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Crude oil prices and clean energy stock indices: Lagged and asymmetric effects with quantile regression

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Cited by:

  1. Si Mohammed, Kamel & Abddel-Jalil Sallam, Osama Azmi & Abdelkader, Salim Bourchid & Radulescu, Magdalena, 2024. "Dynamic effects of digital governance and government interventions on natural resources management: Fresh findings from Chinese provinces," Resources Policy, Elsevier, vol. 92(C).
  2. Dutta, Anupam & Bouri, Elie & Rothovius, Timo & Uddin, Gazi Salah, 2023. "Climate risk and green investments: New evidence," Energy, Elsevier, vol. 265(C).
  3. Choi, Gahyun & Park, Kwangyeol & Yi, Eojin & Ahn, Kwangwon, 2023. "Price fairness: Clean energy stocks and the overall market," Chaos, Solitons & Fractals, Elsevier, vol. 168(C).
  4. Tiwari, Aviral Kumar & Aikins Abakah, Emmanuel Joel & Doğan, Buhari & Adekoya, Oluwasegun B. & Wohar, Mark, 2024. "Asymmetric spillover effects in energy markets," International Review of Economics & Finance, Elsevier, vol. 92(C), pages 470-502.
  5. Hatem Brik & Jihene El Ouakdi, 2024. "Interplay of Volatility and Geopolitical Tensions in Clean Energy Markets: A Comprehensive GARCH-LSTM Forecasting Approach," International Journal of Energy Economics and Policy, Econjournals, vol. 14(4), pages 92-107, July.
  6. Emilie Couture, 2026. "Hydrogen in financial markets: A hybrid asset at the crossroads of technology and clean energy," EconomiX Working Papers 2026-7, University of Paris Nanterre, EconomiX.
  7. Asl, Mahdi Ghaemi & Canarella, Giorgio & Miller, Stephen M., 2021. "Dynamic asymmetric optimal portfolio allocation between energy stocks and energy commodities: Evidence from clean energy and oil and gas companies," Resources Policy, Elsevier, vol. 71(C).
  8. Remy Jonkam Oben & Aliya Zhakanova Isiksal, 2026. "Decentralized finance portfolio optimization: assessing green and brown investments before, during, and after COVID-19," Economic Change and Restructuring, Springer, vol. 59(2), pages 1-51, April.
  9. Mehmet Balcilar & Busra Agan, 2024. "Identifying the Key Drivers in Energy Technology Fields: The Role of Spillovers and Public Policies," Sustainability, MDPI, vol. 16(20), pages 1-28, October.
  10. Kayani, Umar Nawaz & Hassan, M. Kabir & Moussa, Faten & Hossain, Gazi Farid, 2023. "Oil in crisis: What can we learn," The Journal of Economic Asymmetries, Elsevier, vol. 28(C).
  11. Muhammad Usman, 2023. "A stochastic dominance analysis of conventional and clean energy stocks during different oil market conditions," Empirical Economics, Springer, vol. 65(2), pages 875-897, August.
  12. Zheng, Yuqi & Lucey, Brian, 2025. "What REALLY drives clean energy stocks - Fear or Fundamentals?," Energy Economics, Elsevier, vol. 148(C).
  13. Rao, Amar & Lucey, Brian & Kumar, Satish & Lim, Weng Marc, 2025. "Corrigendum to “Do green energy markets catch cold when conventional energy markets sneeze?” [Energy Economics Volume 127, Part A, November 2023, 107035]," Energy Economics, Elsevier, vol. 148(C).
  14. Bouri, Elie & Hammoud, Rami & Kassm, Christina Abou, 2023. "The effect of oil implied volatility and geopolitical risk on GCC stock sectors under various market conditions," Energy Economics, Elsevier, vol. 120(C).
  15. Li, Bin, 2024. "Leading role of natural resources, eco-efficiency assessment, and energy transition in environmental sustainability: A depth of digital transformation," Resources Policy, Elsevier, vol. 94(C).
