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The marginal impacts of energy prices on carbon price variations: Evidence from a quantile-on-quantile approach

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  1. Huang, Yingying & Duan, Kun & Urquhart, Andrew, 2023. "Time-varying dependence between Bitcoin and green financial assets: A comparison between pre- and post-COVID-19 periods," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 82(C).
  2. Sattarhoff, Cristina & Gronwald, Marc, 2022. "Measuring informational efficiency of the European carbon market — A quantitative evaluation of higher order dependence," International Review of Financial Analysis, Elsevier, vol. 84(C).
  3. Mengrui Zhu & Hua Xu & Xingyu Gao & Minggang Wang & André L. M. Vilela & Lixin Tian, 2022. "Identification of Breakpoints in Carbon Market Based on Probability Density Recurrence Network," Energies, MDPI, vol. 15(15), pages 1-18, July.
  4. Berrisch, Jonathan & Pappert, Sven & Ziel, Florian & Arsova, Antonia, 2023. "Modeling volatility and dependence of European carbon and energy prices," Finance Research Letters, Elsevier, vol. 52(C).
  5. Ren, Xiaohang & Xiao, Ya & Duan, Kun & Urquhart, Andrew, 2025. "Corrigendum to “Spillover effects between fossil energy and green markets: Evidence from informational inefficiency” [Energy EconomicsVolume 131, March 2024, 107317]," Energy Economics, Elsevier, vol. 143(C).
  6. Hou, Mengyang & Cui, Xuehua & Chu, Liqi & Wang, He & Xi, Zenglei & Deng, Yuanjie, 2024. "Nonlinear effects of environmental regulation on PM2.5 and CO2 in China: Evidence from a quantile-on-quantile approach," Energy, Elsevier, vol. 292(C).
  7. Ren, Xiaohang & Tong, Ziwei & Sun, Xianming & Yan, Cheng, 2022. "Dynamic impacts of energy consumption on economic growth in China: Evidence from a non-parametric panel data model," Energy Economics, Elsevier, vol. 107(C).
  8. Zheng Zheng Li & Chi-Wei Su, 2023. "How does real estate market react to the iron ore boom in Australian capital cities?," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 71(2), pages 517-537, October.
  9. Li, Yiying & Yan, Cheng & Ren, Xiaohang, 2023. "Do uncertainties affect clean energy markets? Comparisons from a multi-frequency and multi-quantile framework," Energy Economics, Elsevier, vol. 121(C).
  10. Wei, Ping & Yuan, Kang & Ren, Xiaohang & Yan, Cheng & Lu, Zudi, 2023. "Time-varying spillover networks of green bond and related financial markets," International Review of Economics & Finance, Elsevier, vol. 88(C), pages 298-317.
  11. Yuchen An & Kunliang Jiang & Jiashan Song, 2023. "Does a Cross-Correlation of Economic Policy Uncertainty with China’s Carbon Market Really Exist? A Perspective on Fractal Market Hypothesis," Sustainability, MDPI, vol. 15(14), pages 1-18, July.
  12. Pakrooh, Parisa & Manera, Matteo, 2024. "Causality, Connectedness, and Volatility pass-through among Energy-Metal-Stock-Carbon Markets: New Evidence from the EU," Resources Policy, Elsevier, vol. 99(C).
  13. Tomiwa Sunday Adebayo & Seyi Saint Akadiri & Usenobong Akpan & Bisola Aladenika, 2023. "Asymmetric effect of financial globalization on carbon emissions in G7 countries: Fresh insight from quantile-on-quantile regression," Energy & Environment, , vol. 34(5), pages 1285-1304, August.
  14. Ren, Xiaohang & Li, Yiying & yan, Cheng & Wen, Fenghua & Lu, Zudi, 2022. "The interrelationship between the carbon market and the green bonds market: Evidence from wavelet quantile-on-quantile method," Technological Forecasting and Social Change, Elsevier, vol. 179(C).
  15. Lovcha, Yuliya & Perez-Laborda, Alejandro & Sikora, Iryna, 2022. "The determinants of CO2 prices in the EU emission trading system," Applied Energy, Elsevier, vol. 305(C).
  16. Zhou, Xing & Xu, Jianze & Zhang, Fenglan & Ma, Pingping & Jin, Yi, 2025. "The logic of policies for energy price regulation in the future: A synergistic developmental perspective based on energy and carbon markets," Renewable and Sustainable Energy Reviews, Elsevier, vol. 222(C).
