges to address), quantitative models (to describe the problems and find the results), main findings (the policy implications from the models) and future research (potential improvements on existing models). Some conclusions are obtained. (1) Generally, China was the largest contributor to emission trading system research using quantitative models (representing 35.71% of the total articles). (2) The research hotspots were decision making by enterprises under an emission trading system (20.92%), spillovers amongst emission trading system and other markets (17.54%) and allowance allocation by the government (12.52%). (3) Popular quantitative models included various optimization models (32.00%) and simulation models (29.64%).

Suggested Citation

  • Tang, Ling & Wang, Haohan & Li, Ling & Yang, Kaitong & Mi, Zhifu, 2020. "Quantitative models in emission trading system research: A literature review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 132(C).
    • Handle: RePEc:eee:rensus:v:132:y:2020:i:c:s1364032120303439
    DOI: 10.1016/j.rser.2020.110052
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    as
    1. Chang, Kai & Pei, Ping & Zhang, Chao & Wu, Xin, 2017. "Exploring the price dynamics of CO2 emissions allowances in China's emissions trading scheme pilots," Energy Economics, Elsevier, vol. 67(C), pages 213-223.
    2. Moriah Bostian & Rolf Färe & Shawna Grosskopf & Tommy Lundgren & William L. Weber, 2018. "Time substitution for environmental performance: The case of Swedish manufacturing," Empirical Economics, Springer, vol. 54(1), pages 129-152, February.
    3. Jayanthakumaran, Kankesu & Liu, Ying, 2016. "Bi-lateral CO2 emissions embodied in Australia–China trade," Energy Policy, Elsevier, vol. 92(C), pages 205-213.
    4. Giorgia Oggioni & Yves Smeers, 2009. "Evaluating the impact of average cost based contracts on the industrial sector in the European emission trading scheme," Central European Journal of Operations Research, Springer;Slovak Society for Operations Research;Hungarian Operational Research Society;Czech Society for Operations Research;Österr. Gesellschaft für Operations Research (ÖGOR);Slovenian Society Informatika - Section for Operational Research;Croatian Operational Research Society, vol. 17(2), pages 181-217, June.
    5. Wang, Ke & Wei, Yi-Ming & Huang, Zhimin, 2016. "Potential gains from carbon emissions trading in China: A DEA based estimation on abatement cost savings," Omega, Elsevier, vol. 63(C), pages 48-59.
    6. Choi, Yongrok & Liu, Yu & Lee, Hyoungseok, 2017. "The economy impacts of Korean ETS with an emphasis on sectoral coverage based on a CGE approach," Energy Policy, Elsevier, vol. 109(C), pages 835-844.
    7. Meng, Sam & Siriwardana, Mahinda & McNeill, Judith & Nelson, Tim, 2018. "The impact of an ETS on the Australian energy sector: An integrated CGE and electricity modelling approach," Energy Economics, Elsevier, vol. 69(C), pages 213-224.
    8. Chang, Kai & Zhang, Chao & Chang, Hao, 2016. "Emissions reduction allocation and economic welfare estimation through interregional emissions trading in China: Evidence from efficiency and equity," Energy, Elsevier, vol. 113(C), pages 1125-1135.
    9. Zheng, Zeyu & Xiao, Rui & Shi, Haibo & Li, Guihong & Zhou, Xiaofeng, 2015. "Statistical regularities of Carbon emission trading market: Evidence from European Union allowances," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 426(C), pages 9-15.
    10. Chevallier, Julien, 2010. "The impact of Australian ETS news on wholesale spot electricity prices: An exploratory analysis," Energy Policy, Elsevier, vol. 38(8), pages 3910-3921, August.
    11. Juan Miguel Rodriguez Lopez & Anita Engels & Lisa Knoll, 2017. "Understanding carbon trading: Effects of delegating CO responsibility on organizations’ trading behaviour," Climate Policy, Taylor & Francis Journals, vol. 17(3), pages 346-360, April.
    12. Hyungna Oh & Junwon Hyon & Jin-Oh Kim, 2017. "Korea’s approach to overcoming difficulties in adopting the emission trading scheme," Climate Policy, Taylor & Francis Journals, vol. 17(8), pages 947-961, November.
