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Oil and asset classes implied volatilities: Investment strategies and hedging effectiveness

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  1. Xiang, Youtao & Borjigin, Sumuya, 2024. "Multilayer networks for measuring interconnectedness among global stock markets through the lens of trading volume-price relationship," Global Finance Journal, Elsevier, vol. 62(C).
  2. Mbarek, Marouene & Msolli, Badreddine, 2025. "Assessing linkages between supply chain tokens and other assets: Evidence from a time-frequency quantile connectedness approach," Journal of Behavioral and Experimental Finance, Elsevier, vol. 46(C).
  3. Haibo Wang, 2025. "Assessing Dynamic Connectedness in Global Supply Chain Infrastructure Portfolios: The Impact of Risk Factors and Extreme Events," Papers 2508.04858, arXiv.org.
  4. Jing, Ruixue & Rocha, Luis E.C., 2023. "A network-based strategy of price correlations for optimal cryptocurrency portfolios," Finance Research Letters, Elsevier, vol. 58(PC).
  5. Najaf Iqbal & Elie Bouri & Guangrui Liu & Ashish Kumar, 2024. "Volatility spillovers during normal and high volatility states and their driving factors: A cross‐country and cross‐asset analysis," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 29(1), pages 975-995, January.
  6. Tsopmo, Pierre Christian & Mbouombouo Vessah, Salim Ahmed & Soumtang Bime, Valentine & Mondjeli Mwa Ndjokou, Itchoko Motande, 2024. "Do African countries avoid the curse of natural resources on social cohesion?," Resources Policy, Elsevier, vol. 98(C).
  7. Awijen, Haithem & Ben Jabeur, Sami & Ballouk, Houssein, 2024. "Mineral policy dynamics and their impact on equity market volatility in the global south: A multi-country analysis," Resources Policy, Elsevier, vol. 99(C).
  8. Ali, Shoaib & Al-Nassar, Nassar S. & Naveed, Muhammad, 2024. "Bridging the gap: Uncovering static and dynamic relationships between digital assets and BRICS equity markets," Global Finance Journal, Elsevier, vol. 60(C).
  9. Mensi, Walid & Lee, Yun-Jung & Vo, Xuan Vinh & Yoon, Seong-Min, 2021. "Quantile connectedness among gold, gold mining, silver, oil and energy sector uncertainty indexes," Resources Policy, Elsevier, vol. 74(C).
  10. Khan, Naveed & Yaya, OlaOluwa S. & Vo, Xuan Vinh & Zada, Hassan, 2025. "Quantile time-frequency connectedness and spillovers among financial stress, cryptocurrencies and commodities," Resources Policy, Elsevier, vol. 103(C).
  11. Tiwari, Aviral Kumar & Aikins Abakah, Emmanuel Joel & Gabauer, David & Dwumfour, Richard Adjei, 2022. "Dynamic spillover effects among green bond, renewable energy stocks and carbon markets during COVID-19 pandemic: Implications for hedging and investments strategies," Global Finance Journal, Elsevier, vol. 51(C).
  12. Banerjee, Ameet Kumar & Pradhan, H.K. & Sensoy, Ahmet & Goodell, John W., 2024. "Assessing the US financial sector post three bank collapses: Signals from fintech and financial sector ETFs," International Review of Financial Analysis, Elsevier, vol. 91(C).
  13. Wang, Wei & Enilov, Martin & Stankov, Petar, 2025. "Can cryptocurrency or gold rescue BRICS stocks amid the Russia-Ukraine conflict?," International Review of Financial Analysis, Elsevier, vol. 104(PA).
  14. Peipei, Wang & James, William, 2024. "Predicting oil price fluctuations: Integrating external indicators and advanced regression techniques," Resources Policy, Elsevier, vol. 97(C).
  15. Chishti, Muhammad Zubair & Dogan, Eyup & Binsaeed, Rima H., 2024. "Can artificial intelligence and green finance affect economic cycles?," Technological Forecasting and Social Change, Elsevier, vol. 209(C).
