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Cheng Peng

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Citations

Many of the citations below have been collected in an experimental project, CitEc, where a more detailed citation analysis can be found. These are citations from works listed in RePEc that could be analyzed mechanically. So far, only a minority of all works could be analyzed. See under "Corrections" how you can help improve the citation analysis.

Articles

  1. Qiao, Xingzhi & Zhu, Huiming & Tang, Yiding & Peng, Cheng, 2023. "Time-frequency extreme risk spillover network of cryptocurrency coins, DeFi tokens and NFTs," Finance Research Letters, Elsevier, vol. 51(C).

    Cited by:

    1. Dhouha Mellouli & Beatrice D. Simo‐Kengne & Azza Bejaoui & Ahmed Jeribi, 2025. "Unveiling the interconnectedness and volatility transmission between real assets and global stock market indices," Review of Financial Economics, John Wiley & Sons, vol. 43(3), pages 336-382, July.
    2. 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.
    3. Będowska-Sójka, Barbara & Górka, Joanna & Hemmings, Danial & Zaremba, Adam, 2024. "Uncertainty and cryptocurrency returns: A lesson from turbulent times," International Review of Financial Analysis, Elsevier, vol. 94(C).
    4. Guo, Xiaochun & Guo, Kun & Wang, Shouyang, 2026. "The Crypto Risk Composite Index (CCRI)-advancing risk management in the digital asset space," International Review of Financial Analysis, Elsevier, vol. 113(C).
    5. Lei, Heng & Xue, Minggao & Ye, Jing, 2024. "The nexus between ReFi, carbon, fossil energy, and clean energy assets: Quantile time–frequency connectedness and portfolio implications," Energy Economics, Elsevier, vol. 132(C).
    6. 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).
    7. Yang, Ming-Yuan & Chen, Zhe-Kai & Hu, Jingwen & Chen, Yiru & Wu, Xin, 2025. "Multidimensional information spillover between cryptocurrencies and China’s financial markets under shocks from stringent government regulations," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 100(C).
    8. Akyildirim, Erdinc & Aysan, Ahmet Faruk & Cepni, Oguzhan & Corbet, Shaen, 2025. "News sentiment and DeFi coin returns: An empirical analysis," International Review of Economics & Finance, Elsevier, vol. 103(C).
    9. 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).
    10. Akanksha Jalan & Roman Matkovskyy, 2023. "Systemic risks in the cryptocurrency market: Evidence from the FTX collapse," Post-Print hal-04047924, HAL.
    11. 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).
    12. Carlos Esparcia & Tarek Fakhfakh & Francisco Jareño & Achraf Ghorbel, 2024. "Dynamic DeFi-G7 stock markets interactions and their potential role in diversifying and hedging strategies," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 10(1), pages 1-26, December.
    13. 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).
    14. Ali, Shoaib & Yousfi, Mohamed & Chughtai, Sumayya & Min Du, Anna, 2024. "Return and volatility connectedness between agricultural tokens and us equity sectors," Research in International Business and Finance, Elsevier, vol. 72(PB).
    15. Mensi, Walid & Gubareva, Mariya & Kang, Sang Hoon, 2024. "Frequency connectedness between DeFi and cryptocurrency markets," The Quarterly Review of Economics and Finance, Elsevier, vol. 93(C), pages 12-27.
    16. Lim, Weng Marc & Kumar, Satish & Donthu, Naveen, 2024. "How to combine and clean bibliometric data and use bibliometric tools synergistically: Guidelines using metaverse research," Journal of Business Research, Elsevier, vol. 182(C).
    17. Zhongzheng, Wang, 2023. "Extreme risk transmission mechanism between oil, green bonds and new energy vehicles," Innovation and Green Development, Elsevier, vol. 2(3).
    18. Nguyen, Minh Hong & Thanh, Binh Nguyen & Pham, Huy & Pham, Thi Thu Tra, 2025. "The determinants of funding liquidity risk in decentralized lending," Global Finance Journal, Elsevier, vol. 64(C).
    19. 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).
    20. Proelss, Juliane & Sévigny, Stéphane & Schweizer, Denis, 2023. "GameFi: The perfect symbiosis of blockchain, tokens, DeFi, and NFTs?," International Review of Financial Analysis, Elsevier, vol. 90(C).
    21. Elie Bouri & Matteo Foglia & Sayar Karmakar & Rangan Gupta, 2024. "Return-Volatility Nexus in the Digital Asset Class: A Dynamic Multilayer Connectedness Analysis," Working Papers 202432, University of Pretoria, Department of Economics.
    22. Chengying He & Yong Li & Tianqi Wang & Salman Ali Shah, 2024. "Is cryptocurrency a hedging tool during economic policy uncertainty? An empirical investigation," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 11(1), pages 1-10, December.
    23. Muhammad Naveed & Shoaib Ali & Aviral Kumar Tiwari, 2025. "Tracing the ties that bind: navigating the static and dynamic connectedness between NFTs and equity markets in ASEAN based on QVAR-approach," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 11(1), pages 1-29, December.
    24. Shoaib Ali & Youssef Manel, 2025. "Unlocking the diversification benefits of DeFi for ASEAN stock market portfolios: a quantile study," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 11(1), pages 1-26, December.
    25. Mbarek, Marouene & Msolli, Badreddine, 2025. "Tokens and cryptocurrencies: Evidence from asymmetric frequency connectedness approach," Research in International Business and Finance, Elsevier, vol. 77(PA).
    26. Foglia, Matteo & Maci, Giampiero & Pacelli, Vincenzo, 2024. "FinTech and fan tokens: Understanding the risks spillover of digital asset investment," Research in International Business and Finance, Elsevier, vol. 68(C).
    27. Mensi, Walid & Rehman, Mobeen Ur & Vo, Xuan Vinh & Kang, Sang Hoon, 2024. "Spillovers and multiscale relationships among cryptocurrencies: A portfolio implication using high frequency data," Economic Analysis and Policy, Elsevier, vol. 82(C), pages 449-479.
    28. Wang, Linqiang & Feng, Xiuhuan & Zang, Luning, 2024. "Does risk perception influence individual investors' crowdfunding investment decision-making behavior in the metaverse tourism?," Finance Research Letters, Elsevier, vol. 62(PA).
    29. Benkraiem, Ramzi & Kedidi, Islem & Mbarek, Marouene, 2026. "Interlinkages between cryptocurrency classes and the hydrogen economy: New diversification insights from a partial correlation-based connectedness approach," International Review of Financial Analysis, Elsevier, vol. 113(C).
    30. Alnafisah, Hind & Almansour, Bashar Yaser & Elabed, Wajih & Jeribi, Ahmed, 2025. "Spillover dynamics of digital assets during economic and political crises," Research in International Business and Finance, Elsevier, vol. 75(C).
    31. Tonuchi E. Joseph & Atif Jahanger & Joshua Chukwuma Onwe & Daniel Balsalobre-Lorente, 2024. "The implication of cryptocurrency volatility on five largest African financial system stability," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 10(1), pages 1-19, December.
    32. Abdullah, Mohammad & Sarker, Provash Kumer & Abakah, Emmanuel Joel Aikins & Tiwari, Aviral Kumar & Rehman, Mohd Ziaur, 2024. "Tail risk intersection between tech-tokens and tech-stocks," Global Finance Journal, Elsevier, vol. 61(C).
    33. Hussain, Sabbor & Chen, Jo-Hui, 2025. "The return and volatility spillovers among decentralized finance (DeFi) assets," Research in International Business and Finance, Elsevier, vol. 79(C).
    34. Juan Piñeiro-Chousa & M. Ángeles López-Cabarcos & Valentín VittoriRomero & Aurora Pérez-Pérez, 2025. "Evolution and trends of the metaverse in business and management: A bibliometric analysis," Review of Managerial Science, Springer, vol. 19(1), pages 197-222, January.
    35. Nasir, Rana Muhammad & He, Feng & Asadi, Mehrad & Roubaud, David, 2026. "Spillover and return connectedness between uncertainties, digital assets, green bond, green and traditional energy markets: Evidence from quantile VAR," The North American Journal of Economics and Finance, Elsevier, vol. 81(C).
    36. Liao, Xin & Li, Qin & Chan, Stephen & Chu, Jeffrey & Zhang, Yuanyuan, 2024. "Interconnections and contagion among cryptocurrencies, DeFi, NFT and traditional financial assets: Some new evidence from tail risk driven network," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 647(C).
    37. Wafa Masmoudi Kammoun, 2026. "Are NFTs and DeFi tokens separate asset classes from conventional cryptocurrencies: a quantile time frequency connectedness analysis," Quality & Quantity: International Journal of Methodology, Springer, vol. 60(2), pages 5249-5278, April.
    38. Le, Thai Hong & Pham, Dat Thanh & Le, Khanh Ngoc & Le, Anh Chi & Nguyen, Huong Mai Thi, 2026. "Mapping information flows among digital assets: An entropy and network-based study of cryptocurrencies, DeFi, and NFTs," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 681(C).
    39. Nourhaine Nefzi & Abir Melki & Sahar Loukil & Ahmed Jeribi, 2026. "How do cryptocurrencies connect? Insights from conventional cryptocurrencies, DeFi, NFTs, and gold-backed cryptocurrencies," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 12(1), pages 1-23, December.
    40. Sapkota, Niranjan, 2025. "DeFi: Mirage or reality? Unveiling wealth centralization risk in Decentralized Finance," Journal of International Money and Finance, Elsevier, vol. 158(C).