    13. Valentin Bellassen & Nicolas Stephan & Marion Afriat & Emilie Alberola & Alexandra Barker & Jean-Pierre Chang & Caspar Chiquet & Ian Cochran & Mariana Deheza & Christopher Dimopoulos & Claudine Fouche, 2015. "Monitoring, reporting and verifying emissions in the climate economy," Nature Climate Change, Nature, vol. 5(4), pages 319-328, April.
    14. Chan, Hei Sing (Ron) & Li, Shanjun & Zhang, Fan, 2013. "Firm competitiveness and the European Union emissions trading scheme," Energy Policy, Elsevier, vol. 63(C), pages 1056-1064.
    15. Stephen Smith & Joseph Swierzbinski, 2007. "Assessing the performance of the UK Emissions Trading Scheme," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 37(1), pages 131-158, May.
    16. Krishnamurti, Chandrasekhar & Hoque, Ariful, 2011. "Efficiency of European emissions markets: Lessons and implications," Energy Policy, Elsevier, vol. 39(10), pages 6575-6582, October.
    17. Wen, Xiaoqian & Bouri, Elie & Roubaud, David, 2017. "Can energy commodity futures add to the value of carbon assets?," Economic Modelling, Elsevier, vol. 62(C), pages 194-206.
    18. Ibrahim Ahamada & Djamel Kirat, 2011. "The impact of the European Union Emission Trading Scheme on electricity generation," PSE-Ecole d'économie de Paris (Postprint) hal-00629900, HAL.
    19. Koch, Nicolas & Fuss, Sabine & Grosjean, Godefroy & Edenhofer, Ottmar, 2014. "Causes of the EU ETS price drop: Recession, CDM, renewable policies or a bit of everything?—New evidence," Energy Policy, Elsevier, vol. 73(C), pages 676-685.
    20. Han, Rong & Yu, Bi-Ying & Tang, Bao-Jun & Liao, Hua & Wei, Yi-Ming, 2017. "Carbon emissions quotas in the Chinese road transport sector: A carbon trading perspective," Energy Policy, Elsevier, vol. 106(C), pages 298-309.
    21. Thomas Eichner & Rüdiger Pethig, 2015. "Lobbying for and Against Subsidizing Green Energy," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 62(4), pages 925-947, December.
    22. Wang, Kun & Fu, Xiaowen & Luo, Meifeng, 2015. "Modeling the impacts of alternative emission trading schemes on international shipping," Transportation Research Part A: Policy and Practice, Elsevier, vol. 77(C), pages 35-49.
    23. Fouré, Jean & Guimbard, Houssein & Monjon, Stéphanie, 2016. "Border carbon adjustment and trade retaliation: What would be the cost for the European Union?," Energy Economics, Elsevier, vol. 54(C), pages 349-362.
    24. Jiang, Minxing & Zhu, Bangzhu & Wei, Yi-Ming & Chevallier, Julien & He, Kaijian, 2018. "An intertemporal carbon emissions trading system with cap adjustment and path control," Energy Policy, Elsevier, vol. 122(C), pages 152-161.
    25. Leimbach, Marian, 2003. "Equity and carbon emissions trading: a model analysis," Energy Policy, Elsevier, vol. 31(10), pages 1033-1044, August.
    26. Li, Guangyao & Yang, Jin & Chen, Dingjiang & Hu, Shanying, 2017. "Impacts of the coming emission trading scheme on China’s coal-to-materials industry in 2020," Applied Energy, Elsevier, vol. 195(C), pages 837-849.
    27. Da Zhang & Marco Springmann & Valerie J. Karplus, 2016. "Equity and emissions trading in China," Climatic Change, Springer, vol. 134(1), pages 131-146, January.
    28. Wang, Chen & Wang, Zhaohua & Ke, Ruo-Yu & Wang, Jiancai, 2018. "Integrated impact of the carbon quota constraints on enterprises within supply chain: Direct cost and indirect cost," Renewable and Sustainable Energy Reviews, Elsevier, vol. 92(C), pages 774-783.