  16. José Alves & Clarisse Wagner, 2024. "Leveraging interest-growth differentials: Hidden effects of government financial assets in the European Union," Working Papers REM 2024/0307, ISEG - Lisbon School of Economics and Management, REM, Universidade de Lisboa.
  17. Shanglei Chai & Wenjun Chu & Zhen Zhang & Zhilong Li & Mohammad Zoynul Abedin, 2025. "Dynamic nonlinear connectedness between the green bonds, clean energy, and stock price: the impact of the COVID-19 pandemic," Annals of Operations Research, Springer, vol. 345(2), pages 1137-1164, February.
  18. Wang, Zhuo & Chen, Xiaodan & Zhou, Chunyan & Zhang, Yifeng & Wei, Yu, 2024. "Examining the quantile cross-coherence between fossil energy and clean energy: Is the dependence structure changing with the COVID-19 outbreak?," International Review of Financial Analysis, Elsevier, vol. 94(C).
  19. 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.
  20. Ozkan, Oktay & Olasehinde‐Williams, Godwin & Olanipekun, Ifedolapo Olabisi, 2025. "Effects of the Paris Agreement on new energy investments: Do energy risks play a role? Evidence from (multivariate) time-varying quantile regression," Energy, Elsevier, vol. 340(C).
  21. Ren, Yinghua & Wang, Nairong & Zhu, Huiming, 2025. "Dynamic connectedness of climate risks, oil shocks, and China’s energy futures market: Time-frequency evidence from Quantile-on-Quantile regression," The North American Journal of Economics and Finance, Elsevier, vol. 75(PA).
  22. Gök, Remzi & Bouri, Elie & Gemici, Eray, 2022. "Can Twitter-based economic uncertainty predict safe-haven assets under all market conditions and investment horizons?," Technological Forecasting and Social Change, Elsevier, vol. 185(C).
  23. Shahbaz, Muhammad & Trabelsi, Nader & Tiwari, Aviral Kumar & Abakah, Emmanuel Joel Aikins & Jiao, Zhilun, 2021. "Relationship between green investments, energy markets, and stock markets in the aftermath of the global financial crisis," Energy Economics, Elsevier, vol. 104(C).
  24. Gong, Xiao-Li & Jia, Kai-Wen & Xiong, Xiong, 2025. "How major geopolitical events affect tail risk contagion in global crude oil markets —evidence from the Russia-Ukraine conflict," International Review of Economics & Finance, Elsevier, vol. 103(C).
  25. Sarit Maitra, 2023. "Impact of Economic Uncertainty, Geopolitical Risk, Pandemic, Financial & Macroeconomic Factors on Crude Oil Returns -- An Empirical Investigation," Papers 2310.01123, arXiv.org, revised Oct 2023.
  26. Zhang, Xinxin & Bouri, Elie & Xu, Yahua & Zhang, Gongqiu, 2022. "The asymmetric relationship between returns and implied higher moments: Evidence from the crude oil market," Energy Economics, Elsevier, vol. 109(C).
  27. Yang, Shengyao & Zhu, Meng Nan & Yu, Haiyan, 2024. "Are artificial intelligence and blockchain the key to unlocking the box of clean energy?," Energy Economics, Elsevier, vol. 134(C).
  28. Slatina Enis & Lazović-Pita Lejla & Abdić Ademir & Abdić Adem, 2023. "The Relationship Between Oil Prices and Stock Prices of the European Renewable Energy Companies: A Vector Autoregressive Analysis," Naše gospodarstvo/Our economy, Sciendo, vol. 69(4), pages 1-11, December.
  29. Fu, Zheng & Chen, Zhiguo & Sharif, Arshian & Razi, Ummara, 2022. "The role of financial stress, oil, gold and natural gas prices on clean energy stocks: Global evidence from extreme quantile approach," Resources Policy, Elsevier, vol. 78(C).