  2. Xiaojian Su & Cheng Peng & Zhike Lv & Chao Deng, 2022. "Do the Renminbi and Hong Kong dollar bubbles interact?," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 27(1), pages 312-319, January.

    Cited by:

    1. Muhammad Jawad & Sidra Nazir & Md. Saiful Islam, 2025. "Examining exchange rate bubbles in Pakistan: application of sequential ADF tests," SN Business & Economics, Springer, vol. 5(9), pages 1-24, September.

  3. Shujin Zhu & Yiding Tang & Xingzhi Qiao & Wanhai You & Cheng Peng, 2022. "Spatial Effects of Participation in Global Value Chains on CO2 Emissions: A Global Spillover Perspective," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 58(3), pages 776-789, February.

    Cited by:

    1. Guangyao Deng & Siqian Hou & Yuting Liu, 2024. "Study on the Impact of National Value Chain Embeddings on the Embodied Carbon Emissions of Chinese Provinces," Sustainability, MDPI, vol. 16(23), pages 1-20, November.
    2. Chen, He & Zhu, Shujin & Tang, Yiding, 2024. "Bluer skies and clearer rivers? Returnees as silver bullets for pollution abatement in an emerging economy," Energy Economics, Elsevier, vol. 139(C).
    3. Yang, Fujia & Li, Tianyu & Qi, Yadong, 2025. "The impact of upgrading in the global value chain on embodied carbon emissions: Does technological progress matter?," Finance Research Letters, Elsevier, vol. 84(C).
    4. Wang, Jing & Rickman, Dan S. & Yu, Yihua, 2022. "Dynamics between global value chain participation, CO2 emissions, and economic growth: Evidence from a panel vector autoregression model," Energy Economics, Elsevier, vol. 109(C).
    5. Federico Colozza & Carlo Pietrobelli & Antonio Vezzani, 2024. "Do global value chains spread knowledge and pollution? evidence from EU regions," Post-Print hal-05136372, HAL.
    6. Yan, Yunfeng & Li, Xiyuan & Wang, Ran & Pan, An, 2023. "Global value chain and export-embodied carbon emissions: New evidence from foreign-invested enterprises," Economic Modelling, Elsevier, vol. 127(C).
    7. Tang, Yiding & Zhu, Shujin & Luo, Yan & Duan, Wenjing, 2022. "Input servitization, global value chain, and carbon mitigation: An input-output perspective of global manufacturing industry," Economic Modelling, Elsevier, vol. 117(C).
    8. Guimei Zhang & Guangyue Liu, 2023. "Does Global Value Chain Embedment Contribute to Environmental Pollution in Emerging Economies?," Sustainability, MDPI, vol. 15(2), pages 1-17, January.
    9. Abban, Olivier Joseph & Xing, Yao Hong & Nuţă, Alina Cristina & Nuţă, Florian Marcel & Borah, Prasad Siba & Ofori, Charles & Jing, Yao Jing, 2023. "Policies for carbon-zero targets: Examining the spillover effects of renewable energy and patent applications on environmental quality in Europe," Energy Economics, Elsevier, vol. 126(C).

  4. Deng, Chao & Zhou, Xiaoying & Peng, Cheng & Zhu, Huiming, 2022. "Going green: Insight from asymmetric risk spillover between investor attention and pro-environmental investment," Finance Research Letters, Elsevier, vol. 47(PA).