    29. Daskalakis, George, 2018. "Temporal restrictions on emissions trading and the implications for the carbon futures market: Lessons from the EU emissions trading scheme," Energy Policy, Elsevier, vol. 115(C), pages 88-91.
    30. Sharon S. Yang & Jr-Wei Huang & Chuang-Chang Chang, 2016. "Detecting and modelling the jump risk of CO 2 emission allowances and their impact on the valuation of option on futures contracts," Quantitative Finance, Taylor & Francis Journals, vol. 16(5), pages 749-762, May.
    31. Asafu-Adjaye, John & Mahadevan, Renuka, 2013. "Implications of CO2 reduction policies for a high carbon emitting economy," Energy Economics, Elsevier, vol. 38(C), pages 32-41.
    32. Feng, Tian-tian & Yang, Yi-sheng & Yang, Yu-heng, 2018. "What will happen to the power supply structure and CO2 emissions reduction when TGC meets CET in the electricity market in China?," Renewable and Sustainable Energy Reviews, Elsevier, vol. 92(C), pages 121-132.
    33. Kirat, Djamel & Ahamada, Ibrahim, 2011. "The impact of the European Union emission trading scheme on the electricity-generation sector," Energy Economics, Elsevier, vol. 33(5), pages 995-1003, September.
    34. Li, Wei & Lu, Can & Ding, Yi & Zhang, Yan-Wu, 2017. "The impacts of policy mix for resolving overcapacity in heavy chemical industry and operating national carbon emission trading market in China," Applied Energy, Elsevier, vol. 204(C), pages 509-524.
    35. Khaqqi, Khamila Nurul & Sikorski, Janusz J. & Hadinoto, Kunn & Kraft, Markus, 2018. "Incorporating seller/buyer reputation-based system in blockchain-enabled emission trading application," Applied Energy, Elsevier, vol. 209(C), pages 8-19.
    36. Zhu, Y. & Li, Y.P. & Huang, G.H., 2013. "Planning carbon emission trading for Beijing's electric power systems under dual uncertainties," Renewable and Sustainable Energy Reviews, Elsevier, vol. 23(C), pages 113-128.
    37. Juri Hinz & Alex Novikov, 2009. "On Fair Pricing of Emission-Related Derivatives," Research Paper Series 257, Quantitative Finance Research Centre, University of Technology, Sydney.
    38. Tanaka, Kanako, 2012. "A comparison study of EU and Japan methods to assess CO2 emission reduction and energy saving in the iron and steel industry," Energy Policy, Elsevier, vol. 51(C), pages 578-585.
    39. Bailu Fu & Zhan Shu & Xiaogang Liu, 2018. "Blockchain Enhanced Emission Trading Framework in Fashion Apparel Manufacturing Industry," Sustainability, MDPI, vol. 10(4), pages 1-19, April.
    40. Morrell, Peter, 2007. "An evaluation of possible EU air transport emissions trading scheme allocation methods," Energy Policy, Elsevier, vol. 35(11), pages 5562-5570, November.
    41. Jia, Jun-Jun & Xu, Jin-Hua & Fan, Ying, 2016. "The impact of verified emissions announcements on the European Union emissions trading scheme: A bilaterally modified dummy variable modelling analysis," Applied Energy, Elsevier, vol. 173(C), pages 567-577.
    42. Romagnoli, Francesco & Barisa, Aiga & Dzene, Ilze & Blumberga, Andra & Blumberga, Dagnija, 2014. "Implementation of different policy strategies promoting the use of wood fuel in the Latvian district heating system: Impact evaluation through a system dynamic model," Energy, Elsevier, vol. 76(C), pages 210-222.
    43. Zhang, Xu & Qi, Tian-yu & Ou, Xun-min & Zhang, Xi-liang, 2017. "The role of multi-region integrated emissions trading scheme: A computable general equilibrium analysis," Applied Energy, Elsevier, vol. 185(P2), pages 1860-1868.
    44. Dai, Hancheng & Xie, Yang & Liu, Jingyu & Masui, Toshihiko, 2018. "Aligning renewable energy targets with carbon emissions trading to achieve China's INDCs: A general equilibrium assessment," Renewable and Sustainable Energy Reviews, Elsevier, vol. 82(P3), pages 4121-4131.