  17. Duan, Kun & Zhao, Yanqi & Urquhart, Andrew & Huang, Yingying, 2023. "Do clean and dirty cryptocurrencies connect with financial assets differently? The role of economic policy uncertainty," Energy Economics, Elsevier, vol. 127(PA).
  18. Duan, Kun & Zhang, Liya & Urquhart, Andrew & Yao, Kai & Peng, Long, 2024. "Do clean and dirty cryptocurrencies connect financial assets differently? The perspective of market inefficiency," Research in International Business and Finance, Elsevier, vol. 70(PB).
  19. Xinlei Liu & Ya Yang & Ping Shen & Xingyu Liu, 2025. "An Economic Valuation of Forest Carbon Sink in a Resource-Based City on the Loess Plateau," Sustainability, MDPI, vol. 17(13), pages 1-32, June.
  20. Xiaohang Ren & Weichen Li & Kun Duan & Xinru Zhang, 2024. "Does climate policy uncertainty really affect corporate financialization?," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 26(2), pages 4705-4723, February.
  21. 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).
  22. Liudmila Reshetnikova & Natalia Boldyreva & Anton Devyatkov & Zhanna Pisarenko & Danila Ovechkin, 2023. "Carbon Pricing in Current Global Institutional Changes," Sustainability, MDPI, vol. 15(4), pages 1-19, February.
  23. Haiwen Zhao & Miao Yu & Juan Meng & Yonghong Jiang, 2024. "Examining the Spillover Effects of Renewable Energy Policies on China’s Traditional Energy Industries and Stock Markets," Energies, MDPI, vol. 17(11), pages 1-18, May.
  24. Ji, Mingyang & Du, Juntao & Du, Pei & Niu, Tong & Wang, Jianzhou, 2025. "A novel probabilistic carbon price prediction model: Integrating the transformer framework with mixed-frequency modeling at different quartiles," Applied Energy, Elsevier, vol. 391(C).
  25. Zhao, Jun & Wang, Bo & Dong, Kangyin & Shahbaz, Muhammad & Ni, Guohua, 2023. "How do energy price shocks affect global economic stability? Reflection on geopolitical conflicts," Energy Economics, Elsevier, vol. 126(C).
  26. Ding, Qian & Huang, Jianbai & Zhang, Hongwei, 2022. "Time-frequency spillovers among carbon, fossil energy and clean energy markets: The effects of attention to climate change," International Review of Financial Analysis, Elsevier, vol. 83(C).
  27. Abid, Ilyes & BenMabrouk, Houda & Guesmi, Khaled & Mansour, Abir, 2025. "The clout of happiness and uncertainty in the environmental transition: Insights from CO2 and clean energy dynamic spillovers," Research in International Business and Finance, Elsevier, vol. 74(C).
  28. Shaobin Zhang & Hao Ji & Maoxi Tian & Binyao Wang, 2025. "High-dimensional nonlinear dependence and risk spillovers analysis between China’s carbon market and its major influence factors," Annals of Operations Research, Springer, vol. 345(2), pages 831-860, February.
  29. Xiang, Diling & Ghaemi Asl, Mahdi & Nasr Isfahani, Mohammad & Vasa, László, 2024. "Would really long-only climate-transition strategies in commodities bring lower market risk for sustainable markets in the long run? The Islamic sustainable market versus the global sustainability leaders," Economic Analysis and Policy, Elsevier, vol. 82(C), pages 1271-1295.
  30. Zhang, Jiahao & Chen, Xiaodan & Wei, Yu & Bai, Lan, 2023. "Does the connectedness among fossil energy returns matter for renewable energy stock returns? Fresh insights from the Cross-Quantilogram analysis," International Review of Financial Analysis, Elsevier, vol. 88(C).
  31. Dong, Xiyong & Jiang, Zhuhua & Yoon, Seong-Min, 2024. "Impact of global financial and energy markets, uncertainty, and climate change attention on Bitcoin carbon footprint," Finance Research Letters, Elsevier, vol. 70(C).
  32. Dong, Kangyin & Dong, Xiucheng & Jiang, Qingzhe & Zhao, Jun, 2021. "Assessing energy resilience and its greenhouse effect: A global perspective," Energy Economics, Elsevier, vol. 104(C).
  33. Yu, Hui & Li, Huiru, 2025. "Interactions among correlations: How does the volatility of the carbon-energy price correlations transmit across different time scales?," Energy, Elsevier, vol. 320(C).
  34. Ren, Xiaohang & Duan, Kun & Tao, Lizhu & Shi, Yukun & Yan, Cheng, 2022. "Carbon prices forecasting in quantiles," Energy Economics, Elsevier, vol. 108(C).