    Cited by:

    1. Yanpeng Chen & Wenjun Mai, 2024. "Investor attention and environmental performance of Chinese high-tech companies: the moderating effects of media attention and coverage sentiment," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 11(1), pages 1-16, December.
    2. Fabrice Hervé & Sylvain Marsat, 2023. "Eco-Anxiety, Connectedness to Nature & Green Equity Investments," Post-Print hal-04150758, HAL.
    3. Ming, Yaxin & Li, Yubo & Liu, Nian & Li, Jing, 2023. "Retail investor attention and corporate environmental performance: Evidence from china," Finance Research Letters, Elsevier, vol. 56(C).
    4. Mao, Sili & Xiao, Ming & Wang, Qinru, 2026. "The role of retail investor attention in shaping corporate diversification strategies: Evidence from China," Research in International Business and Finance, Elsevier, vol. 89(C).
    5. Sisi Zheng & Shanyue Jin, 2023. "Can Enterprises in China Achieve Sustainable Development through Green Investment?," IJERPH, MDPI, vol. 20(3), pages 1-25, January.
    6. Qiao, Xingzhi & Zhu, Huiming & Tang, Yiding & Peng, Cheng, 2023. "Time-frequency extreme risk spillover network of cryptocurrency coins, DeFi tokens and NFTs," Finance Research Letters, Elsevier, vol. 51(C).
    7. Ahmed El Oubani, 2024. "Investor sentiment and sustainable investment: evidence from North African stock markets," Future Business Journal, Springer, vol. 10(1), pages 1-20, December.
    8. Yufeng Chen & Simin Shen & Chuwen Wang, 2025. "Climate risks and stock market volatility spillover: new insights from wavelet and causality methods," Economic Change and Restructuring, Springer, vol. 58(3), pages 1-32, June.
    9. Yujun Huang & Zhihao Huang, 2024. "The Impact of Climate Change Transition Innovations on the Default Risk," Sustainability, MDPI, vol. 16(11), pages 1-23, May.
    10. Yuan, Xueying & Xu, Jinhua & Shang, Lixia, 2024. "Exaggerating, distracting, or window-dressing? An empirical study on firm greenwashing recognition," Finance Research Letters, Elsevier, vol. 67(PB).
    11. Zhang, Dongyang, 2024. "From ban to balance: How agricultural climate policies reshape rural asset allocation?," Journal of International Money and Finance, Elsevier, vol. 149(C).
    12. Wen, Bohui & Yan, Yulin & Hao, Jing & He, Feng, 2023. "Investors’ online searching and green knowledge dissemination," Finance Research Letters, Elsevier, vol. 54(C).
    13. Dai, Haiyan & Qiao, Yize, 2025. "How does investor attention affect corporate technology investment and innovation efficiency?," International Review of Economics & Finance, Elsevier, vol. 103(C).
    14. Mubeen Abdur Rehman & Saeed Ahmad Sabir & Muhammad Zahid Javed & Haider Mahmood, 2024. "The Connectedness Knowledge from Investors’ Sentiments, Financial Crises, and Trade Policy: An Economic Perspective," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(4), pages 20038-20062, December.
    15. Rongda Chen & Han Li & Xuhui Tang & Chenglu Jin & Shuonan Zhang & Xinyu Zhang, 2024. "Impact of implicit government guarantee on the credit spread of urban construction investment bonds," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 10(1), pages 1-31, December.
    16. Fabrice Hervé & Sylvain Marsat, 2023. "Eco-anxiety, connectedness to nature, and green equity investments," Economics Bulletin, AccessEcon, vol. 43(3), pages 1485-1492.
    17. Ren, Xiaohang & Fu, Chenjia & Jin, Yi, 2025. "Climate risk perception and oil financialization in China: Evidence from a time-varying Granger model," Research in International Business and Finance, Elsevier, vol. 74(C).
    18. Sun, Chentong & Yi, Shangkun & Wu, Fenglin & Li, Yanshuang & Dong, Zibing, 2025. "Mainshocks and aftershocks: Assessing the resilience of Asia-Pacific stock markets amid global financial cycle shocks," Pacific-Basin Finance Journal, Elsevier, vol. 91(C).
    19. Zhang, Yunhan & Li, Yan & Zhao, Wanli & Ji, Qiang, 2024. "Climate risk performance and returns integration of Chinese listed energy companies," Energy Economics, Elsevier, vol. 129(C).

  5. Deng, Chao & Su, Xiaojian & Wang, Gangjin & Peng, Cheng, 2022. "The existence of flight-to-quality under extreme conditions: Evidence from a nonlinear perspective in Chinese stocks and bonds' sectors," Economic Modelling, Elsevier, vol. 113(C).

    Cited by:

    1. Shaofeng Zhang & Zheng Zou & Qinghua Zou, 2025. "Multi-scale quantile connectedness networks under fintech integration: evidence from China’s financial markets," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 12(1), pages 1-16, December.
    2. Guesmi, Mouna & Mensi, Walid & Boubaker, Adel & Al-Yahyaee, Khamis Hamed, 2026. "Frequency connectedness between green financial assets and GCC Islamic and conventional stock markets during bear and bull market modes," Innovation and Green Development, Elsevier, vol. 5(3).
    3. Lim, Seo-Yeon & Choi, Sun-Yong, 2024. "Dynamic credit risk transmissions among global major industries: Evidence from the TVP-VAR spillover approach," The North American Journal of Economics and Finance, Elsevier, vol. 74(C).
    4. Huang, Chuangxia & Cai, Yaqian & Yang, Xiaoguang & Deng, Yanchen & Yang, Xin, 2023. "Laplacian-energy-like measure: Does it improve the Cross-Sectional Absolute Deviation herding model?," Economic Modelling, Elsevier, vol. 127(C).
    5. Yong Ma & Xiaojian Su & Chao Deng, 2026. "Directional Extreme Risk Spillovers Between Onshore and Offshore Renminbi Markets: Evidence From Financial Events," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 31(1), pages 869-887, January.
    6. Wang, Yanning & Wang, Xichen, 2024. "The role of central bank communication in the long-term stock-bond correlations: Evidence from China," Finance Research Letters, Elsevier, vol. 67(PB).

  6. Peng, Cheng & Zhu, Huiming & Guo, Yawei & Chen, Xiuyun, 2018. "Risk spillover of international crude oil to China's firms: Evidence from granger causality across quantile," Energy Economics, Elsevier, vol. 72(C), pages 188-199.