  30. Gustafsson, Robert & Dutta, Anupam & Bouri, Elie, 2022. "Are energy metals hedges or safe havens for clean energy stock returns?," Energy, Elsevier, vol. 244(PA).
  31. 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).
  32. Chen, Zhuoyi & Liu, Yuanyuan & Zhang, Hongwei, 2024. "Can geopolitical risks impact the long-run correlation between crude oil and clean energy markets? Evidence from a regime-switching analysis," Renewable Energy, Elsevier, vol. 229(C).
  33. Rui Manuel Dias & Mariana Chambino & Nuno Teixeira & Paulo Alexandre & Paula Heliodoro, 2023. "Balancing Portfolios with Metals: A Safe Haven for Green Energy Investors?," Energies, MDPI, vol. 16(20), pages 1-21, October.
  34. Irfanullah Khan & Muhammad Tayyab & Faheem Ur Rehman, 2026. "Exploring global contagion in artificial Intelligence, supply chain pressure, oil price, and economic policy uncertainty: insights from a bayesian TVP-SV-VAR model," Economic Change and Restructuring, Springer, vol. 59(1), pages 1-34, February.
  35. Shah, Waheed Ullah & Younis, Ijaz & Missaoui, Ibtissem & Liu, Xiyu, 2025. "Environmental transitions effect of renewable energy and fintech markets on Europe's real estate stock market," Renewable Energy, Elsevier, vol. 243(C).
  36. Li, Jingpeng & Umar, Muhammad & Huo, Jiale, 2023. "The spillover effect between Chinese crude oil futures market and Chinese green energy stock market," Energy Economics, Elsevier, vol. 119(C).
  37. Yang, Yajie & Zhao, Longfeng & Chen, Lin & Wang, Chao & Wang, Gang-Jin, 2025. "The spillover effects between renewable energy tokens and energy assets," Research in International Business and Finance, Elsevier, vol. 74(C).
  38. Cheikh, Nidhaleddine Ben & Zaied, Younes Ben, 2023. "Investigating the dynamics of crude oil and clean energy markets in times of geopolitical tensions," Energy Economics, Elsevier, vol. 124(C).
  39. Talat S. Genc & Stephen Kosempel, 2023. "Energy Transition and the Economy: A Review Article," Energies, MDPI, vol. 16(7), pages 1-26, March.
  40. Si Mohammed, Kamel & Khalfaoui, Rabeh & Doğan, Buhari & Sharma, Gagan Deep & Mentel, Urszula, 2023. "The reaction of the metal and gold resource planning in the post-COVID-19 era and Russia-Ukrainian conflict: Role of fossil fuel markets for portfolio hedging strategies," Resources Policy, Elsevier, vol. 83(C).
  41. Ciner, Cetin & Kosedag, Arman & Lucey, Brian, 2023. "Predictors of clean energy stock returns: An analysis with best subset regressions," Finance Research Letters, Elsevier, vol. 55(PA).
  42. Leila Hedhili Zaier & Khaled Mokni & Ahdi Noomen Ajmi, 2024. "Causality relationships between climate policy uncertainty, renewable energy stocks, and oil prices: a mixed-frequency causality analysis," Future Business Journal, Springer, vol. 10(1), pages 1-11, December.
  43. Elsayed, Ahmed H. & Hoque, Mohammad Enamul & Billah, Mabruk, 2025. "Multilayer connectedness across geopolitical risks, clean, and dirty energy markets: The role of global uncertainty factors and climate surprise," Energy Economics, Elsevier, vol. 144(C).
  44. Wang, Minglu & Ouyang, Kexin & Jing, Peng, 2025. "Dynamic interplay of energy uncertainty, supply chain disruption, and digital transformation on China's renewable energy stocks," Energy Economics, Elsevier, vol. 141(C).
  45. Tan, Xueping & Geng, Yong & Vivian, Andrew & Wang, Xinyu, 2021. "Measuring risk spillovers between oil and clean energy stocks: Evidence from a systematic framework," Resources Policy, Elsevier, vol. 74(C).
