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Testing the safe-haven properties of gold and bitcoin in the backdrop of COVID-19: A wavelet quantile correlation approach

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Cited by:

  1. Elsayed, Ahmed H. & Khalfaoui, Rabeh & Nasreen, Samia & Gabauer, David, 2024. "The impact of oil shocks on green, clean, and socially responsible markets," Energy Economics, Elsevier, vol. 136(C).
  2. Tarchella, Salma & Khalfaoui, Rabeh & Hammoudeh, Shawkat, 2024. "The safe haven, hedging, and diversification properties of oil, gold, and cryptocurrency for the G7 equity markets: Evidence from the pre- and post-COVID-19 periods," Research in International Business and Finance, Elsevier, vol. 67(PB).
  3. Syuhada, Khreshna & Hakim, Arief & Suprijanto, Djoko & Muchtadi-Alamsyah, Intan & Arbi, Lukman, 2022. "Is Tether a safe haven of safe haven amid COVID-19? An assessment against Bitcoin and oil using improved measures of risk," Resources Policy, Elsevier, vol. 79(C).
  4. Li, Yuchun & Durani, Farah & Syed, Qasim Raza & Abddel-Jalil Sallam, Osama Azmi, 2024. "Role of minerals rent, geopolitical risk, and economic policy uncertainty in achieving green growth: Evidence from novel wavelet quantile correlation approach," Resources Policy, Elsevier, vol. 93(C).
  5. Zubair Ahmad Parrey & Arif Billah Dar & Manas Paul, 2025. "Revisiting precious metal mining stocks and precious metals as hedge, diversifiers and safe-havens: a multidimensional scaling and wavelet quantile correlation perspective," Empirical Economics, Springer, vol. 68(2), pages 511-533, February.
  6. Jian Mou & Wenting Liu & Chong Guan & J. Christopher Westland & Jongki Kim, 2024. "Predicting the cryptocurrency market using social media metrics and search trends during COVID-19," Electronic Commerce Research, Springer, vol. 24(2), pages 1307-1333, June.
  7. Patel, Ritesh & Gubareva, Mariya & Chishti, Muhammad Zubair, 2024. "Assessing the connectedness between cryptocurrency environment attention index and green cryptos, energy cryptos, and green financial assets," Research in International Business and Finance, Elsevier, vol. 70(PA).
  8. Fahad Ali & Muhammad Usman Khurram & Ahmet Sensoy, 2025. "Safe havens for Bitcoin and Ethereum: evidence from high-frequency data," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 11(1), pages 1-34, December.
  9. Enilov, Martin & Mensi, Walid & Stankov, Petar, 2023. "Does safe haven exist? Tail risks of commodity markets during COVID-19 pandemic," Journal of Commodity Markets, Elsevier, vol. 29(C).
  10. P. S. Niveditha, 2025. "Identifying Safe Haven Assets: Evidence from Fractal Market Hypothesis," Computational Economics, Springer;Society for Computational Economics, vol. 65(1), pages 313-335, January.
  11. Li, Xing & Aghazadeh, Sahar & Liaquat, Malka & Nassani, Abdelmohsen A. & Sunday Eweade, Babatunde, 2025. "Transforming Costa Rica's environmental quality: The role of renewable energy, rule of law, corruption control, and foreign direct investment in building a sustainable future," Renewable Energy, Elsevier, vol. 239(C).
  12. Nguyen, Bao Khac Quoc & Pham, Dung Thi Ngoc, 2025. "Investing during a Fintech revolution: The hedge and safe haven properties of Bitcoin and Ethereum," Research in International Business and Finance, Elsevier, vol. 73(PA).
  13. Zeng, Hongjun & Abedin, Mohammad Zoynul & Wu, Ran & Ahmed, Abdullahi D., 2024. "Asymmetric dependency among US national financial conditions and clean energy markets," Global Finance Journal, Elsevier, vol. 63(C).
  14. Abakah, Emmanuel Joel Aikins & Goodell, John W. & Sulong, Zunaidah & Abdullah, Mohammad, 2024. "Wavelet quantile correlation between DeFi assets and banking stocks," Finance Research Letters, Elsevier, vol. 70(C).
  15. Lü, Zheng & Ozcelebi, Oguzhan & Yoon, Seong-Min, 2025. "Impact of central bank digital currency uncertainty on international financial markets," Research in International Business and Finance, Elsevier, vol. 73(PA).
  16. Özkan, Oktay & Meo, Muhammad Saeed & Younus, Mehak, 2024. "Unearthing the hedge and safe-haven potential of green investment funds for energy commodities," Energy Economics, Elsevier, vol. 138(C).
  17. Khalfaoui, Rabeh & Goodell, John W. & Mefteh-Wali, Salma & Chishti, Muhammad Zubair & Gozgor, Giray, 2024. "Impact of climate risk shocks on global food and agricultural markets: A multiscale and tail connectedness analysis," International Review of Financial Analysis, Elsevier, vol. 93(C).