    45. Fan Dai & Ling Xiong & Ding Ma, 2017. "How to Set the Allowance Benchmarking for Cement Industry in China’s Carbon Market: Marginal Analysis and the Case of the Hubei Emission Trading Pilot," Sustainability, MDPI, vol. 9(2), pages 1-15, February.
    46. Diaz-Rainey, Ivan & Tulloch, Daniel J., 2018. "Carbon pricing and system linking: Lessons from the New Zealand Emissions Trading Scheme," Energy Economics, Elsevier, vol. 73(C), pages 66-79.
    47. Tomás, R.A.F. & Ramôa Ribeiro, F. & Santos, V.M.S. & Gomes, J.F.P. & Bordado, J.C.M., 2010. "Assessment of the impact of the European CO2 emissions trading scheme on the Portuguese chemical industry," Energy Policy, Elsevier, vol. 38(1), pages 626-632, January.
    48. Cheng, Beibei & Dai, Hancheng & Wang, Peng & Xie, Yang & Chen, Li & Zhao, Daiqing & Masui, Toshihiko, 2016. "Impacts of low-carbon power policy on carbon mitigation in Guangdong Province, China," Energy Policy, Elsevier, vol. 88(C), pages 515-527.
    49. Sandoff, Anders & Schaad, Gabriela, 2009. "Does EU ETS lead to emission reductions through trade? The case of the Swedish emissions trading sector participants," Energy Policy, Elsevier, vol. 37(10), pages 3967-3977, October.
    50. Zeng, Shihong & Nan, Xin & Liu, Chao & Chen, Jiuying, 2017. "The response of the Beijing carbon emissions allowance price (BJC) to macroeconomic and energy price indices," Energy Policy, Elsevier, vol. 106(C), pages 111-121.
    51. Xingang Zhao & Yuzhuo Zhang & Ji Liang & Yanbin Li & Rongda Jia & Ling Wang, 2018. "The Sustainable Development of the Economic-Energy-Environment (3E) System under the Carbon Trading (CT) Mechanism: A Chinese Case," Sustainability, MDPI, vol. 10(1), pages 1-21, January.
    52. Adams, Thomas & Turner, James A., 2012. "An investigation into the effects of an emissions trading scheme on forest management and land use in New Zealand," Forest Policy and Economics, Elsevier, vol. 15(C), pages 78-90.
    53. Liwei Ju & Zhongfu Tan & Huanhuan Li & Qingkun Tan & Xiangyu Zhang & Wei Zhang, 2016. "The Optimization Model for Interregional Power System Planning considering Carbon Emissions Trading and Renewable Energy Quota Mechanism," Discrete Dynamics in Nature and Society, Hindawi, vol. 2016, pages 1-15, October.
    54. Lin, Boqiang & Jia, Zhijie, 2018. "Impact of quota decline scheme of emission trading in China: A dynamic recursive CGE model," Energy, Elsevier, vol. 149(C), pages 190-203.
    55. Lin, Boqiang & Jia, Zhijie, 2017. "The impact of Emission Trading Scheme (ETS) and the choice of coverage industry in ETS: A case study in China," Applied Energy, Elsevier, vol. 205(C), pages 1512-1527.
    56. Sim, Seung-Gyu & Lin, Hsuan-Chih, 2018. "Competitive dominance of emission trading over Pigouvian taxation in a globalized economy," Economics Letters, Elsevier, vol. 163(C), pages 158-161.
    57. Richstein, Jörn C. & Chappin, Emile J.L. & de Vries, Laurens J., 2014. "Cross-border electricity market effects due to price caps in an emission trading system: An agent-based approach," Energy Policy, Elsevier, vol. 71(C), pages 139-158.
    58. Wang, Cong & Zhang, Hongli & Fan, Wenhui & Ma, Ping, 2017. "A new chaotic time series hybrid prediction method of wind power based on EEMD-SE and full-parameters continued fraction," Energy, Elsevier, vol. 138(C), pages 977-990.
    59. Åsa L�fgren & Markus Wr�ke & Tomas Hagberg & Susanna Roth, 2014. "Why the EU ETS needs reforming: an empirical analysis of the impact on company investments," Climate Policy, Taylor & Francis Journals, vol. 14(5), pages 537-558, September.