  35. Wei Jiang & Jingang Jiang & Sonia Chien-I Chen, 2025. "Untangling Carbon–Clean Energy Dynamics: A Quantile Granger-Causality Perspective," Sustainability, MDPI, vol. 17(7), pages 1-20, April.
  36. Nilu, Tanzila Yeasmin & Wang, Chuanxu & Ahmed, Shek, 2025. "Dynamic spillovers connectedness among carbon trading, shipping freight, bunker oil and crude oil market: Evidence from quantile-frequency analysis," Research in Transportation Economics, Elsevier, vol. 111(C).
  37. Zhikai Zhang & Yaojie Zhang & Yudong Wang & Qunwei Wang, 2024. "The predictability of carbon futures volatility: New evidence from the spillovers of fossil energy futures returns," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 44(4), pages 557-584, April.
  38. Feng, Hao & Gao, Da & Duan, Kun & Urquhart, Andrew, 2023. "Does Bitcoin affect decomposed oil shocks differently? Evidence from a quantile-based framework," International Review of Financial Analysis, Elsevier, vol. 89(C).
  39. Alhussaini, Abdullah & Parhi, Mamata, 2022. "How do economies adjust speed at uncertain times?," Research in International Business and Finance, Elsevier, vol. 63(C).
  40. Duan, Kun & Liu, Yang & Yan, Cheng & Huang, Yingying, 2023. "Differences in carbon risk spillovers with green versus traditional assets: Evidence from a full distributional analysis," Energy Economics, Elsevier, vol. 127(PA).
  41. Xu, Yingying & Dai, Yifan & Guo, Lingling & Chen, Jingjing, 2024. "Leveraging machine learning to forecast carbon returns: Factors from energy markets," Applied Energy, Elsevier, vol. 357(C).
  42. Zemin Wu & Qiuwei Wu & Xianyu Yu & Jin Tan & Qunwei Wang & Zhiling Hui, 2025. "Regulatory effect of carbon pricing on the negative impacts of coal phase-out," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 12(1), pages 1-13, December.
  43. Huang, Yingying & Liang, Weizhong & Duan, Kun & Urquhart, Andrew & Ye, Qiang, 2025. "How do emotions drive market dynamics? A tale of spillovers in cryptocurrency markets," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 103(C).
  44. Jiang, Hong-Dian & Liu, Li-Jing & Dong, Kangyin & Fu, Yu-Wei, 2022. "How will sectoral coverage in the carbon trading system affect the total oil consumption in China? A CGE-based analysis," Energy Economics, Elsevier, vol. 110(C).
  45. Deng, Xiuyue & Tao, Miaomiao & Poletti, Stephen, 2025. "Asymmetries and evolution in energy market Interactions: Evidence from solar PV systems and spot electricity prices in Australia," Renewable Energy, Elsevier, vol. 255(C).
  46. Xiaoqing Wang & Wenxin Jin & Baochang Xu & Kaihua Wang, 2025. "Volatility in Carbon Futures Amid Uncertainties: Considering Geopolitical and Economic Policy Factors," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 45(4), pages 308-325, April.
  47. Jonathan Berrisch & Sven Pappert & Florian Ziel & Antonia Arsova, 2022. "Modeling Volatility and Dependence of European Carbon and Energy Prices," Papers 2208.14311, arXiv.org, revised Feb 2023.
  48. Ren, Xiaohang & Wang, Rui & Duan, Kun & Chen, Jinyu, 2022. "Dynamics of the sheltering role of Bitcoin against crude oil market crash with varying severity of the COVID-19: A comparison with gold," Research in International Business and Finance, Elsevier, vol. 62(C).
  49. Mhadhbi, Mayssa, 2024. "The interconnected carbon, fossil fuels, and clean energy markets: Exploring Europe and China's perspectives on climate change," Finance Research Letters, Elsevier, vol. 62(PB).
  50. Liu, Rongyan & He, Lingyun & Xia, Yufei & Fu, Yating & Chen, Ling, 2023. "Research on the time-varying effects among green finance markets in China: A fresh evidence from multi-frequency scale perspective," The North American Journal of Economics and Finance, Elsevier, vol. 66(C).
  51. Wei Jiang & Xiangyu Liu & Jierui Zhang & Dianguang Liu & Hua Wei, 2025. "How Do Carbon Market and Fossil Energy Market Affect Each Other During the COVID-19, Russia–Ukraine War and Israeli–Palestinian Conflict?," Energies, MDPI, vol. 18(17), pages 1-22, September.