  18. 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).
  19. Hampl, Filip & Vágnerová Linnertová, Dagmar & Horváth, Matúš, 2024. "Crypto havens during war times? Evidence from the Russian invasion of Ukraine," The North American Journal of Economics and Finance, Elsevier, vol. 71(C).
  20. Just, Małgorzata & Echaust, Krzysztof, 2024. "Cryptocurrencies against stock market risk: New insights into hedging effectiveness," Research in International Business and Finance, Elsevier, vol. 67(PA).
  21. Anoop S. Kumar & Balaga Mohana Rao, 2023. "Are non‐fungible token coins a good hedge against the stock market volatility?," Australian Economic Papers, Wiley Blackwell, vol. 62(4), pages 764-772, December.
  22. Gaies, Brahim & Chaâbane, Najeh & Arfaoui, Nadia & Sahut, Jean-Michel, 2024. "On the resilience of cryptocurrencies: A quantile-frequency analysis of bitcoin and ethereum reactions in times of inflation and financial instability," Research in International Business and Finance, Elsevier, vol. 70(PA).
  23. Jahanger, Atif & Hossain, Mohammad Razib & Awan, Ashar & Adebayo, Tomiwa Sunday, 2024. "Uplifting India from severe energy poverty accounting for strong asymmetries: Do inclusive financial development, digitization and human capital help reduce the asymmetry?," Energy Economics, Elsevier, vol. 134(C).
  24. Xiaochun Guo, 2024. "Exploring Bitcoin dynamics against the backdrop of COVID-19: an investigation of major global events," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 10(1), pages 1-25, December.
  25. Helmi, Mohamad Husam & Elsayed, Ahmed H. & Khalfaoui, Rabeh, 2024. "The impact of geopolitical risk on sustainable markets: A quantile-time-frequency analysis," Finance Research Letters, Elsevier, vol. 64(C).
  26. Padhan, Hemachandra & Kocoglu, Mustafa & Tiwari, Aviral Kumar & Haouas, Ilham, 2024. "Economic activities, dry bulk freight, and economic policy uncertainties as drivers of oil prices: A tail-behaviour time-varying causality perspective," Energy Economics, Elsevier, vol. 138(C).
  27. Meng-Shiuh Chang & Meng-Wei Chen & Peijie Ju, 2023. "Asymmetry in Hedges, Safe Havens, Flights and Contagion: Unconditional Quantile Regression Approach," SAGE Open, , vol. 13(4), pages 21582440231, November.
  28. Chishti, Muhammad Zubair & Sinha, Avik & Zaman, Umer & Shahzad, Umer, 2023. "Exploring the dynamic connectedness among energy transition and its drivers: Understanding the moderating role of global geopolitical risk," Energy Economics, Elsevier, vol. 119(C).
  29. Chishti, Muhammad Zubair & Arfaoui, Nadia & Cheong, Calvin W.H., 2023. "Exploring the time-varying asymmetric effects of environmental regulation policies and human capital on sustainable development efficiency: A province level evidence from China," Energy Economics, Elsevier, vol. 126(C).
  30. Tiwari, Aviral Kumar & Dam, Mehmet Metin & Altıntaş, Halil & Bekun, Festus Victor, 2025. "The dynamic connectedness between oil price shocks and emerging market economies stock markets: Evidence from new approaches," Energy Economics, Elsevier, vol. 141(C).
  31. Apergis, Nicholas, 2024. "COVID-19 and US females’ portfolio decisions," International Review of Economics & Finance, Elsevier, vol. 95(C).
  32. Xu, Lei & Kinkyo, Takuji, 2023. "Hedging effectiveness of bitcoin and gold: Evidence from G7 stock markets," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 85(C).
  33. Okoroafor, Ugochi C. & Leirvik, Thomas, 2023. "Time-varying market efficiency of safe-haven assets," Finance Research Letters, Elsevier, vol. 56(C).
  34. 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).
  35. Chen, Yuxuan & Chiu, Junmao & Chung, Huimin & Lien, Donald, 2024. "Bitcoin market connectedness across political uncertainty," International Review of Economics & Finance, Elsevier, vol. 96(PA).
  36. 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).
  37. Jalal, Rubia & Gopinathan, R., 2023. "Time-frequency relationship between energy imports, energy prices, exchange rate, and policy uncertainties in India: Evidence from wavelet quantile correlation approach," Finance Research Letters, Elsevier, vol. 55(PB).
  38. Liu, Lingcai & Adebayo, Tomiwa Sunday & Hu, Jin & Irfan, Muhammad & Abbas, Shujaat, 2024. "Exploring resource blessing hypothesis within the coffin of technological innovation and economic risk: Evidence from wavelet quantile regression," Energy Economics, Elsevier, vol. 137(C).