    Cited by:

    1. Qiao, Sen & Guo, Zi Xin & Tao, Zhang & Ren, Zheng Yu, 2023. "Analyzing the network structure of risk transmission among renewable, non-renewable energy and carbon markets," Renewable Energy, Elsevier, vol. 209(C), pages 206-217.
    2. Li, Sufang & Tu, Dalun & Zeng, Yan & Gong, Chenggang & Yuan, Di, 2022. "Does geopolitical risk matter in crude oil and stock markets? Evidence from disaggregated data," Energy Economics, Elsevier, vol. 113(C).
    3. Jiang, Yong & Wang, Gang-Jin & Ma, Chaoqun & Yang, Xiaoguang, 2021. "Do credit conditions matter for the impact of oil price shocks on stock returns? Evidence from a structural threshold VAR model," International Review of Economics & Finance, Elsevier, vol. 72(C), pages 1-15.
    4. Assaf, Ata & Charif, Husni & Mokni, Khaled, 2021. "Dynamic connectedness between uncertainty and energy markets: Do investor sentiments matter?," Resources Policy, Elsevier, vol. 72(C).
    5. Ren, Xiaohang & liu, Ziqing & Jin, Chenglu & Lin, Ruya, 2023. "Oil price uncertainty and enterprise total factor productivity: Evidence from China," International Review of Economics & Finance, Elsevier, vol. 83(C), pages 201-218.
    6. Jin Boon Wong, 2021. "Stock market reactions to different types of oil shocks: Evidence from China," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 41(2), pages 179-193, February.
    7. Qiao, Xingzhi & Zhu, Huiming & Tang, Yiding & Peng, Cheng, 2023. "Time-frequency extreme risk spillover network of cryptocurrency coins, DeFi tokens and NFTs," Finance Research Letters, Elsevier, vol. 51(C).
    8. Chatziantoniou, Ioannis & Gabauer, David & Perez de Gracia, Fernando, 2022. "Tail risk connectedness in the refined petroleum market: A first look at the impact of the COVID-19 pandemic," Energy Economics, Elsevier, vol. 111(C).
    9. Jin Boon Wong & Qin Zhang, 2020. "Impact of international energy prices on China's industries," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 40(5), pages 722-748, May.
    10. Zhang, Qi & Di, Peng & Farnoosh, Arash, 2021. "Study on the impacts of Shanghai crude oil futures on global oil market and oil industry based on VECM and DAG models," Energy, Elsevier, vol. 223(C).
    11. Jiliang Sheng & Juchao Li & Jun Yang, 2022. "Tail Dependency and Risk Spillover between Oil Market and Chinese Sectoral Stock Markets—An Assessment of the 2013 Refined Oil Pricing Reform," Energies, MDPI, vol. 15(16), pages 1-19, August.
    12. Mehmet Balcilar & Zeynel Abidin Ozdemir & Huseyin Ozdemir, 2018. "Dynamic return and volatility spillovers among S&P 500, crude oil and gold," Working Papers 15-46, Eastern Mediterranean University, Department of Economics.
    13. Yang Hu & Yanran Hong & Kai Feng & Jikai Wang, 2023. "Evaluating the Importance of Monetary Policy Uncertainty: The Long- and Short-Term Effects and Responses," Evaluation Review, , vol. 47(2), pages 264-286, April.
    14. Ma, Yiqun, 2021. "Do iron ore, scrap steel, carbon emission allowance, and seaborne transportation prices drive steel price fluctuations?," Resources Policy, Elsevier, vol. 72(C).
    15. Zhang, Dongyang & Bai, Dingchuan & Chen, Xingyu, 2024. "Can crude oil futures market volatility motivate peer firms in competing ESG performance? An exploration of Shanghai International Energy Exchange," Energy Economics, Elsevier, vol. 129(C).
    16. Ma, Yan-Ran & Zhang, Dayong & Ji, Qiang & Pan, Jiaofeng, 2019. "Spillovers between oil and stock returns in the US energy sector: Does idiosyncratic information matter?," Energy Economics, Elsevier, vol. 81(C), pages 536-544.
    17. Chenchen Li & Chongfeng Wu & Chunyang Zhou, 2021. "Forecasting equity returns: The role of commodity futures along the supply chain," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 41(1), pages 46-71, January.
    18. Tiwari, Aviral Kumar & Abakah, Emmanuel Joel Aikins & Shao, Xuefeng & Le, TN-Lan & Gyamfi, Matthew Ntow, 2023. "Financial technology stocks, green financial assets, and energy markets: A quantile causality and dependence analysis," Energy Economics, Elsevier, vol. 118(C).
    19. Deng, Chao & Zhou, Xiaoying & Peng, Cheng & Zhu, Huiming, 2022. "Going green: Insight from asymmetric risk spillover between investor attention and pro-environmental investment," Finance Research Letters, Elsevier, vol. 47(PA).
    20. Wu, Ziqing & Chen, Leyi, 2025. "Does oil price uncertainty affect corporate total factor productivity? Evidence from China," The North American Journal of Economics and Finance, Elsevier, vol. 75(PA).
    21. Karol Szafranek & Michał Rubaszek & Gazi Salah Uddin., 2023. "The role of uncertainty and sentiment for intraday volatility connectedness between oil and financial markets," KAE Working Papers 2023-095, Warsaw School of Economics, Collegium of Economic Analysis.
    22. Zhang, Hao & Cai, Guixin & Yang, Dongxiao, 2020. "The impact of oil price shocks on clean energy stocks: Fresh evidence from multi-scale perspective," Energy, Elsevier, vol. 196(C).
    23. Xiao, Jihong & Hu, Chunyan & Ouyang, Guangda & Wen, Fenghua, 2019. "Impacts of oil implied volatility shocks on stock implied volatility in China: Empirical evidence from a quantile regression approach," Energy Economics, Elsevier, vol. 80(C), pages 297-309.
    24. Li, Jianping & Li, Jingyu & Zhu, Xiaoqian & Yao, Yinhong & Casu, Barbara, 2020. "Risk spillovers between FinTech and traditional financial institutions: Evidence from the U.S," International Review of Financial Analysis, Elsevier, vol. 71(C).
    25. Adekoya, Oluwasegun B. & Oliyide, Johnson A., 2021. "How COVID-19 drives connectedness among commodity and financial markets: Evidence from TVP-VAR and causality-in-quantiles techniques," Resources Policy, Elsevier, vol. 70(C).
    26. Giang Thi Huong Vuong & Manh Huu Nguyen & Khanh Hoang, 2024. "Oil price uncertainty, oil pricing reform, and corporate profitability: The case of China," PLOS ONE, Public Library of Science, vol. 19(2), pages 1-25, February.
    27. Zhang, Xiaoyu & Zhou, Jinlan & Du, Xiaodong, 2022. "Impact of oil price uncertainty shocks on China’s macro-economy," Resources Policy, Elsevier, vol. 79(C).
    28. Leong, Soon Heng, 2021. "Global crude oil and the Chinese oil-intensive sectors: A comprehensive causality study," Energy Economics, Elsevier, vol. 103(C).
    29. Maitra, Debasish & Rehman, Mobeen Ur & Dash, Saumya Ranjan & Kang, Sang Hoon, 2021. "Oil price volatility and the logistics industry: Dynamic connectedness with portfolio implications," Energy Economics, Elsevier, vol. 102(C).
    30. Duan, Kun & Liu, Yang & Yan, Cheng & Huang, Yingying, 2023. "Differences in carbon risk spillovers with green versus traditional assets: Evidence from a full distributional analysis," Energy Economics, Elsevier, vol. 127(PA).
    31. Yun, Xiao & Yoon, Seong-Min, 2019. "Impact of oil price change on airline's stock price and volatility: Evidence from China and South Korea," Energy Economics, Elsevier, vol. 78(C), pages 668-679.
    32. Ma, Yiqun & Wang, Junhao, 2021. "Time-varying spillovers and dependencies between iron ore, scrap steel, carbon emission, seaborne transportation, and China's steel stock prices," Resources Policy, Elsevier, vol. 74(C).
    33. Wang, Brian Yutao & Li, Shuo & Liu, Guangqiang & Yang, Zhiqing, 2021. "Running out of energy: The Price effect of energy deficiency," Energy Economics, Elsevier, vol. 100(C).
    34. Yang, Yang & Liu, Zhen & Saydaliev, Hayot Berk & Iqbal, Sajid, 2022. "Economic impact of crude oil supply disruption on social welfare losses and strategic petroleum reserves," Resources Policy, Elsevier, vol. 77(C).
    35. Wu, Bangzheng, 2025. "The global supply pressure and oil supply–demand shocks: A time-scale and quantile analysis," Energy Economics, Elsevier, vol. 147(C).
    36. Huang, Yingying & Liang, Weizhong & Duan, Kun & Urquhart, Andrew & Ye, Qiang, 2025. "How do emotions drive market dynamics? A tale of spillovers in cryptocurrency markets," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 103(C).
    37. Foglia, Matteo & Addi, Abdelhamid & Wang, Gang-Jin & Angelini, Eliana, 2022. "Bearish Vs Bullish risk network: A Eurozone financial system analysis," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 77(C).
    38. Wen, Fenghua & Liu, Zhen & Dai, Zhifeng & He, Shaoyi & Liu, Wenhua, 2022. "Multi-scale risk contagion among international oil market, Chinese commodity market and Chinese stock market: A MODWT-Vine quantile regression approach," Energy Economics, Elsevier, vol. 109(C).
    39. Zhao, Lili & Lin, Yutong & Liu, Zhenhao & Yang, Guozheng, 2026. "Examining climate risk attention in stock markets: insights from quantile-on-quantile regression," The North American Journal of Economics and Finance, Elsevier, vol. 81(C).
    40. Fan, Zhenjun & Zhang, Zongyi & Zhao, Yanfei, 2021. "Does oil price uncertainty affect corporate leverage? Evidence from China," Energy Economics, Elsevier, vol. 98(C).
    41. Bouri, Elie & Gök, Remzi & Gemi̇ci̇, Eray & Kara, Erkan, 2024. "Do geopolitical risk, economic policy uncertainty, and oil implied volatility drive assets across quantiles and time-horizons?," The Quarterly Review of Economics and Finance, Elsevier, vol. 93(C), pages 137-154.
    42. Liu, Fang & Umair, Muhammad & Gao, Junjun, 2023. "Assessing oil price volatility co-movement with stock market volatility through quantile regression approach," Resources Policy, Elsevier, vol. 81(C).
    43. Ma, Yiqun, 2021. "Dynamic spillovers and dependencies between iron ore prices, industry bond yields, and steel prices," Resources Policy, Elsevier, vol. 74(C).
    44. Tang, Yumei & Chen, Xihui Haviour & Sarker, Provash Kumer & Baroudi, Sarra, 2023. "Asymmetric effects of geopolitical risks and uncertainties on green bond markets," Technological Forecasting and Social Change, Elsevier, vol. 189(C).
    45. Zhou, Sitong & Yuan, Di & Zhang, Feipeng, 2025. "Multiscale systemic risk spillovers in Chinese energy market: Evidence from a tail-event driven network analysis," Energy Economics, Elsevier, vol. 142(C).
    46. Lee, Chi-Chuan & Lee, Chien-Chiang & Li, Yong-Yi, 2021. "Oil price shocks, geopolitical risks, and green bond market dynamics," The North American Journal of Economics and Finance, Elsevier, vol. 55(C).
    47. Qin, Yun & Hong, Kairong & Chen, Jinyu & Zhang, Zitao, 2020. "Asymmetric effects of geopolitical risks on energy returns and volatility under different market conditions," Energy Economics, Elsevier, vol. 90(C).