    60. Eva Benz & Andreas Löschel & Bodo Sturm, 2010. "Auctioning of CO 2 emission allowances in Phase 3 of the EU Emissions Trading Scheme," Climate Policy, Taylor & Francis Journals, vol. 10(6), pages 705-718, November.
    61. Ibrahim Ahamada & Djamel Kirat, 2015. "The impact of phase II of the EU ETS on wholesale electricity prices," Post-Print insu-01558352, HAL.
    62. Zhu, Bangzhu & Han, Dong & Wang, Ping & Wu, Zhanchi & Zhang, Tao & Wei, Yi-Ming, 2017. "Forecasting carbon price using empirical mode decomposition and evolutionary least squares support vector regression," Applied Energy, Elsevier, vol. 191(C), pages 521-530.
    63. Venmans, Frank, 2012. "A literature-based multi-criteria evaluation of the EU ETS," Renewable and Sustainable Energy Reviews, Elsevier, vol. 16(8), pages 5493-5510.
    64. Huang, Wei Ming & Lee, Grace W.M., 2009. "GHG legislation: Lessons from Taiwan," Energy Policy, Elsevier, vol. 37(7), pages 2696-2707, July.
    65. Anger, Annela & Köhler, Jonathan, 2010. "Including aviation emissions in the EU ETS: Much ado about nothing? A review," Transport Policy, Elsevier, vol. 17(1), pages 38-46, January.
    66. Song-min Yu & Lei Zhu, 2017. "Impact of Firms’ Observation Network on the Carbon Market," Energies, MDPI, vol. 10(8), pages 1-14, August.
    67. Yang Liu & Taoyuan Wei, 2016. "Linking the emissions trading schemes of Europe and China - Combining climate and energy policy instruments," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 21(2), pages 135-151, February.
    68. Jaehyung An & Jinho Lee, 2018. "A Newsvendor Non-Cooperative Game for Efficient Allocation of Carbon Emissions," Sustainability, MDPI, vol. 10(1), pages 1-14, January.
    69. Thema, Johannes & Suerkemper, Felix & Grave, Katharina & Amelung, Adrian, 2013. "The impact of electricity demand reduction policies on the EU-ETS: Modelling electricity and carbon prices and the effect on industrial competitiveness," Energy Policy, Elsevier, vol. 60(C), pages 656-666.
    70. OGGIONI, Giorgia & SMEERS, Yves, 2009. "Evaluating the impact of average cost based contracts on the industrial sector in the European emission trading scheme," LIDAM Reprints CORE 2118, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
    71. Kim, Yong-Gun & Lim, Jong-Soo, 2014. "An emissions trading scheme design for power industries facing price regulation," Energy Policy, Elsevier, vol. 75(C), pages 84-90.
    72. Wu, Rui & Dai, Hancheng & Geng, Yong & Xie, Yang & Masui, Toshihiko & Tian, Xu, 2016. "Achieving China’s INDC through carbon cap-and-trade: Insights from Shanghai," Applied Energy, Elsevier, vol. 184(C), pages 1114-1122.
    73. Kim, Hyun Seok & Koo, Won W., 2010. "Factors affecting the carbon allowance market in the US," Energy Policy, Elsevier, vol. 38(4), pages 1879-1884, April.
    74. Ibrahim Ahamada & Djamel Kirat, 2011. "The impact of the European Union Emission Trading Scheme on electricity generation," Post-Print hal-00629900, HAL.
    75. Tang, Ling & Wu, Jiaqian & Yu, Lean & Bao, Qin, 2015. "Carbon emissions trading scheme exploration in China: A multi-agent-based model," Energy Policy, Elsevier, vol. 81(C), pages 152-169.
    76. Jules Sadefo-Kamdem & Ange Nsouadi & Michel Terraza, 2016. "Time-Frequency Analysis of the Relationship Between EUA and CER Carbon Markets," Post-Print hal-02901719, HAL.
    77. Sugino, Makoto & Arimura, Toshi H. & Morgenstern, Richard D., 2013. "The effects of alternative carbon mitigation policies on Japanese industries," Energy Policy, Elsevier, vol. 62(C), pages 1254-1267.