  39. Uche, Emmanuel & Das, Narasingha & Ngepah, Nicholas, 2024. "Green environments reimagined through the lens of green finance, green innovations, green taxation, and green energies. Wavelet quantile correlation and rolling window-based quantile causality perspec," Renewable Energy, Elsevier, vol. 228(C).
  40. Feng, Yanchao & Pan, Yuxi & Lu, Shan & Shi, Jiaxin, 2024. "Identifying the multiple nexus between geopolitical risk, energy resilience, and carbon emissions: Evidence from global data," Technological Forecasting and Social Change, Elsevier, vol. 208(C).
  41. TN-Lan Le & John W. Goodell & Rabeh Khalfaoui & Emmanuel Joel Aikins Abakah & Buhari Doğan, 2025. "The impact of economic outlook on green finance: insights from linkages between green and inflation-indexed bonds," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 27(3), pages 6507-6538, March.
  42. Muhammad Zubair Chishti & Hafiz Syed Muhammad Azeem & Muhammad Kamran Khan, 2023. "Asymmetric nexus between commercial policies and consumption-based carbon emissions: new evidence from Pakistan," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 9(1), pages 1-24, December.
  43. Kumar, Anoop S & Padakandla, Steven Raj, 2023. "Do NFTs act as a good hedge and safe haven against Cryptocurrency fluctuations?," Finance Research Letters, Elsevier, vol. 56(C).
  44. Anwer, Zaheer & Farid, Saqib & Khan, Ashraf & Benlagha, Noureddine, 2023. "Cryptocurrencies versus environmentally sustainable assets: Does a perfect hedge exist?," International Review of Economics & Finance, Elsevier, vol. 85(C), pages 418-431.
  45. Patel, Ritesh & Goodell, John W. & Chishti, Muhammad Zubair, 2023. "Assessing connectedness of transportation cryptocurrencies and transportation stocks: Evidence from wavelet quantile correlation," Finance Research Letters, Elsevier, vol. 58(PC).
  46. Chortane, Sana Gaied & Pandey, Dharen Kumar, 2022. "Does the Russia-Ukraine war lead to currency asymmetries? A US dollar tale," The Journal of Economic Asymmetries, Elsevier, vol. 26(C).
  47. Ghaemi Asl, Mahdi & Raheem, Ibrahim D. & Rashidi, Muhammad Mahdi, 2023. "Do stochastic risks flow between industrial and precious metals, Islamic stocks, green bonds, green stocks, clean investments, major foreign exchange rates, and Bitcoin?," Resources Policy, Elsevier, vol. 86(PA).
  48. Chishti, Muhammad Zubair & Xia, Xiqiang & Du, Anna Min & Özkan, Oktay, 2025. "Digital financial inclusion, the belt and road initiative, and the Paris agreement: Impacts on energy transition grid costs," Finance Research Letters, Elsevier, vol. 72(C).
  49. Hoque, Mohammad Enamul & Billah, Mabruk & Alam, Md Rafayet & Tiwari, Aviral Kumar, 2024. "Gold-backed cryptocurrencies: A hedging tool against categorical and regional financial stress," Global Finance Journal, Elsevier, vol. 60(C).
  50. Ştefan Cristian Gherghina & Liliana Nicoleta Simionescu, 2023. "Exploring the asymmetric effect of COVID-19 pandemic news on the cryptocurrency market: evidence from nonlinear autoregressive distributed lag approach and frequency domain causality," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 9(1), pages 1-58, December.
  51. Mariem Gaies & Walid Chkili, 2023. "Dynamic correlation and hedging strategy between Bitcoin prices and stock market during the Russo-Ukrainian war," Eurasian Economic Review, Springer;Eurasia Business and Economics Society, vol. 13(2), pages 307-319, June.
  52. Zeng, Hongjun & Huang, Qingcheng & Abedin, Mohammad Zoynul & Ahmed, Abdullahi D. & Lucey, Brian, 2025. "Connectedness and frequency connection among green bond, cryptocurrency and green energy-related metals around the COVID-19 outbreak," Research in International Business and Finance, Elsevier, vol. 73(PA).
  53. Mejri, Sami & Aloui, Chaker & Khan, Nasir, 2024. "The gold stock nexus: Assessing the causality dynamics based on advanced multiscale approaches," Resources Policy, Elsevier, vol. 88(C).
  54. Oguzhan Ozcelebi & Ronald McIver & Sang Hoon Kang, 2025. "The dynamics of frequency connectedness between technology ETFs and uncertainty indices under extreme market conditions," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 11(1), pages 1-33, December.
  55. 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).
  56. Liu, Min & Lee, Chien-Chiang, 2022. "Is gold a long-run hedge, diversifier, or safe haven for oil? Empirical evidence based on DCC-MIDAS," Resources Policy, Elsevier, vol. 76(C).
  57. Ming, Lei & Yang, Ping & Tian, Xinyi & Yang, Shenggang & Dong, Minyi, 2023. "Safe haven for crude oil: Gold or currencies?," Finance Research Letters, Elsevier, vol. 54(C).
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