  7. Peng, Cheng & Zhu, Huiming & Jia, Xianghua & You, Wanhai, 2017. "Stock price synchronicity to oil shocks across quantiles: Evidence from Chinese oil firms," Economic Modelling, Elsevier, vol. 61(C), pages 248-259.

    Cited by:

    1. Lee, Chi-Chuan & Lee, Chien-Chiang, 2019. "Oil price shocks and Chinese banking performance: Do country risks matter?," Energy Economics, Elsevier, vol. 77(C), pages 46-53.
    2. Ming-Yuan Yang & Sai-Ping Li & Li-Xin Zhong & Fei Ren, 2018. "Modelling stock correlations with expected returns from investors," Papers 1803.02019, arXiv.org, revised Mar 2018.
    3. Sarwar, Suleman & Shahbaz, Muhammad & Anwar, Awais & Tiwari, Aviral Kumar, 2019. "The importance of oil assets for portfolio optimization: The analysis of firm level stocks," Energy Economics, Elsevier, vol. 78(C), pages 217-234.
    4. Wen, Xiaoqian & Nguyen, Duc Khuong, 2017. "Can investors of Chinese energy stocks benefit from diversification into commodity futures?," Economic Modelling, Elsevier, vol. 66(C), pages 184-200.
    5. Smyth, Russell & Narayan, Paresh Kumar, 2018. "What do we know about oil prices and stock returns?," International Review of Financial Analysis, Elsevier, vol. 57(C), pages 148-156.
    6. Lixiang Wang & Wendi Hou & Yupei Liu, 2023. "How do co‐shareholding networks affect negative media coverage? Evidence from China," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 63(4), pages 4221-4249, December.
    7. Ding, Yibing & Li, Jing & Song, Yang & Sahut, Jean-Michel, 2024. "How does the cross-border M&A network affect digital innovation? Empirical evidence from Chinese listed companies," Research in International Business and Finance, Elsevier, vol. 70(PB).
    8. Ramzi Benkraiem & Thi hong van Hoang & Amine Lahiani & Anthony Miloudi, 2018. "Crude oil and equity markets in major European countries: New evidence," Economics Bulletin, AccessEcon, vol. 38(4), pages 2094-2110.
    9. R. L. N. Murthy & Hardeep Singh Mundi, 2023. "Stock Return Synchronicity and Profitability: Evidence from India," Paradigm, , vol. 27(1), pages 47-59, June.
    10. Lv, Xin & Lien, Donald & Yu, Chang, 2020. "Who affects who? Oil price against the stock return of oil-related companies: Evidence from the U.S. and China," International Review of Economics & Finance, Elsevier, vol. 67(C), pages 85-100.
    11. Hamdi, Besma & Aloui, Mouna & Alqahtani, Faisal & Tiwari, Aviral, 2019. "Relationship between the oil price volatility and sectoral stock markets in oil-exporting economies: Evidence from wavelet nonlinear denoised based quantile and Granger-causality analysis," Energy Economics, Elsevier, vol. 80(C), pages 536-552.
    12. Pal, Debdatta & Mitra, Subrata K., 2019. "Oil price and automobile stock return co-movement: A wavelet coherence analysis," Economic Modelling, Elsevier, vol. 76(C), pages 172-181.
    13. Das, Debojyoti & Kannadhasan, M., 2020. "The asymmetric oil price and policy uncertainty shock exposure of emerging market sectoral equity returns: A quantile regression approach," International Review of Economics & Finance, Elsevier, vol. 69(C), pages 563-581.
    14. Babak Fazelabdolabadi, 2019. "Uncertainty and energy-sector equity returns in Iran: a Bayesian and quasi-Monte Carlo time-varying analysis," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 5(1), pages 1-20, December.
    15. Mensi, Walid & Rehman, Mobeen Ur & Maitra, Debasish & Al-Yahyaee, Khamis Hamed & Vo, Xuan Vinh, 2021. "Oil, natural gas and BRICS stock markets: Evidence of systemic risks and co-movements in the time-frequency domain," Resources Policy, Elsevier, vol. 72(C).
    16. Ding, Yibing & Li, Jing & Tian, Yuqi, 2024. "The short and long-term effects of cross-border M&A network on Chinese enterprises’ green innovation," Economic Modelling, Elsevier, vol. 134(C).
    17. Peng, Cheng & Zhu, Huiming & Guo, Yawei & Chen, Xiuyun, 2018. "Risk spillover of international crude oil to China's firms: Evidence from granger causality across quantile," Energy Economics, Elsevier, vol. 72(C), pages 188-199.
    18. Maitra, Debasish & Rehman, Mobeen Ur & Dash, Saumya Ranjan & Kang, Sang Hoon, 2021. "Oil price volatility and the logistics industry: Dynamic connectedness with portfolio implications," Energy Economics, Elsevier, vol. 102(C).
    19. Syed Mujahid Hussain & Amjad Naveed & Sheraz Ahmed & Nisar Ahmad, 2022. "Disaggregating the impact of oil prices on European industrial equity indices: a spatial econometric analysis," Empirical Economics, Springer, vol. 62(6), pages 2673-2692, June.
    20. Yun, Xiao & Yoon, Seong-Min, 2019. "Impact of oil price change on airline's stock price and volatility: Evidence from China and South Korea," Energy Economics, Elsevier, vol. 78(C), pages 668-679.
    21. Huang, Shupei & An, Haizhong & Huang, Xuan & Wang, Yue, 2018. "Do all sectors respond to oil price shocks simultaneously?," Applied Energy, Elsevier, vol. 227(C), pages 393-402.
    22. Hau, Liya & Zhu, Huiming & Huang, Rui & Ma, Xiang, 2020. "Heterogeneous dependence between crude oil price volatility and China’s agriculture commodity futures: Evidence from quantile-on-quantile regression," Energy, Elsevier, vol. 213(C).
    23. Chen, Ying & Zhu, Xuehong & Li, Hailing, 2022. "The asymmetric effects of oil price shocks and uncertainty on non-ferrous metal market: Based on quantile regression," Energy, Elsevier, vol. 246(C).
    24. Boubaker, Heni & Larbi, Ons Ben, 2022. "Dynamic dependence and hedging strategies in BRICS stock markets with oil during crises," Economic Analysis and Policy, Elsevier, vol. 76(C), pages 263-279.

  8. You, Wanhai & Guo, Yawei & Peng, Cheng, 2017. "Twitter's daily happiness sentiment and the predictability of stock returns," Finance Research Letters, Elsevier, vol. 23(C), pages 58-64.

    Cited by:

    1. Yılmaz, Emrah Sıtkı & Ozpolat, Aslı & Destek, Mehmet Akif, 2022. "Do Twitter Sentiments Really Effective on Energy Stocks? Evidence from Intercompany Dependency," MPRA Paper 114155, University Library of Munich, Germany.
    2. Bonato, Matteo & Gkillas, Konstantinos & Gupta, Rangan & Pierdzioch, Christian, 2021. "A note on investor happiness and the predictability of realized volatility of gold," Finance Research Letters, Elsevier, vol. 39(C).
    3. Yong Jiang & Zhongbao Zhou, 2018. "Does the time horizon of the return predictive effect of investor sentiment vary with stock characteristics? A Granger causality analysis in the frequency domain," Papers 1803.02962, arXiv.org.
    4. Matteo Bonato & Konstantinos Gkillas & Rangan Gupta & Christian Pierdzioch, 2020. "Investor Happiness and Predictability of the Realized Volatility of Oil Price," Working Papers 202009, University of Pretoria, Department of Economics.
    5. Anwer, Zaheer & Khan, Muhammad Arif & Hassan, M. Kabir & Singh, Manjeet Kaur Harnek, 2024. "Assessing dynamic co-movement of news based uncertainty indices and distance-to -default of global FinTech firms," Research in International Business and Finance, Elsevier, vol. 71(C).
    6. Broadstock, David C. & Zhang, Dayong, 2019. "Social-media and intraday stock returns: The pricing power of sentiment," Finance Research Letters, Elsevier, vol. 30(C), pages 116-123.
    7. Wang, Ningli & You, Wanhai, 2023. "New insights into the role of global factors in BRICS stock markets: A quantile cointegration approach," Economic Systems, Elsevier, vol. 47(2).
    8. Elie Bouri & Riza Demirer & David Gabauer & Rangan Gupta, 2020. "Sentiment and Financial Market Connectedness: The Role of Investor Happiness," Working Papers 202022, University of Pretoria, Department of Economics.
    9. Ning Wang & Shanhui Ke & Yibo Chen & Tao Yan & Andrew Lim, 2019. "Textual Sentiment of Chinese Microblog Toward the Stock Market," International Journal of Information Technology & Decision Making (IJITDM), World Scientific Publishing Co. Pte. Ltd., vol. 18(02), pages 649-671, March.
    10. Yousaf, Imran & Youssef, Manel & Goodell, John W., 2022. "Quantile connectedness between sentiment and financial markets: Evidence from the S&P 500 twitter sentiment index," International Review of Financial Analysis, Elsevier, vol. 83(C).
    11. Dumrongwong, Konpanas & Papangkorn, Suwongrat, 2025. "Happiness and IPO performance," Journal of Behavioral and Experimental Finance, Elsevier, vol. 46(C).
    12. Byström, Hans, 2020. "Happiness and Gold Prices," Finance Research Letters, Elsevier, vol. 35(C).
    13. Tang, Zhenpeng & Lin, Qiaofeng & Cai, Yi & Chen, Kaijie & Liu, Dinggao, 2024. "Harnessing the power of real-time forum opinion: Unveiling its impact on stock market dynamics using intraday high-frequency data in China," International Review of Financial Analysis, Elsevier, vol. 93(C).
    14. Zhang, Wei & Wang, Pengfei & Li, Xiao & Shen, Dehua, 2018. "Twitter’s daily happiness sentiment and international stock returns: Evidence from linear and nonlinear causality tests," Journal of Behavioral and Experimental Finance, Elsevier, vol. 18(C), pages 50-53.
    15. Javier Gil-Bazo & Juan Imbet, 2022. "Tweeting for Money: Social Media and Mutual Fund Flows," Working Papers 1366, Barcelona School of Economics.
    16. Abakah, Emmanuel Joel Aikins & Adeabah, David & Tiwari, Aviral Kumar & Abdullah, Mohammad, 2023. "Effect of Russia–Ukraine war sentiment on blockchain and FinTech stocks," International Review of Financial Analysis, Elsevier, vol. 90(C).
    17. Zhang, Tonghui & Yuan, Ying & Wu, Xi, 2020. "Is microblogging data reflected in stock market volatility? Evidence from Sina Weibo," Finance Research Letters, Elsevier, vol. 32(C).
    18. Wang, Jying-Nan & Liu, Hung-Chun & Lee, Yen-Hsien & Hsu, Yuan-Teng, 2023. "FoMO in the Bitcoin market: Revisiting and factors," The Quarterly Review of Economics and Finance, Elsevier, vol. 89(C), pages 244-253.
    19. Naeem, Muhammad Abubakr & Farid, Saqib & Faruk, Balli & Shahzad, Syed Jawad Hussain, 2020. "Can happiness predict future volatility in stock markets?," Research in International Business and Finance, Elsevier, vol. 54(C).
    20. ?ikolaos A. Kyriazis, 2023. "Twitter‘s happiness sentiment index impacts on financial markets: an integrated overview of empirical findings," Bulletin of Applied Economics, Risk Market Journals, vol. 10(2), pages 47-66.
    21. Niţoi, Mihai & Pochea, Maria Miruna, 2020. "Time-varying dependence in European equity markets: A contagion and investor sentiment driven analysis," Economic Modelling, Elsevier, vol. 86(C), pages 133-147.
    22. Dong, Hang & Gil-Bazo, Javier, 2020. "Sentiment stocks," International Review of Financial Analysis, Elsevier, vol. 72(C).
    23. Philip S. Morrison & Stephanié Rossouw & Talita Greyling, 2022. "The impact of exogenous shocks on national wellbeing. New Zealanders’ reaction to COVID-19," Applied Research in Quality of Life, Springer;International Society for Quality-of-Life Studies, vol. 17(3), pages 1787-1812, June.
    24. Steyn, Dimitri H. W. & Greyling, Talita & Rossouw, Stephanie & Mwamba, John M., 2020. "Sentiment, emotions and stock market predictability in developed and emerging markets," GLO Discussion Paper Series 502, Global Labor Organization (GLO).