  16. Cocca, Teodoro & Gabauer, David & Pomberger, Stefan, 2024. "Clean energy market connectedness and investment strategies: New evidence from DCC-GARCH R2 decomposed connectedness measures," Energy Economics, Elsevier, vol. 136(C).
  17. Ding, Qian & Huang, Jianbai & Chen, Jinyu, 2021. "Dynamic and frequency-domain risk spillovers among oil, gold, and foreign exchange markets: Evidence from implied volatility," Energy Economics, Elsevier, vol. 102(C).
  18. Chiappari, Mattia & Scotti, Francesco & Flori, Andrea, 2025. "Hedging financial risks with a climate index based on EU ETS firms," Energy, Elsevier, vol. 320(C).
  19. Ha, Le Thanh & Nham, Nguyen Thi Hong, 2022. "An application of a TVP-VAR extended joint connected approach to explore connectedness between WTI crude oil, gold, stock and cryptocurrencies during the COVID-19 health crisis," Technological Forecasting and Social Change, Elsevier, vol. 183(C).
  20. Rim El Khoury & Muneer M. Alshater & Onur Polat, 2025. "Japanese stock market sectoral dynamics: A time and frequency analysis," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 30(2), pages 1249-1274, April.
  21. Baris Kocaarslan, 2025. "Reserve currency and the time-varying link between uncertainties in commodity and financial markets," Financial Markets and Portfolio Management, Springer;Swiss Society for Financial Market Research, vol. 39(3), pages 415-441, September.
  22. Walid Mensi & Salem Adel Ziadat & Xuan Vinh Vo & Sang Hoon Kang, 2024. "Spillovers and Portfolio Management Between the Uncertainty Indices of Oil and Gold and G7 Stock Markets," Computational Economics, Springer;Society for Computational Economics, vol. 64(4), pages 2233-2262, October.
  23. Qadeer, Abdul & Hunjra, Ahmed Imran & Sami, Mina & De Moor, Lieven, 2025. "Portfolio investment analysis and asymmetric shock transmission among green investment, fixed income, and commodity markets," The Journal of Economic Asymmetries, Elsevier, vol. 32(C).
  24. Furuoka, Fumitaka & Yaya, OlaOluwa Simon & Ling, Pui Kiew & Al-Faryan, Mamdouh Abdulaziz Saleh & Islam, M. Nazmul, 2023. "Transmission of risks between energy and agricultural commodities: Frequency time-varying VAR, asymmetry and portfolio management," Resources Policy, Elsevier, vol. 81(C).
  25. Billah, Mabruk & Hadhri, Sinda & Shaik, Muneer & Balli, Faruk, 2024. "Asymmetric connectedness and investment strategies between commodities and Islamic banks: Evidence from gulf cooperative council (GCC) markets," Pacific-Basin Finance Journal, Elsevier, vol. 86(C).
  26. Bouri, Elie & Lei, Xiaojie & Xu, Yahua & Zhang, Hongwei, 2023. "Connectedness in implied higher-order moments of precious metals and energy markets," Energy, Elsevier, vol. 263(PB).
  27. Bibi, Rashida & Gulzar, Saqib & Shahzad, Syed Jawad Hussain, 2025. "ESG leaders and crypto currency market: Asymmetric TVP-VAR connectedness and investment approaches," Research in International Business and Finance, Elsevier, vol. 76(C).
  28. Tian, Tingting & Lai, Kee-hung & Wong, Christina W.Y., 2022. "Connectedness mechanisms in the “Carbon-Commodity-Finance” system: Investment and management policy implications for emerging economies," Energy Policy, Elsevier, vol. 169(C).
  29. Baris Kocaarslan & Ugur Soytas, 2025. "How do the reserve currency and uncertainties in major markets affect the uncertainty of oil prices over time?," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 30(2), pages 2016-2041, April.
  30. Tonuchi E. Joseph & Atif Jahanger & Joshua Chukwuma Onwe & Daniel Balsalobre-Lorente, 2025. "The Implication of Cryptocurrency Volatility on Five Largest African Financial System Stability," Springer Books, in: Gang Kou & Yongqiang Li & Zongyi Zhang & J. Leon Zhao & Zhi Zhuo (ed.), Blockchain, Crypto Assets, and Financial Innovation, pages 192-216, Springer.
