Time-frequency spillovers and connectedness between precious metals, oil futures and financial markets: Hedge and safe haven implications
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- Hanif, Waqas & El Khoury, Rim & Hadhri, Sinda, 2025. "Is connectedness between commodity volatility indices and G-7 stock market returns the same across return quantiles?," Journal of Multinational Financial Management, Elsevier, vol. 79(C).
- Cao, Fangzhi & Su, Chi-Wei & Sun, Dian & Qin, Meng & Umar, Muhammad, 2024. "U.S. monetary policy: The pushing hands of crude oil price?," Energy Economics, Elsevier, vol. 134(C).
- Long, Shaobo & Li, Zixuan, 2023. "Dynamic spillover effects of global financial stress: Evidence from the quantile VAR network," International Review of Financial Analysis, Elsevier, vol. 90(C).
- Elsayed, Ahmed H. & Hoque, Mohammad Enamul & Billah, Mabruk & Alam, Md. Kausar, 2024. "Connectedness across meme assets and sectoral markets: Determinants and portfolio management," International Review of Financial Analysis, Elsevier, vol. 93(C).
- Hanif, Waqas & Hadhri, Sinda & El Khoury, Rim, 2024. "Quantile spillovers and connectedness between oil shocks and stock markets of the largest oil producers and consumers," Journal of Commodity Markets, Elsevier, vol. 34(C).
- Xuewei Zhou & Zisheng Ouyang & Rangan Gupta & Qiang Ji, 2024. "Time-Varying Multilayer Networks Analysis of Frequency Connectedness in Commodity Futures Markets," Working Papers 202422, University of Pretoria, Department of Economics.
- Samarakoon, S.M.R.K. & Pradhan, Rudra P. & Tripathy, Sasikanta & Jayakumar, Manju, 2025. "Does the VIX act as the main transmitter of mispricing in index futures markets? Insights from European and American regions," The North American Journal of Economics and Finance, Elsevier, vol. 76(C).
- 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).
- Han, SeungOh, 2025. "Evaluating the hedging potential of energy, metals, and agricultural commodities for U.S. stocks post-COVID-19," The North American Journal of Economics and Finance, Elsevier, vol. 77(C).
- Hao, Xinlei & Ma, Yong & Pan, Dongtao, 2024. "Geopolitical risk and the predictability of spillovers between exchange, commodity and stock markets," Journal of Multinational Financial Management, Elsevier, vol. 73(C).
- Chi-Wei Su & Kai-Hua Wang & Oana-Ramona Lobonţ & Meng Qin, 2023. "Continuous Wavelet Transform of Time-Frequency Analysis Technique to Capture the Dynamic Hedging Ability of Precious Metals," Mathematics, MDPI, vol. 11(5), pages 1-18, February.
- Akhtaruzzaman, Md & Banerjee, Ameet Kumar & Le, Van & Moussa, Faten, 2024. "Hedging precious metals with impact investing," International Review of Economics & Finance, Elsevier, vol. 89(PA), pages 651-664.
- Dhoha Mellouli & Imen Zoglami, 2024. "The Dynamics of Connectivity between Traditional Cryptocurrencies and NFTs: Validation of the Connectivity Model by Quantiles and Frequencies," International Journal of Economics & Business Administration (IJEBA), International Journal of Economics & Business Administration (IJEBA), vol. 0(1), pages 131-154.
- Naveed, Muhammad & Ali, Shoaib & Gubareva, Mariya & Omri, Anis, 2024. "When giants fall: Tracing the ripple effects of Silicon Valley Bank (SVB) collapse on global financial markets," Research in International Business and Finance, Elsevier, vol. 67(PA).
- Wang, Suhui, 2023. "Tail dependence, dynamic linkages, and extreme spillover between the stock and China's commodity markets," Journal of Commodity Markets, Elsevier, vol. 29(C).
- Papathanasiou, Spyros & Syriopoulos, Theodore & Kenourgios, Dimitris & Koutsokostas, Drosos, 2025. "Sailing through uncertainty: Shipping's role in financial shock transmission and hedging strategies," Global Finance Journal, Elsevier, vol. 67(C).
- Choi, Ki-Hong & Nekhili, Ramzi & Mensi, Walid & Boubaker, Ferihane Zaraa & Yoon, Seong-Min, 2024. "Systemic risk-sharing between natural gas, oil, and stock markets in top energy producer and consumer countries," International Review of Economics & Finance, Elsevier, vol. 96(PA).
- Mensi, Walid & Ahmadian-Yazdi, Farzaneh & Al-Kharusi, Sami & Roudari, Soheil & Kang, Sang Hoon, 2024. "Extreme Connectedness Across Chinese Stock and Commodity Futures Markets," Research in International Business and Finance, Elsevier, vol. 70(PA).