  46. Li, Di & Wu, Zhige & Tang, Yixuan, 2024. "Do climate risks affect dirty–clean energy stock price dynamic correlations?," Energy Economics, Elsevier, vol. 136(C).
  47. Kayani, Umar & Ullah, Mirzat & Aysan, Ahmet Faruk & Nazir, Sidra & Frempong, Josephine, 2024. "Quantile connectedness among digital assets, traditional assets, and renewable energy prices during extreme economic crisis," Technological Forecasting and Social Change, Elsevier, vol. 208(C).
  48. Huang, Shuai & Tan, Huizhu, 2025. "Evaluating the effects of green supply chain, digital technologies, and energy prices on renewable energy innovations: A way forward for an emerging economy," Energy Economics, Elsevier, vol. 141(C).
  49. Xi, Yue & Zeng, Qing & Lu, Xinjie & Huynh, Toan L.D., 2022. "Oil and renewable energy stock markets: Unique role of extreme shocks," Energy Economics, Elsevier, vol. 109(C).
  50. Ali, Shoaib & Naveed, Muhammad & Youssef, Manel & Yousaf, Imran, 2024. "FinTech-powered integration: Navigating the static and dynamic connectedness between GCC equity markets and renewable energy cryptocurrencies," Resources Policy, Elsevier, vol. 89(C).
  51. Al-Fayoumi, Nedal & Bouri, Elie & Abuzayed, Bana, 2023. "Decomposed oil price shocks and GCC stock market sector returns and volatility," Energy Economics, Elsevier, vol. 126(C).
  52. Wei, Yu & Zhang, Jiahao & Chen, Yongfei & Wang, Yizhi, 2022. "The impacts of El Niño-southern oscillation on renewable energy stock markets: Evidence from quantile perspective," Energy, Elsevier, vol. 260(C).
  53. Kassouri, Yacouba & Kacou, Kacou Yves Thierry & Alola, Andrew Adewale, 2021. "Are oil-clean energy and high technology stock prices in the same straits? Bubbles speculation and time-varying perspectives," Energy, Elsevier, vol. 232(C).
  54. Lu, Xunfa & Huang, Nan & Mo, Jianlei & Ye, Zhitao, 2023. "Dynamics of the return and volatility connectedness among green finance markets during the COVID-19 pandemic," Energy Economics, Elsevier, vol. 125(C).
  55. Si Mohammed, K. & Mellit, A., 2023. "The relationship between oil prices and the indices of renewable energy and technology companies based on QQR and GCQ techniques," Renewable Energy, Elsevier, vol. 209(C), pages 97-105.
  56. Juan Meng & Yonghong Jiang & Haiwen Zhao & Ansheng Tanliang, 2024. "Asymmetric Effects of Renewable Energy Markets on China’s Green Financial Markets: A Perspective of Time and Frequency Dynamic Connectedness," Mathematics, MDPI, vol. 12(13), pages 1-15, June.
  57. Sirin, Selahattin Murat & Yilmaz, Berna N., 2024. "Energy transition and non-energy firms’ financial performance: Do markets value capability-based energy transition strategies?," Energy Economics, Elsevier, vol. 136(C).
  58. Guangxi Cao & Meijun Ling & Jingwen Wei & Chen Chen, 2025. "Dynamic Market Behavior and Price Prediction in Cryptocurrency: An Analysis Based on Asymmetric Herding Effects and LSTM," Computational Economics, Springer;Society for Computational Economics, vol. 65(6), pages 3325-3360, June.
  59. Zeinedini, Sh & Karimi, M. Sh & Khanzadi, A., 2022. "Impact of global oil and gold prices on the Iran stock market returns during the Covid-19 pandemic using the quantile regression approach," Resources Policy, Elsevier, vol. 76(C).
