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Forecasting credit ratings of decarbonized firms: Comparative assessment of machine learning models

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  1. Li, Shanshan & Long, Fang & Long, Litao, 2022. "Resources curse and sustainable development revisited: Evaluating the role of remittances for China," Resources Policy, Elsevier, vol. 79(C).
  2. Yan, Cheng & Mao, Zhicheng & Ho, Kung-Cheng, 2022. "Effect of green financial reform and innovation pilot zones on corporate investment efficiency," Energy Economics, Elsevier, vol. 113(C).
  3. Liu, Guangqiang & Zeng, Qing & Lei, Juan, 2022. "Dynamic risks from climate policy uncertainty: A case study for the natural gas market," Resources Policy, Elsevier, vol. 79(C).
  4. Lang, Qiaoqi & Ma, Feng & Mirza, Nawazish & Umar, Muhammad, 2023. "The interaction of climate risk and bank liquidity: An emerging market perspective for transitions to low carbon energy," Technological Forecasting and Social Change, Elsevier, vol. 191(C).
  5. Kraus, Sascha & Kumar, Satish & Lim, Weng Marc & Kaur, Jaspreet & Sharma, Anuj & Schiavone, Francesco, 2023. "From moon landing to metaverse: Tracing the evolution of Technological Forecasting and Social Change," Technological Forecasting and Social Change, Elsevier, vol. 189(C).
  6. Li, Hui & Usman, Nazar & Coulibay, Megnoro Hamed & Phiri, Ruth & Tang, Xiaoying, 2022. "Does the resources curse hypothesis exist in China? What is the dynamic role of fiscal decentralization, economic policy uncertainty, and technology innovation for sustainable financial development?," Resources Policy, Elsevier, vol. 79(C).
  7. Chen, Zhonglu & Umar, Muhammad & Su, Chi-Wei & Mirza, Nawazish, 2023. "Renewable energy, credit portfolios and intermediation spread: Evidence from the banking sector in BRICS," Renewable Energy, Elsevier, vol. 208(C), pages 561-566.
  8. Chen, Zhonglu & Mirza, Nawazish & Huang, Lei & Umar, Muhammad, 2022. "Green Banking—Can Financial Institutions support green recovery?," Economic Analysis and Policy, Elsevier, vol. 75(C), pages 389-395.
  9. Wang, Zhongbao & Razzaq, Asif, 2022. "Natural resources, energy efficiency transition and sustainable development: Evidence from BRICS economies," Resources Policy, Elsevier, vol. 79(C).
  10. Zhu, Bo & Liang, Chao & Mirza, Nawazish & Umar, Muhammad, 2023. "What drives gearing in early-stage firms? Evidence from blue economy startups," Journal of Business Research, Elsevier, vol. 161(C).
  11. Helena Redondo & Elisa Aracil, 2024. "Climate‐related credit risk: Rethinking the credit risk framework," Global Policy, London School of Economics and Political Science, vol. 15(S1), pages 21-33, March.
  12. Noluthando Mngadi & Hossana Twinomurinzi, 2023. "Quantifying Causality between Climate Change and Credit Risk: A Bibliometric Study and Research Agenda," Sustainability, MDPI, vol. 15(12), pages 1-15, June.
  13. Anton Gerunov, 2023. "Modern Approaches To Forecasting Firm Default Rates Over The Short To Medium Term: An Application To A Panel Of Polish Companies," Yearbook of the Faculty of Economics and Business Administration, Sofia University, Faculty of Economics and Business Administration, Sofia University St Kliment Ohridski - Bulgaria, vol. 22(1), pages 5-15, October.
  14. Huang, Jiaqing & Wang, Linlin & Siddik, Abu Bakkar & Abdul-Samad, Zulkiflee & Bhardwaj, Arpit & Singh, Bharat, 2023. "Forecasting GHG emissions for environmental protection with energy consumption reduction from renewable sources: A sustainable environmental system," Ecological Modelling, Elsevier, vol. 475(C).
  15. Rahat, Birjees & Nguyen, Pascal, 2022. "Risk-adjusted investment performance of green and black portfolios and impact of toxic divestments in emerging markets," Energy Economics, Elsevier, vol. 116(C).
  16. Pang, Deliang & Li, Kuangzhe & Wang, Gang & Ajaz, Tahseen, 2022. "The asymmetric effect of green investment, natural resources, and growth on financial inclusion in China," Resources Policy, Elsevier, vol. 78(C).