- Xu, Jing & Xu, Wudi, 2025. "Exploring the transmission pathway of “Data-Finance” synergistic clustering on corporate economic adaptability: Evidence from quasi-experimental analysis in national Big Data Pilot Zones," International Review of Economics & Finance, Elsevier, vol. 101(C).
- Mensi, Walid & Vo, Xuan Vinh & Kang, Sang Hoon, 2023. "Quantile spillovers and connectedness analysis between oil and African stock markets," Economic Analysis and Policy, Elsevier, vol. 78(C), pages 60-83.
- Gunay, Samet & Kirimhan, Destan & Cevik, Emrah Ismail, 2024. "Commodity market downturn: Systemic risk and spillovers during left tail events," Journal of Commodity Markets, Elsevier, vol. 36(C).
- Gunay, Samet & Dömötör, Barbara & Víg, Attila András, 2025. "Investigation of emerging market stress under various frequency bands: Evidence from FX market uncertainty and liquidity," Emerging Markets Review, Elsevier, vol. 65(C).
- Gao, Wang & Jin, Xiaoman & Zhang, Hongwei & He, Miao, 2025. "The asymmetric response of higher-order moments of precious metals to energy shocks and financial stresses: Evidence from time-frequency connectedness approach," Energy Economics, Elsevier, vol. 142(C).
- AlGhazali, Abdullah & Belghouthi, Houssem Eddine & Nabli, Mohamed Amine & Mensi, Walid & Kang, Sang Hoon, 2025. "Exploring shock transmission and risk diversification in REIT, commodity, and green bond markets under extreme market conditions," Resources Policy, Elsevier, vol. 103(C).
- Mo, Bin & Chen, Jiaru & Shi, Qinling & Zeng, Zichun, 2025. "Cryptocurrencies as safe havens for geopolitical risk? A quantile analysis approach," The North American Journal of Economics and Finance, Elsevier, vol. 79(C).
- Ramesh, Shietal & Low, Rand Kwong Yew & Faff, Robert, 2025.
"Corrigendum to “Modelling time-varying volatility spillovers across crises: Evidence from major commodity futures and the US stock market” [Energy Economics Volume 143, March 2025, 108225],"
Energy Economics, Elsevier, vol. 147(C).
- Ramesh, Shietal & Low, Rand Kwong Yew & Faff, Robert, 2025. "Modelling time-varying volatility spillovers across crises: Evidence from major commodity futures and the US stock market," Energy Economics, Elsevier, vol. 143(C).
- Alomari, Mohammad & Mensi, Walid & Vo, Xuan Vinh & Kang, Sang Hoon, 2022. "Extreme return spillovers and connectedness between crude oil and precious metals futures markets: Implications for portfolio management," Resources Policy, Elsevier, vol. 79(C).
- Younis, Ijaz & Naeem, Muhammad Abubakr & Shah, Waheed Ullah & Tang, Xuan, 2025. "Inter- and intra-connectedness between energy, gold, Bitcoin, and Gulf cooperation council stock markets: New evidence from various financial crises," Research in International Business and Finance, Elsevier, vol. 73(PA).
- 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.
- Mensi, Walid & El Khoury, Rim & Al-Kharusi, Sami & Kang, Sang Hoon, 2024. "Extreme dynamic connectedness and hedging strategy across commodity, bond, currency, and stock markets: Evidence from Asian Pacific, Canada, Mexico, and US countries," International Review of Economics & Finance, Elsevier, vol. 96(PA).
- Dhingra, Barkha & Saini, Mohit & Yadav, Mahender & Kumar, Gaurav & Kumar, Pankaj, 2025. "Exploring global financial interdependencies among ASEAN-5, major developed and developing markets," The Journal of Economic Asymmetries, Elsevier, vol. 31(C).
- Mensi, Walid & Rehman, Mobeen Ur & Al-Yahyaee, Khamis Hamed & Vo, Xuan Vinh, 2023. "Frequency dependence between oil futures and international stock markets and the role of gold, bonds, and uncertainty indices: Evidence from partial and multivariate wavelet approaches," Resources Policy, Elsevier, vol. 80(C).
- Wang, Jue & Zhou, Yuqin & Wu, Shan, 2025. "Quantile time-frequency connectedness and portfolio diversification: A study of clean energy and metal markets," Renewable Energy, Elsevier, vol. 238(C).
- Liu, Ziheng & Zhang, Jiahui & Gu, Ran & Hu, Qizheng & He, Shouchao, 2025. "Driving effects of U.S. monetary policy and geopolitical risks on gold reserve share," International Review of Financial Analysis, Elsevier, vol. 105(C).
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