  60. Guo, Yawei & Li, Jianping & Li, Yehua & You, Wanhai, 2021. "The roles of political risk and crude oil in stock market based on quantile cointegration approach: A comparative study in China and US," Energy Economics, Elsevier, vol. 97(C).
  61. Ding Nan & Pomi Shahbaz & Shamsheer ul Haq & Muhammad Nadeem & Muhammad Imran, 2023. "The Economies’ Ability to Produce Diversified and Complex Goods to Meet the Global Competition: Role of Gross Value Chain, Institutional Quality, and Human Capital," Sustainability, MDPI, vol. 15(8), pages 1-17, April.
  62. Urom, Christian & Mzoughi, Hela & Ndubuisi, Gideon & Guesmi, Khaled, 2022. "Directional predictability and time-frequency spillovers among clean energy sectors and oil price uncertainty," The Quarterly Review of Economics and Finance, Elsevier, vol. 85(C), pages 326-341.
  63. Umar, Muhammad & Farid, Saqib & Naeem, Muhammad Abubakr, 2022. "Time-frequency connectedness among clean-energy stocks and fossil fuel markets: Comparison between financial, oil and pandemic crisis," Energy, Elsevier, vol. 240(C).
  64. Dutta, Anupam & Bouri, Elie & Saeed, Tareq, 2021. "News-based equity market uncertainty and crude oil volatility," Energy, Elsevier, vol. 222(C).
  65. Mzoughi, Hela & Urom, Christian & Guesmi, Khaled, 2022. "Downside and upside risk spillovers between green finance and energy markets," Finance Research Letters, Elsevier, vol. 47(PA).
  66. Cao, Guangxi & Xie, Fei, 2023. "The asymmetric impact of crude oil futures on the clean energy stock market: Based on the asymmetric variable coefficient quantile regression model," Renewable Energy, Elsevier, vol. 218(C).
  67. Almeida, Dora & Ferreira, Paulo & Dionísio, Andreia & Aslam, Faheem, 2025. "Exploring the connection between geopolitical risks and energy markets," Energy Economics, Elsevier, vol. 141(C).
  68. Zheng, Yan & Yin, Hua & Zhou, Min & Liu, Wenhua & Wen, Fenghua, 2021. "Impacts of oil shocks on the EU carbon emissions allowances under different market conditions," Energy Economics, Elsevier, vol. 104(C).
  69. Kassouri, Yacouba & Altıntaş, Halil, 2022. "The quantile dependence of the stock returns of “clean” and “dirty” firms on oil demand and supply shocks," Journal of Commodity Markets, Elsevier, vol. 28(C).
  70. Gao, Wang & Wei, Jiajia & Zhang, Hongwei & Zhang, Haizhen, 2024. "The higher-order moments connectedness between rare earth and clean energy markets and the role of geopolitical risk:New insights from a TVP-VAR framework," Energy, Elsevier, vol. 305(C).
  71. Wang, Lu & Ruan, Hang & Lai, Xiaodong & Li, Dongxin, 2024. "Economic extremes steering renewable energy trajectories: A time-frequency dissection of global shocks," Technological Forecasting and Social Change, Elsevier, vol. 202(C).
  72. Naeem, Muhammad Abubakr & Husain, Afzol & Bossman, Ahmed & Karim, Sitara, 2024. "Assessing the linkage of energy cryptocurrency with clean and dirty energy markets," Energy Economics, Elsevier, vol. 130(C).
  73. Li, Jingyu & Liu, Ranran & Yao, Yanzhen & Xie, Qiwei, 2022. "Time-frequency volatility spillovers across the international crude oil market and Chinese major energy futures markets: Evidence from COVID-19," Resources Policy, Elsevier, vol. 77(C).
  74. Koczar, Monika W. & Jareño, Francisco & Escribano, Ana, 2024. "Dynamic linkages and contagion effects: Analyzing the linkages between crude oil prices, US market sector indices and energy markets," The North American Journal of Economics and Finance, Elsevier, vol. 74(C).