  17. Zhang, Lifeng & Chao, Xiangrui & Qian, Qian & Jing, Fuying, 2022. "Credit evaluation solutions for social groups with poor services in financial inclusion: A technical forecasting method," Technological Forecasting and Social Change, Elsevier, vol. 183(C).
  18. Liu, Kaiyuan & Afzal, Ayesha & Zhong, Yifan & Hasnaoui, Amir & Yue, Xiao-Guang, 2023. "Investigating the resource curse: Evidence from MENA and N-11 countries," Resources Policy, Elsevier, vol. 80(C).
  19. Li, Lifang & Qiu, Lexin & Xu, Fangming & Zheng, Xinwei, 2023. "The impact of green credit on firms' green investment efficiency: Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 79(C).
  20. Yang Liu & Fei Huang & Lili Ma & Qingguo Zeng & Jiale Shi, 2024. "Credit scoring prediction leveraging interpretable ensemble learning," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 43(2), pages 286-308, March.
  21. Zhou, Xiaoxiao & Lin, Junjie & Wang, Lu & Huang, Hongyun & Zhao, Xin, 2022. "Wind power resources and China's sustainable development roadmap: Evidence from China," Resources Policy, Elsevier, vol. 79(C).
  22. Dai, Zhifeng & Luo, Zhuang & Liu, Chang, 2023. "Dynamic volatility spillovers and investment strategies between crude oil, new energy, and resource related sectors," Resources Policy, Elsevier, vol. 83(C).
  23. Rahat, Birjees & Nguyen, Pascal, 2023. "Does ESG performance impact credit portfolios? Evidence from lending to mineral resource firms in emerging markets," Resources Policy, Elsevier, vol. 85(PB).
  24. Pan, Changchun & Sun, Tiezhu & Mirza, Nawazish & Huang, Yuzhe, 2022. "The pricing of low emission transitions: Evidence from stock returns of natural resource firms in the GCC," Resources Policy, Elsevier, vol. 79(C).
  25. Junchao Zhang & Wei Han, 2022. "Carbon emission trading and equity markets in China: How liquidity is impacting carbon returns?," Economic Research-Ekonomska Istraživanja, Taylor & Francis Journals, vol. 35(1), pages 6466-6478, December.
  26. Zhang, Mingming & Wong, Wing-Keung & Kim Oanh, Thai Thi & Muda, Iskandar & Islam, Saiful & Hishan, Sanil S. & Abduvaxitovna, Shamansurova Zilola, 2023. "Regulating environmental pollution through natural resources and technology innovation: Revisiting the environment Kuznet curve in China through quantile-based ARDL estimations," Resources Policy, Elsevier, vol. 85(PA).
  27. Wang, Xiang & Yin, Jian & Yang, Yao & Muda, Iskandar & Abduvaxitovna, Shamansurova Zilola & AlWadi, Belal Mahmoud & Castillo-Picon, Jorge & Abdul-Samad, Zulkiflee, 2023. "Relationship between the resource curse, Forest management and sustainable development and the importance of R&D Projects," Resources Policy, Elsevier, vol. 85(PA).
  28. Cohen, Gil & Aiche, Avishay, 2023. "Forecasting gold price using machine learning methodologies," Chaos, Solitons & Fractals, Elsevier, vol. 175(P2).
  29. Zhu, Mingqi, 2023. "Validating resources curse hypothesis in US: Exploring the relevancy of financial market risk and technology innovation," Resources Policy, Elsevier, vol. 84(C).
  30. Ma, Yechi & Sha, Yezhou & Wang, Zilong & Zhang, Wenjing, 2023. "The effect of the policy mix of green credit and government subsidy on environmental innovation," Energy Economics, Elsevier, vol. 118(C).
  31. Wang, Lu & Wu, Jiangbin & Cao, Yang & Hong, Yanran, 2022. "Forecasting renewable energy stock volatility using short and long-term Markov switching GARCH-MIDAS models: Either, neither or both?," Energy Economics, Elsevier, vol. 111(C).
  32. Muhammad Akram Shahzad & Madiha Riaz, 2022. "Assessing the Impact of Green Finance on Environmental Sustainability," Journal of Policy Research (JPR), Research Foundation for Humanity (RFH), vol. 8(3), pages 196-220, September.
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