  31. Jiangying Wei & Ridong Hu & Feng Chen, 2024. "The Path to Sustainable Stability: Can ESG Investing Mitigate the Spillover Effects of Risk in China’s Financial Markets?," Sustainability, MDPI, vol. 16(23), pages 1-25, November.
  32. Bin Mo & Juan Meng & Guannan Wang, 2023. "Risk Dependence and Risk Spillovers Effect from Crude Oil on the Chinese Stock Market and Gold Market: Implications on Portfolio Management," Energies, MDPI, vol. 16(5), pages 1-17, February.
  33. Banerjee, Ameet Kumar & Sensoy, Ahmet & Goodell, John W., 2024. "Volatility connectedness between geopolitical risk and financial markets: Insights from pandemic and military crisis periods," International Review of Economics & Finance, Elsevier, vol. 96(PC).
  34. Samia Nasreen & Aviral Kumar Tiwari & Seong-Min Yoon, 2021. "Dynamic Connectedness and Portfolio Diversification during the Coronavirus Disease 2019 Pandemic: Evidence from the Cryptocurrency Market," Sustainability, MDPI, vol. 13(14), pages 1-14, July.
  35. Chen, Zhang-HangJian & Wu, Wang-Long & Li, Sai-Ping & Bao, Kun & Koedijk, Kees G., 2024. "Social media information diffusion and excess stock returns co-movement," International Review of Financial Analysis, Elsevier, vol. 91(C).
  36. Alshammari, Saad & Mbarek, Marouene & Mrad, Fatma & Msolli, Badreddine, 2025. "Downside risk transmission between green cryptocurrencies and carbon efficient equities: Evidence from a frequency connectedness approach," Finance Research Letters, Elsevier, vol. 78(C).
  37. Guglielmo Maria Caporale & Alex Plastun, 2021. "Gold and oil prices: abnormal returns, momentum and contrarian effects," Financial Markets and Portfolio Management, Springer;Swiss Society for Financial Market Research, vol. 35(3), pages 353-368, September.
  38. Wang, Haibo, 2025. "Assessing dynamic connectedness in global supply chain infrastructure portfolios: The impact of risk factors and extreme events," Global Finance Journal, Elsevier, vol. 67(C).
  39. Xin Li & Kai-Hua Wang, 2026. "Does investment in fintech assets enhance performance in China’s financial sector? Evidence from multiple investment strategies," Electronic Commerce Research, Springer, vol. 26(2), pages 1489-1528, April.
  40. Adekoya, Oluwasegun B. & Akinseye, Ademola B. & Antonakakis, Nikolaos & Chatziantoniou, Ioannis & Gabauer, David & Oliyide, Johnson, 2022. "Crude oil and Islamic sectoral stocks: Asymmetric TVP-VAR connectedness and investment strategies," Resources Policy, Elsevier, vol. 78(C).
  41. Cai, Lu & Le, Thanh Tiep, 2023. "Natural resources and financial development: Role of corporate social responsibility on green economic growth in Vietnam," Resources Policy, Elsevier, vol. 81(C).
  42. Patra, Saswat & Malik, Kunjana, 2025. "Return and volatility connectedness among US and Latin American markets: A QVAR approach with implications for hedging and portfolio diversification," Global Finance Journal, Elsevier, vol. 65(C).
  43. Malhotra, Priya & Kumar, Sanjeev & Gubareva, Mariya & Mendes, José Zorro, 2026. "Dynamic nexus of clean energy metals, energy commodities and traditional assets: Multidimensional techniques and portfolio analysis," Research in International Business and Finance, Elsevier, vol. 81(C).
  44. Jia, Wenbo & Lyu, Yiqing & Zhu, Zixiang, 2024. "The tail risk of crude oil Price_Based on EPU and geopolitical risk perspective," Resources Policy, Elsevier, vol. 92(C).
  45. Kumar, Sanjeev & Jain, Reetika & Narain, & Balli, Faruk & Billah, Mabruk, 2023. "Interconnectivity and investment strategies among commodity prices, cryptocurrencies, and G-20 capital markets: A comparative analysis during COVID-19 and Russian-Ukraine war," International Review of Economics & Finance, Elsevier, vol. 88(C), pages 547-593.