    78. Yong Wang & Han Zhao & Fumei Duan & Ying Wang, 2018. "Initial Provincial Allocation and Equity Evaluation of China’s Carbon Emission Rights—Based on the Improved TOPSIS Method," Sustainability, MDPI, vol. 10(4), pages 1-27, March.
    79. Wang, Ke & Wei, Yi-Ming, 2014. "China’s regional industrial energy efficiency and carbon emissions abatement costs," Applied Energy, Elsevier, vol. 130(C), pages 617-631.
    80. Rosič, Heidrun & Jammernegg, Werner, 2013. "The economic and environmental performance of dual sourcing: A newsvendor approach," International Journal of Production Economics, Elsevier, vol. 143(1), pages 109-119.
    81. Meen Chul Kim & Yongjun Zhu & Chaomei Chen, 2016. "How are they different? A quantitative domain comparison of information visualization and data visualization (2000–2014)," Scientometrics, Springer;Akadémiai Kiadó, vol. 107(1), pages 123-165, April.
    82. Ülkü Gürler & Deniz Yenigün & Mine Çağlar & Emre Berk, 2016. "On the Modeling of CO2 EUA and CER Prices of EU‐ETS for the 2008–2012 Period," Applied Stochastic Models in Business and Industry, John Wiley & Sons, vol. 32(4), pages 375-395, July.
    83. Lago, Jesus & De Ridder, Fjo & De Schutter, Bart, 2018. "Forecasting spot electricity prices: Deep learning approaches and empirical comparison of traditional algorithms," Applied Energy, Elsevier, vol. 221(C), pages 386-405.
    84. Hepburn, Cameron J. & Quah, John K.-H. & Ritz, Robert A., 2013. "Emissions trading with profit-neutral permit allocations," Journal of Public Economics, Elsevier, vol. 98(C), pages 85-99.
    85. Jiang, Jingjing & Xie, Dejun & Ye, Bin & Shen, Bo & Chen, Zhanming, 2016. "Research on China’s cap-and-trade carbon emission trading scheme: Overview and outlook," Applied Energy, Elsevier, vol. 178(C), pages 902-917.
    86. Hihara, Katsuya, 2011. "Analysis on bargaining about global climate change mitigation in international aviation sector," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 47(3), pages 342-358, May.
    87. Bin Ye & Jingjing Jiang & Lixin Miao & Dejun Xie, 2017. "Interprovincial allocation of China's national carbon emission allowance: an uncertainty analysis based on Monte-Carlo simulations," Climate Policy, Taylor & Francis Journals, vol. 17(4), pages 401-422, May.
    88. Feng, Zhiying & Tang, Wenhu & Niu, Zhewen & Wu, Qinghua, 2018. "Bi-level allocation of carbon emission permits based on clustering analysis and weighted voting: A case study in China," Applied Energy, Elsevier, vol. 228(C), pages 1122-1135.
    89. Helene Naegele, 2018. "Offset Credits in the EU ETS: A Quantile Estimation of Firm-Level Transaction Costs," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 70(1), pages 77-106, May.
    90. Li, Ye & Wang, Yan-zhang & Cui, Qiang, 2016. "Has airline efficiency affected by the inclusion of aviation into European Union Emission Trading Scheme? Evidences from 22 airlines during 2008–2012," Energy, Elsevier, vol. 96(C), pages 8-22.
    91. Jean Fouré & Houssein Guimbard & Stéphanie Monjon, 2013. "Border Carbon Ajustment in Europe and Trade Retaliation: What would be the Cost for European Union?," Working Papers 2013-34, CEPII research center.
    92. Sun, Wei & Zhang, Chongchong, 2018. "Analysis and forecasting of the carbon price using multi—resolution singular value decomposition and extreme learning machine optimized by adaptive whale optimization algorithm," Applied Energy, Elsevier, vol. 231(C), pages 1354-1371.
    93. Yang, Lin & Li, Fengyu & Zhang, Xian, 2016. "Chinese companies’ awareness and perceptions of the Emissions Trading Scheme (ETS): Evidence from a national survey in China," Energy Policy, Elsevier, vol. 98(C), pages 254-265.