  75. Tiwari, Aviral Kumar & Trabelsi, Nader & Abakah, Emmanuel Joel Aikins & Nasreen, Samia & Lee, Chien-Chiang, 2023. "An empirical analysis of the dynamic relationship between clean and dirty energy markets," Energy Economics, Elsevier, vol. 124(C).
  76. Ahmed, Walid M.A., 2024. "Attention to climate change and eco-friendly financial-asset prices: A quantile ARDL approach," Energy Economics, Elsevier, vol. 136(C).
  77. 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).
  78. Kliber, Agata & Łęt, Blanka & Řezáč, Pavel, 2024. "Can a boost in oil prices suspend the evolution of the green transportation market? Relationships between green indices and Brent oil," Energy, Elsevier, vol. 295(C).
  79. Lu, Xunfa & He, Pengchao & Zhang, Zhengjun & Apergis, Nicholas & Roubaud, David, 2024. "Extreme co-movements between decomposed oil price shocks and sustainable investments," Energy Economics, Elsevier, vol. 134(C).
  80. Bouoiyour, Jamal & Gauthier, Marie & Bouri, Elie, 2023. "Which is leading: Renewable or brown energy assets?," Energy Economics, Elsevier, vol. 117(C).
  81. Dutta, Anupam & Dutta, Probal, 2022. "Geopolitical risk and renewable energy asset prices: Implications for sustainable development," Renewable Energy, Elsevier, vol. 196(C), pages 518-525.
  82. Bhattacherjee, Purba & Mishra, Sibanjan & Bouri, Elie & Wee, Jung Bum, 2024. "ESG, clean energy, and petroleum futures markets: Asymmetric return connectedness and hedging effectiveness," International Review of Economics & Finance, Elsevier, vol. 94(C).
  83. Wang, Jiqian & Ma, Feng & Bouri, Elie & Zhong, Juandan, 2022. "Volatility of clean energy and natural gas, uncertainty indices, and global economic conditions," Energy Economics, Elsevier, vol. 108(C).
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  85. Kuang, Wei, 2021. "Which clean energy sectors are attractive? A portfolio diversification perspective," Energy Economics, Elsevier, vol. 104(C).
  86. Sadorsky, Perry, 2022. "Forecasting solar stock prices using tree-based machine learning classification: How important are silver prices?," The North American Journal of Economics and Finance, Elsevier, vol. 61(C).
  87. Ozcelebi, Oguzhan & El Khoury, Rim & Yoon, Seong-Min, 2024. "Interplay between renewable energy and fossil fuel markets: Fresh evidence from quantile-on-quantile and wavelet quantile approaches," Energy Economics, Elsevier, vol. 140(C).
  88. Hu, Guoheng & Gozgor, Giray & Lu, Zhou & Mahalik, Mantu Kumar & Pal, Shreya, 2024. "Determinants of renewable stock returns: The role of global supply chain pressure," Renewable and Sustainable Energy Reviews, Elsevier, vol. 191(C).
  89. Tiwari, Sunil & Si Mohammed, Kamel & Guesmi, Khaled, 2023. "A way forward to end energy poverty in China: Role of carbon-cutting targets and net-zero commitments," Energy Policy, Elsevier, vol. 180(C).
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  91. Jing Deng & Jingxuan Lu & Yujie Zheng & Xiaoyun Xing & Cheng Liu & Tao Qin, 2022. "The Impact of the COVID-19 Pandemic on the Connectedness between Green Industries and Financial Markets in China: Evidence from Time-Frequency Domain with Portfolio Implications," Sustainability, MDPI, vol. 14(20), pages 1-24, October.
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  103. Zheng, Biao & Zhang, Yuquan W. & Qu, Fang & Geng, Yong & Yu, Haishan, 2022. "Do rare earths drive volatility spillover in crude oil, renewable energy, and high-technology markets? — A wavelet-based BEKK- GARCH-X approach," Energy, Elsevier, vol. 251(C).
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