  46. Zhang, Ditian & Tang, Pan & Tang, Chun & Lai, Xiaobing, 2025. "Interpretable machine learning unveils nonlinear drivers of global energy risk spillovers: A TVP-VAR approach," Economic Modelling, Elsevier, vol. 151(C).
  47. Dang, Tam Hoang Nhat & Balli, Faruk & Balli, Hatice Ozer & Gabauer, David & Nguyen, Thi Thu Ha, 2024. "Sectoral uncertainty spillovers in emerging markets: A quantile time–frequency connectedness approach," International Review of Economics & Finance, Elsevier, vol. 93(PB), pages 121-139.
  48. 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).
  49. Cui, Jinxin & Maghyereh, Aktham, 2023. "Higher-order moment risk connectedness and optimal investment strategies between international oil and commodity futures markets: Insights from the COVID-19 pandemic and Russia-Ukraine conflict," International Review of Financial Analysis, Elsevier, vol. 86(C).
  50. Patel, Ritesh & Gubareva, Mariya & Chishti, Muhammad Zubair & Teplova, Tamara, 2024. "Connectedness between healthcare cryptocurrencies and major asset classes: Implications for hedging and investments strategies," International Review of Financial Analysis, Elsevier, vol. 93(C).
  51. Cui, Jinxin & Alshater, Muneer M. & Mensi, Walid, 2023. "Higher-order moment risk spillovers and optimal portfolio strategies in global oil markets," Resources Policy, Elsevier, vol. 86(PA).
  52. Aharon, David Y. & Ali, Shoaib, 2024. "A high-frequency data dive into SVB collapse," Finance Research Letters, Elsevier, vol. 59(C).
  53. Yu, Mengyan & Umair, Muhammad & Oskenbayev, Yessengali & Karabayeva, Zhаnsaya, 2023. "Exploring the nexus between monetary uncertainty and volatility in global crude oil: A contemporary approach of regime-switching," Resources Policy, Elsevier, vol. 85(PB).
  54. Pham, Linh & Do, Hung Xuan, 2022. "Green bonds and implied volatilities: Dynamic causality, spillovers, and implications for portfolio management," Energy Economics, Elsevier, vol. 112(C).
  55. Liu, Jianjian & Wang, Shuhan & Xiang, Lijin & Ma, Shiqun & Xiao, Zumian, 2024. "Unveiling hidden connections: Spillover among BRICS' cryptocurrency-implied exchange rate discounts and US financial markets," The North American Journal of Economics and Finance, Elsevier, vol. 71(C).
  56. Hicham Ouakil & Salah Eddine Kartobi & Zakaria Salhi & Zineb Elhachimi, 2026. "Hedging MENA stock markets with gold, oil, and cryptocurrencies: evidence from the COVID-19 pandemic and Russia–Ukraine war periods," Eurasian Economic Review, Springer;Eurasia Business and Economics Society, vol. 16(1), pages 271-309, March.
  57. Li, Jingbo & Chen, Zhang-Hangjian & Gao, Xiang & Huisman, Ronald & Koedijk, Kees, 2024. "Lead-lag relations between the Chinese carbon and energy markets: Evidence from extreme climate shocks," Finance Research Letters, Elsevier, vol. 70(C).
  58. Zhang, Wenting & He, Xie & Hamori, Shigeyuki, 2022. "Volatility spillover and investment strategies among sustainability-related financial indexes: Evidence from the DCC-GARCH-based dynamic connectedness and DCC-GARCH t-copula approach," International Review of Financial Analysis, Elsevier, vol. 83(C).
  59. Lo, Gaye-Del & Marcelin, Isaac & Bassène, Théophile & Lo, Assane, 2024. "Connectedness and risk spillovers among sub-Saharan Africa and MENA equity markets," Emerging Markets Review, Elsevier, vol. 63(C).
  60. Zaharieva, Martina Danielova & Virbickaitė, Audronė & Santos, André Portela, 2025. "Intraday volatility transmission in global energy markets: A Bayesian nonparametric approach," Journal of Commodity Markets, Elsevier, vol. 39(C).