  52. Ren, Xiaohang & Qin, Jianing & Jin, Chenglu & Yan, Cheng, 2022. "Global oil price uncertainty and excessive corporate debt in China," Energy Economics, Elsevier, vol. 115(C).
  53. Duan, Kun & Zhao, Yanqi & Wang, Zhong & Chang, Yujia, 2023. "Asymmetric spillover from Bitcoin to green and traditional assets: A comparison with gold," International Review of Economics & Finance, Elsevier, vol. 88(C), pages 1397-1417.
  54. Wang, Yu & Cheung, Adrian Wai Kong & Yan, Wan-Lin & Wang, Bin, 2025. "Connectedness of China’s green bond and green stock markets at the low- and high-order moments: The role of economic and climate policy uncertainty," The North American Journal of Economics and Finance, Elsevier, vol. 78(C).
  55. Lyu, Chenyan & Do, Hung Xuan & Nepal, Rabindra & Jamasb, Tooraj, 2024. "Volatility spillovers and carbon price in the Nordic wholesale electricity markets," Energy Economics, Elsevier, vol. 134(C).
  56. Chen, Yaling & Jiang, Qinnan & Dai, Zhifeng & Liu, Yinpeng, 2025. "The impact of climate policy uncertainty on the correlations between green bond and green stock markets," International Review of Financial Analysis, Elsevier, vol. 102(C).
  57. Wang, Kai-Hua & Su, Chi-Wei & Xiao, Yidong & Liu, Lu, 2022. "Is the oil price a barometer of China's automobile market? From a wavelet-based quantile-on-quantile regression perspective," Energy, Elsevier, vol. 240(C).
  58. Mensi, Walid & Mishra, Tapas & Ko, Hee-Un & Vo, Xuan Vinh & Kang, Sang Hoon, 2024. "Quantile dependence and portfolio management between oil, gold, silver, and MENA stock markets," Research in International Business and Finance, Elsevier, vol. 70(PA).
  59. Wang, Xiong & Li, Jingyao & Ren, Xiaohang & Bu, Ruijun & Jawadi, Fredj, 2023. "Economic policy uncertainty and dynamic correlations in energy markets: Assessment and solutions," Energy Economics, Elsevier, vol. 117(C).
  60. Wang, Kai-Hua & Wang, Zu-Shan & Yunis, Manal & Kchouri, Bilal, 2023. "Spillovers and connectedness among climate policy uncertainty, energy, green bond and carbon markets: A global perspective," Energy Economics, Elsevier, vol. 128(C).
  61. Xu, Yingying & Lien, Donald, 2025. "How do carbon markets interact with energy-intensive sectors? Evidence from price connectedness," International Review of Economics & Finance, Elsevier, vol. 98(C).
  62. Rundong Luo & Yan Li & Zhicheng Wang & Mengjiao Sun, 2022. "Co-Movement between Carbon Prices and Energy Prices in Time and Frequency Domains: A Wavelet-Based Analysis for Beijing Carbon Emission Trading System," IJERPH, MDPI, vol. 19(9), pages 1-15, April.
  63. Dou, Yue & Li, Yiying & Dong, Kangyin & Ren, Xiaohang, 2022. "Dynamic linkages between economic policy uncertainty and the carbon futures market: Does Covid-19 pandemic matter?," Resources Policy, Elsevier, vol. 75(C).
  64. Jiang, Wei & Zhang, Yanyu & Wang, Kai-Hua, 2024. "Analyzing the connectedness among geopolitical risk, traditional energy and carbon markets," Energy, Elsevier, vol. 298(C).
  65. Zhang, Jiekuan, 2023. "Emissions trading scheme and energy consumption and output structure: Evidence from China," Renewable Energy, Elsevier, vol. 219(P1).
  66. Chen, Weidong & Xiong, Shi & Chen, Quanyu, 2022. "Characterizing the dynamic evolutionary behavior of multivariate price movement fluctuation in the carbon-fuel energy markets system from complex network perspective," Energy, Elsevier, vol. 239(PA).
  67. Lei, Heng & Xue, Minggao & Liu, Huiling, 2022. "Probability distribution forecasting of carbon allowance prices: A hybrid model considering multiple influencing factors," Energy Economics, Elsevier, vol. 113(C).
  68. Elsayed, Ahmed H. & Khalfaoui, Rabeh & Zhang, Dongna & Urquhart, Andrew, 2025. "AI and carbon pricing in turbulent times: Navigating market dynamics for a sustainable future," International Review of Financial Analysis, Elsevier, vol. 107(C).