    25. Siikanen, Milla & Baltakys, Kęstutis & Kanniainen, Juho & Vatrapu, Ravi & Mukkamala, Raghava & Hussain, Abid, 2018. "Facebook drives behavior of passive households in stock markets," Finance Research Letters, Elsevier, vol. 27(C), pages 208-213.
    26. Mugerman, Yevgeny & Yidov, Orr & Wiener, Zvi, 2020. "By the light of day: The effect of the switch to winter time on stock markets," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 65(C).
    27. Abid, Ilyes & BenMabrouk, Houda & Guesmi, Khaled & Mansour, Abir, 2025. "The clout of happiness and uncertainty in the environmental transition: Insights from CO2 and clean energy dynamic spillovers," Research in International Business and Finance, Elsevier, vol. 74(C).
    28. Bouri, Elie & Demirer, Riza & Gabauer, David & Gupta, Rangan, 2022. "Financial market connectedness: The role of investors’ happiness," Finance Research Letters, Elsevier, vol. 44(C).
    29. S., Glogger & S., Heiden & D., Schneller, 2019. "Bearing the bear: Sentiment-based disagreement in multi-criteria portfolio optimization," Finance Research Letters, Elsevier, vol. 31(C), pages 47-53.
    30. Abakah, Emmanuel Joel Aikins & Abdullah, Mohammad & Yousaf, Imran & Kumar Tiwari, Aviral & Li, Yanshuang, 2024. "Economic sanctions sentiment and global stock markets," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 91(C).
    31. Văn, Lê & Bảo, Nguyễn Khắc Quốc, 2022. "The relationship between global stock and precious metals under Covid-19 and happiness perspectives," Resources Policy, Elsevier, vol. 77(C).
    32. Jiang, Yong & Ren, Yi-Shuai & Narayan, Seema & Ma, Chao-Qun & Yang, Xiao-Guang, 2022. "Heterogeneity dependence between oil prices and exchange rate: Evidence from a parametric test of Granger causality in quantiles," The North American Journal of Economics and Finance, Elsevier, vol. 62(C).
    33. Zhao, Yujie & Yao, Zhanghao & Li, Yuanqin & Zhou, Ping, 2023. "Can high-quality interactions lower the cost of debt? Insights from interactive investor platforms," Finance Research Letters, Elsevier, vol. 58(PC).
    34. Na, Haejung & Kim, Soonho, 2021. "Predicting stock prices based on informed traders’ activities using deep neural networks," Economics Letters, Elsevier, vol. 204(C).
    35. Chatterjee, Ujjal & French, Joseph J., 2022. "A note on tweeting and equity markets before and during the Covid-19 pandemic," Finance Research Letters, Elsevier, vol. 46(PA).
    36. Lee, Chien-Chiang & Chen, Mei-Ping, 2020. "Happiness sentiments and the prediction of cross-border country exchange-traded fund returns," The North American Journal of Economics and Finance, Elsevier, vol. 54(C).
    37. Yasmeen Idilbi-Bayaa & Mahmoud Qadan, 2022. "Tell Me Why I Do Not Like Mondays," Mathematics, MDPI, vol. 10(11), pages 1-22, May.
    38. Chien-Chiang Lee & Mei-Ping Chen & Yi-Ting Peng, 2021. "Tourism development and happiness: International evidence," Tourism Economics, , vol. 27(5), pages 1101-1136, August.
    39. Qadan, Mahmoud & Jacob, Maram, 2022. "The value premium and investors' appetite for risk," International Review of Economics & Finance, Elsevier, vol. 82(C), pages 194-219.
    40. Chen, Wen-Yi & Chen, Mei-Ping, 2022. "Twitter’s daily happiness sentiment, economic policy uncertainty, and stock index fluctuations," The North American Journal of Economics and Finance, Elsevier, vol. 62(C).
    41. Qadan, Mahmoud & Aharon, David Y. & Cohen, Gil, 2020. "Everybody likes shopping, including the US capital market," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 551(C).
    42. Swamy, Vighneswara & Lagesh, M.A., 2023. "Does happy Twitter forecast gold price?," Resources Policy, Elsevier, vol. 81(C).
    43. Li, Yue & W. Goodell, John & Shen, Dehua, 2021. "Does happiness forecast implied volatility? Evidence from nonparametric wave-based Granger causality testing," The Quarterly Review of Economics and Finance, Elsevier, vol. 81(C), pages 113-122.
    44. Pandey, Dharen Kumar & Kumari, Vineeta & Palma, Alessia & Goodell, John W., 2024. "Are markets in happier countries less affected by tragic events? Evidence from market reaction to the Israel–Hamas conflict," Finance Research Letters, Elsevier, vol. 60(C).
    45. Ben Chamberlain & Zhangxin (Frank) Liu & Lee A. Smales, 2023. "Short interest and the stock market relation with news sentiment from traditional and social media sources," Australian Economic Papers, Wiley Blackwell, vol. 62(2), pages 321-334, June.
    46. Zeitun, Rami & Rehman, Mobeen Ur & Ahmad, Nasir & Vo, Xuan Vinh, 2023. "The impact of Twitter-based sentiment on US sectoral returns," The North American Journal of Economics and Finance, Elsevier, vol. 64(C).
    47. Suwan (Cheng) Long & Brian Lucey & Ying Xie & Larisa Yarovaya, 2023. "“I just like the stock”: The role of Reddit sentiment in the GameStop share rally," The Financial Review, Eastern Finance Association, vol. 58(1), pages 19-37, February.
    48. Çoban, Serap & Uçar, Mehmet & Ulusay, Nurten & Kaya, Nazife, 2025. "Investigating the Impact of Social Media-Driven Sentiment on the Electric Vehicle Stock Market Using Quantile Regression," International Journal of Economics and Financial Issues, International Journal of Economics and Financial Issues, vol. 15(4), pages 299-316, June.
    49. Wang, Daoping & Xin, Liying & Shen, Xinyan & Wang, Yedong, 2025. "Media sentiment fluctuations on exchange rate, managerial risk appetite and FX derivatives usage," Pacific-Basin Finance Journal, Elsevier, vol. 91(C).