  61. Ahmad, Wasim & Hernandez, Jose Arreola & Saini, Seema & Mishra, Ritesh Kumar, 2021. "The US equity sectors, implied volatilities, and COVID-19: What does the spillover analysis reveal?," Resources Policy, Elsevier, vol. 72(C).
  62. Shang, Jin & Hamori, Shigeyuki, 2024. "Quantile time-frequency connectedness analysis between crude oil, gold, financial markets, and macroeconomic indicators: Evidence from the US and EU," Energy Economics, Elsevier, vol. 132(C).
  63. Evrim Mandaci, Pınar & Cagli, Efe C. & Taşkin, Dilvin & Tedik Kocakaya, Birce, 2025. "Quantile-on-quantile connectedness of uncertainty with fossil and green energy markets," Renewable Energy, Elsevier, vol. 249(C).
  64. SeungOh Han, 2026. "Volatility spillovers and portfolio diversification strategies after the 2023 Israel–Hamas conflict," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 12(1), pages 1-45, December.
  65. Mejri, Sami & Jareño, Francisco & Khan, Nasir & Leccadito, Arturo, 2025. "Spillover dynamics between green and non-green cryptocurrencies: Unrevealing the role of geopolitical risk," International Review of Economics & Finance, Elsevier, vol. 101(C).
  66. Kocaarslan, Baris, 2024. "US dollar and oil market uncertainty: New evidence from explainable machine learning," Finance Research Letters, Elsevier, vol. 64(C).
  67. Konstantakis, Konstantinos N. & Koulmas, Pavlos & Michaelides, Panayotis G. & Porcher, Thomas & Prelorentzos, Arsenios-Georgios N., 2025. "Green bonds & clean energy in sustainable finance: Evidence from DCC-GARCH connectedness," International Review of Financial Analysis, Elsevier, vol. 103(C).
  68. Chen, Shuiyang & Meng, Bin & Lv, Liang, 2025. "Cross-market risk contagion and portfolio diversification: a novel dynamic connectedness framework for fossil fuel and shipping markets," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 204(C).
  69. Yang, Kun & Wei, Yu & Li, Shouwei & Liu, Liang & Wang, Lei, 2021. "Global financial uncertainties and China’s crude oil futures market: Evidence from interday and intraday price dynamics," Energy Economics, Elsevier, vol. 96(C).
  70. Chen, Zhang-Hangjian & Chu, Wei-Wei & Gao, Xiang & Koedijk, Kees G. & Xu, Yaping, 2024. "Extreme weather, climate risk, and the lead–lag role of carbon," Global Finance Journal, Elsevier, vol. 61(C).
  71. Hoque, Mohammad Enamul & Soo-Wah, Low & Billah, Mabruk, 2023. "Time-frequency connectedness and spillover among carbon, climate, and energy futures: Determinants and portfolio risk management implications," Energy Economics, Elsevier, vol. 127(PB).
  72. OlaOluwa Yaya & Olayinka Adenikinju & Hammed A. Olayinka, 2024. "African stock markets’ connectedness: Quantile VAR approach," Modern Finance, Modern Finance Institute, vol. 2(1), pages 51-68.
  73. Abdullah, Mohammad & Chowdhury, Mohammad Ashraful Ferdous & Sulong, Zunaidah, 2023. "Asymmetric efficiency and connectedness among green stocks, halal tourism stocks, cryptocurrencies, and commodities: Portfolio hedging implications," Resources Policy, Elsevier, vol. 81(C).
  74. Mbarek, Marouene & Msolli, Badreddine, 2025. "Tokens and cryptocurrencies: Evidence from asymmetric frequency connectedness approach," Research in International Business and Finance, Elsevier, vol. 77(PA).
  75. Song, Feng & Cui, Jian & Yu, Yihua, 2022. "Dynamic volatility spillover effects between wind and solar power generations: Implications for hedging strategies and a sustainable power sector," Economic Modelling, Elsevier, vol. 116(C).