    94. Zhang, Yue-Jun & Peng, Yu-Lu & Ma, Chao-Qun & Shen, Bo, 2017. "Can environmental innovation facilitate carbon emissions reduction? Evidence from China," Energy Policy, Elsevier, vol. 100(C), pages 18-28.
    95. Ibrahim Ahamada & Djamel Kirat, 2015. "The impact of phase II of the EU ETS on wholesale electricity prices," Revue d'économie politique, Dalloz, vol. 125(6), pages 887-908.
    96. Naegele, Helene, 2018. "Offset Credits in the EU ETS: A Quantile Estimation of Firm-Level Transaction Costs," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 70(1), pages 77-106.
    97. Kuriyama, Akihisa & Abe, Naoya, 2018. "Ex-post assessment of the Kyoto Protocol – quantification of CO2 mitigation impact in both Annex B and non-Annex B countries-," Applied Energy, Elsevier, vol. 220(C), pages 286-295.
    98. Huiqin Jiang & Xinxiao Shao & Xiao Zhang & Jianqiang Bao, 2017. "A Study of the Allocation of Carbon Emission Permits among the Provinces of China Based on Fairness and Efficiency," Sustainability, MDPI, vol. 9(11), pages 1-17, November.
    99. Baochen Yang & Chuanze Liu & Zehao Gou & Jiacheng Man & Yunpeng Su, 2018. "How Will Policies of China’s CO 2 ETS Affect its Carbon Price: Evidence from Chinese Pilot Regions," Sustainability, MDPI, vol. 10(3), pages 1-26, February.
    100. Tao Pang & Maosheng Duan, 2016. "Cap setting and allowance allocation in China's emissions trading pilot programmes: special issues and innovative solutions," Climate Policy, Taylor & Francis Journals, vol. 16(7), pages 815-835, October.
    101. Wei Jiang & Jia Liu & Xiang Liu, 2016. "Impact of Carbon Quota Allocation Mechanism on Emissions Trading: An Agent-Based Simulation," Sustainability, MDPI, vol. 8(8), pages 1-13, August.
    102. Wei Li & Zhijie Jia, 2017. "Carbon tax, emission trading, or the mixed policy: which is the most effective strategy for climate change mitigation in China?," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 22(6), pages 973-992, August.
    103. Scheelhaase, Janina D. & Grimme, Wolfgang G., 2007. "Emissions trading for international aviation—an estimation of the economic impact on selected European airlines," Journal of Air Transport Management, Elsevier, vol. 13(5), pages 253-263.
    104. Ibrahim Ahamada & Djamel Kirat, 2011. "The impact of the European Union Emission Trading Scheme on electricity generation," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) hal-00629900, HAL.
    105. Nelson, Tim & Kelley, Simon & Orton, Fiona, 2012. "A literature review of economic studies on carbon pricing and Australian wholesale electricity markets," Energy Policy, Elsevier, vol. 49(C), pages 217-224.
    106. Segnon, Mawuli & Lux, Thomas & Gupta, Rangan, 2017. "Modeling and forecasting the volatility of carbon dioxide emission allowance prices: A review and comparison of modern volatility models," Renewable and Sustainable Energy Reviews, Elsevier, vol. 69(C), pages 692-704.
    107. repec:dau:papers:123456789/4219 is not listed on IDEAS
    108. Kotaro Kawamata & Masahide Horita, 2014. "Applying Matching Strategies in Climate Change Negotiations," Group Decision and Negotiation, Springer, vol. 23(3), pages 401-419, May.
    109. Tang, Ling & Wu, Jiaqian & Yu, Lean & Bao, Qin, 2017. "Carbon allowance auction design of China's emissions trading scheme: A multi-agent-based approach," Energy Policy, Elsevier, vol. 102(C), pages 30-40.
    110. Zakeri, Atefe & Dehghanian, Farzad & Fahimnia, Behnam & Sarkis, Joseph, 2015. "Carbon pricing versus emissions trading: A supply chain planning perspective," International Journal of Production Economics, Elsevier, vol. 164(C), pages 197-205.
    Full references (including those not matched with items on IDEAS)

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