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Carbon price prediction considering climate change: A text-based framework

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  1. Chen, Ting-Hsuan & Liu, Shih-Ching & Wu, Chia-Hui, 2024. "The influence of CEO ethics on climate change policy from the perspective of utilitarianism and deontology," The North American Journal of Economics and Finance, Elsevier, vol. 73(C).
  2. Yunhe Cheng & Beibei Hu, 2022. "Forecasting Regional Carbon Prices in China Based on Secondary Decomposition and a Hybrid Kernel-Based Extreme Learning Machine," Energies, MDPI, vol. 15(10), pages 1-18, May.
  3. Tu, Xinqi & Fu, Lianlian & Wang, Qiaoling, 2025. "Carbon price prediction based on multidimensional association rules and optimized multi-factor LSTM model," Energy, Elsevier, vol. 329(C).
  4. Yin, Hao & Yin, Yiding & Li, Hanhong & Zhu, Jianbin & Xian, Zikang & Tang, Yanshu & Xiao, Liexi & Rong, Jiayu & Li, Chen & Zhang, Haitao & Xie, Zhifeng & Meng, Anbo, 2025. "Carbon emissions trading price forecasting based on temporal-spatial multidimensional collaborative attention network and segment imbalance regression," Applied Energy, Elsevier, vol. 377(PA).
  5. Cao, Jin-Hui & Xie, Chi & Zhou, Yang & Wang, Gang-Jin & Zhu, You, 2025. "Forecasting carbon price: A novel multi-factor spatial-temporal GNN framework integrating Graph WaveNet and self-attention mechanism," Energy Economics, Elsevier, vol. 144(C).
  6. 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).
  7. Tabak, Benjamin M. & Fulber, Ives Cezar & Froner, Matheus B., 2025. "The nexus between carbon, energy and agrifood—A contemporaneous and lagged spillover analysis," Finance Research Letters, Elsevier, vol. 75(C).
  8. Wang, Zhengzhong & Wei, Yunjie & Wang, Shouyang, 2025. "Forecasting the carbon price of China's national carbon market: A novel dynamic interval-valued framework," Energy Economics, Elsevier, vol. 141(C).
  9. Ali Ben Mrad & Amine Lahiani & Salma Mefteh‐Wali & Nada Mselmi, 2025. "Forecasting Carbon Prices: What Is the Role of Technology?," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 44(6), pages 1867-1883, September.
  10. Konstantinos Bisiotis & Dimitris Christopoulos & George Tzougas, 2026. "Forecasting Carbon Prices: A Literature Review," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 45(2), pages 496-529, March.
  11. Zhou, Yilin & Wang, Jianzhou & Wang, Kang & Gao, Jialu & Li, Hongmin & Lu, Haiyan, 2025. "An interpretable analytical framework for carbon price forecasting: Combining multi-source factors and price decomposition," Energy Economics, Elsevier, vol. 152(C).
  12. Weibao Sun & Yafang Gao & Xuemei Yang & Yalong Zhang & Haolin Hu, 2025. "Carbon Price Forecasting and Market Characteristics Analysis in China: An Integrated Approach Using Overall and Market-Specific Models," Sustainability, MDPI, vol. 17(12), pages 1-25, June.
  13. Gong, Xue & Lai, Ping & He, Mengxi & Wen, Danyan, 2024. "Climate risk and energy futures high frequency volatility prediction," Energy, Elsevier, vol. 307(C).
  14. 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.
  15. Yuqin Zhou & Shan Wu & Zhenhua Liu & Lavinia Rognone, 2023. "The asymmetric effects of climate risk on higher-moment connectedness among carbon, energy and metals markets," Nature Communications, Nature, vol. 14(1), pages 1-16, December.
  16. Jujie Wang & Maolin He, 2025. "Extended decomposition ensemble framework based on full data analysis and optimized combination with relaxed boundary for carbon price forecasting," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 27(1), pages 909-942, January.
  17. Yujie Chen & Mingyao Jin & Zheyu Zhou & Zhirui Tian, 2025. "A Novel Ensemble Learning Framework Based on News Sentiment Enhancement and Multi-objective Optimizer for Carbon Price Forecasting," Computational Economics, Springer;Society for Computational Economics, vol. 66(5), pages 3709-3733, November.
  18. 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).
  19. Wenwen Liu & Miaomiao Tang & Peng Zhao, 2025. "The dynamic impact of investor climate sentiment on the crude oil futures market: Evidence from the Chinese market," PLOS ONE, Public Library of Science, vol. 20(2), pages 1-29, February.
  20. Huo, Dongxia & Bagadeem, Salim & Elsherazy, Tarek Abbas & Nasnodkar, Siddhesh Prabhu & Kalra, Akash, 2023. "Renewable energy consumption and the rising effect of climate policy uncertainty: Fresh policy analysis from China," Economic Analysis and Policy, Elsevier, vol. 80(C), pages 1459-1474.
  21. Cao, Yufei, 2025. "Impact of climate change on dynamic tail-risk connectedness among stock market social sectors: Evidence from the US, Europe, and China," The North American Journal of Economics and Finance, Elsevier, vol. 75(PB).
  22. Beibei Hu & Yunhe Cheng, 2023. "Predicting regional carbon price in China based on multi-factor HKELM by combining secondary decomposition and ensemble learning," PLOS ONE, Public Library of Science, vol. 18(12), pages 1-24, December.
  23. Tumala, Mohammed M. & Salisu, Afees & Nmadu, Yaaba B., 2023. "Climate change and fossil fuel prices: A GARCH-MIDAS analysis," Energy Economics, Elsevier, vol. 124(C).
  24. Li, Jingmiao & Liu, Dehong, 2023. "Carbon price forecasting based on secondary decomposition and feature screening," Energy, Elsevier, vol. 278(PA).
  25. Li, Zheng-Zheng & Li, Yameng & Huang, Chia-Yun & Peculea, Adelina Dumitrescu, 2023. "Volatility spillover across Chinese carbon markets: Evidence from quantile connectedness method," Energy Economics, Elsevier, vol. 119(C).
  26. Lucas Lamare Moreira Alves & Humberto Angelo & Alexandre Nascimento Almeida & Gilson Fernandes Silva & Eraldo Aparecido Trondoli Matricardi & André Nunes & Celso Vila Nova Souza Júnior, 2024. "Strategic Analysis of the Forest Carbon Market in Brazil," Sustainability, MDPI, vol. 16(16), pages 1-13, August.
  27. Beibei Hu & Yunhe Cheng, 2023. "Prediction of Regional Carbon Price in China Based on Secondary Decomposition and Nonlinear Error Correction," Energies, MDPI, vol. 16(11), pages 1-22, May.
  28. Qiang Cao & Qin Hong & Wenmei Yu, 2025. "Oil price shocks, policy uncertainty, and China’s carbon emissions trading market price," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 12(1), pages 1-11, December.
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