  76. Raza, Syed Ali & Sharif, Arshian & Kumar, Satish & Ahmed, Maiyra, 2023. "Connectedness between monetary policy uncertainty and sectoral stock market returns: Evidence from asymmetric TVP-VAR approach," International Review of Financial Analysis, Elsevier, vol. 90(C).
  77. Çelik, İsmail & Sak, Ahmet Furkan & Höl, Arife Özdemir & Vergili, Gizem, 2022. "The dynamic connectedness and hedging opportunities of implied and realized volatility: Evidence from clean energy ETFs," The North American Journal of Economics and Finance, Elsevier, vol. 60(C).
  78. Echaust, Krzysztof & Just, Małgorzata & Kliber, Agata, 2024. "To hedge or not to hedge? Cryptocurrencies, gold and oil against stock market risk," International Review of Financial Analysis, Elsevier, vol. 94(C).
  79. Adele Ravagnani & Mattia Chiappari & Andrea Flori & Piero Mazzarisi & Marco Patacca, 2026. "Hedging market risk and uncertainty via a robust portfolio approach," Papers 2604.02126, arXiv.org.
  80. Patel, Ritesh & Kumar, Sanjeev & Agnihotri, Shalini, 2025. "Unveiling the crypto-green nexus: A risk management and investment strategy approach through the lens of NFTs, DeFis, green cryptocurrencies, and green investments," The North American Journal of Economics and Finance, Elsevier, vol. 75(PA).
  81. Naeem, Muhammad Abubakr & Chatziantoniou, Ioannis & Gabauer, David & Karim, Sitara, 2024. "Measuring the G20 stock market return transmission mechanism: Evidence from the R2 connectedness approach," International Review of Financial Analysis, Elsevier, vol. 91(C).
  82. Elsayed, Ahmed H. & Naifar, Nader & Uddin, Gazi Salah & Wang, Gang-Jin, 2023. "Multilayer information spillover networks between oil shocks and banking sectors: Evidence from oil-rich countries," International Review of Financial Analysis, Elsevier, vol. 87(C).
  83. Yahya, Farzan & Abbas, Ghulam & Lee, Chien-Chiang, 2023. "Asymmetric effects and volatility transmission from metals markets to solar energy stocks: Evidence from DCC, ADCC, and quantile regression approach," Resources Policy, Elsevier, vol. 82(C).
  84. Debojyoti Das & Anupam Dutta & Rabin K. Jana & Indranil Ghosh, 2023. "The asymmetric impact of oil price uncertainty on emerging market financial stress: A quantile regression approach," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 28(4), pages 4299-4323, October.
  85. Rabbani, Mustafa Raza & Billah, Syed Mabruk & Shaik, Muneer & Rahman, Mashuk & Boujlil, Rhada, 2023. "Dynamic connectedness, spillover, and optimal hedging strategy among FinTech, Sukuk, and Islamic equity markets," Global Finance Journal, Elsevier, vol. 58(C).
  86. Mishra, Aswini Kumar & Anand K, Kamesh & Venkatasai Kappagantula, Akhil, 2025. "Unveiling asymmetric return spillovers with portfolio implications among Indian stock sectors during Covid-19 pandemic," The North American Journal of Economics and Finance, Elsevier, vol. 75(PA).
  87. Jingbo Guo & Zhiyong Wang, 2023. "Spillover effects of RMB exchange rate among RCEP member countries: Empirical evidence from time-frequency domain approach," PLOS ONE, Public Library of Science, vol. 18(6), pages 1-27, June.
  88. Xu, Lan & Wu, Yang, 2023. "Nexus between green finance, renewable energy and carbon emission: Empirical evidence from selected Asian economies," Renewable Energy, Elsevier, vol. 215(C).
  89. Dinesh Gajurel & Akhila Chawla, 2022. "The oil price crisis and contagion effects on the Canadian economy," Applied Economics, Taylor & Francis Journals, vol. 54(13), pages 1527-1543, March.
  90. Mbarek, Marouene, 2025. "Exploring the nexus between sustainable energy tokens, electric vehicles, and the hydrogen economy," Research in International Business and Finance, Elsevier, vol. 77(PB).
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