  69. Man, Yuanyuan & Zhang, Sunpei & He, Yongda, 2024. "Dynamic risk spillover and hedging efficacy of China’s carbon-energy-finance markets: Economic policy uncertainty and investor sentiment non-linear causal effects," International Review of Economics & Finance, Elsevier, vol. 93(PA), pages 1397-1416.
  70. Jiang, Wei & Dong, Lingfei & Liu, Xutang & Zou, Liming, 2024. "Volatility spillovers among economic policy uncertainty, energy and carbon markets—The quantile time-frequency perspective," Energy, Elsevier, vol. 307(C).
  71. Song, Yang & He, Yinghong & Sahut, Jean-Michel & Shah, Syed Hasanat, 2024. "Can low-carbon city pilot policy decrease urban energy poverty?," Energy Policy, Elsevier, vol. 186(C).
  72. Chen, Linfei & Zhao, Xuefeng, 2024. "A multiscale and multivariable differentiated learning for carbon price forecasting," Energy Economics, Elsevier, vol. 131(C).
  73. Panpan Zhu & Yinpeng Zhang, 2025. "Does Investor Attention Matter in Carbon Pricing? Empirical Evidence from Crude Oil Market," SAGE Open, , vol. 15(2), pages 21582440251, April.
  74. Delardas, Orestis, 2025. "Transforming marginal-cost pricing: A blockchain approach to fundamental energy system dynamics," Utilities Policy, Elsevier, vol. 95(C).
  75. Chen, Jinyu & Wang, Yilin & Ren, Xiaohang, 2023. "Asymmetric effect of financial stress on China’s precious metals market: Evidence from a quantile-on-quantile regression," Research in International Business and Finance, Elsevier, vol. 64(C).
  76. Wu, Ruirui & Qin, Zhongfeng & Liu, Bing-Yue, 2023. "Connectedness between carbon and sectoral commodity markets: Evidence from China," Research in International Business and Finance, Elsevier, vol. 66(C).
  77. Tao, Miaomiao & Poletti, Stephen & Sheng, Mingyue Selena & Wen, Le, 2024. "Nexus between carbon, stock, and energy markets in New Zealand: An analysis of causal domains," Energy, Elsevier, vol. 299(C).
  78. Bouteska, A. & Rahman, Mashuk & Hassan, M. Kabir & Sanchez, Benito A., 2025. "Re-examining the nexus between Chinese carbon markets with energy and non-energy commodity markets in a novel risk spillover network approach," Pacific-Basin Finance Journal, Elsevier, vol. 92(C).
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  80. Su, Chi Wei & Wei, Shenkai & Wang, Yan & Tao, Ran, 2024. "How does climate policy uncertainty affect the carbon market?," Technological Forecasting and Social Change, Elsevier, vol. 200(C).
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  83. Ren, Xiaohang & Li, Yiying & Qi, Yinshu & Duan, Kun, 2022. "Asymmetric effects of decomposed oil-price shocks on the EU carbon market dynamics," Energy, Elsevier, vol. 254(PB).
  84. Ren, Xiaohang & Li, Jingyao & He, Feng & Lucey, Brian, 2023. "Impact of climate policy uncertainty on traditional energy and green markets: Evidence from time-varying granger tests," Renewable and Sustainable Energy Reviews, Elsevier, vol. 173(C).
  85. Wen, Fenghua & Tong, Xi & Ren, Xiaohang, 2022. "Gold or Bitcoin, which is the safe haven during the COVID-19 pandemic?," International Review of Financial Analysis, Elsevier, vol. 81(C).
  86. Da Gao & Xinlin Mo & Kun Duan & Yi Li, 2022. "Can Green Credit Policy Promote Firms’ Green Innovation? Evidence from China," Sustainability, MDPI, vol. 14(7), pages 1-15, March.
  87. Elsayed, Ahmed H. & Gozgor, Giray & Khalfaoui, Rabeh & Tarchella, Salma, 2025. "Impact of supply chain pressure on traditional energy and metal markets: A Wavelet-based Quantile-on-Quantile perspective," Journal of Commodity Markets, Elsevier, vol. 38(C).
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  99. Sun, Bohan & Gao, Ke & Liu, Shuai & Wei, Qiaoqiao & Wang, Hui, 2023. "Assessing the performance and economic viability of solar home systems: A way forward towards clean energy exploration and consumption," Renewable Energy, Elsevier, vol. 208(C), pages 409-419.
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