  9. Zhu, Huiming & Peng, Cheng & You, Wanhai, 2016. "Quantile behaviour of cointegration between silver and gold prices," Finance Research Letters, Elsevier, vol. 19(C), pages 119-125.

    Cited by:

    1. 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).
    2. Sami, Janesh, 2021. "Has the long-run relationship between gold and silver prices really disappeared? Evidence from an emerging market," Resources Policy, Elsevier, vol. 74(C).
    3. Georgios Bertsatos & Plutarchos Sakellaris & Mike G. Tsionas, 2022. "Extensions of the Pesaran, Shin and Smith (2001) bounds testing procedure," Empirical Economics, Springer, vol. 62(2), pages 605-634, February.
    4. Benkraiem, Ramzi & Lahiani, Amine & Miloudi, Anthony & Shahbaz, Muhammad, 2018. "New insights into the US stock market reactions to energy price shocks," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 56(C), pages 169-187.
    5. Yaya, OlaOluwa S & Vo, Xuan Vinh & Olayinka, Hammed Abiola, 2021. "Gold and Silver prices, their stocks and market fear gauges: Testing fractional cointegration using a robust approach," MPRA Paper 109830, University Library of Munich, Germany.
    6. Ren, Xiaohang & An, Yaning & Jin, Chenglu, 2023. "The asymmetric effect of geopolitical risk on China's crude oil prices: New evidence from a QARDL approach," Finance Research Letters, Elsevier, vol. 53(C).
    7. Goktug Sahin & Afsin Sahin, 2023. "An Empirical Examination of Asymmetry on Exchange Rate Spread Using the Quantile Autoregressive Distributed Lag (QARDL) Model," JRFM, MDPI, vol. 16(1), pages 1-25, January.
    8. Madziwa, Lawrence & Pillalamarry, Mallikarjun & Chatterjee, Snehamoy, 2023. "Integrating stochastic mine planning model with ARDL commodity price forecasting," Resources Policy, Elsevier, vol. 85(PB).
    9. Emmanuel Uche & Lionel Effiom, 2021. "Oil price, exchange rate and stock price in Nigeria: Fresh insights based on quantile ARDL model," ECONOMICS AND POLICY OF ENERGY AND THE ENVIRONMENT, FrancoAngeli Editore, vol. 2021(1), pages 59-79.
    10. Mishra, Bibhuti Ranjan & Pradhan, Ashis Kumar & Tiwari, Aviral Kumar & Shahbaz, Muhammad, 2019. "The dynamic causality between gold and silver prices in India: Evidence using time-varying and non-linear approaches," Resources Policy, Elsevier, vol. 62(C), pages 66-76.
    11. Li, Wenlan & Cheng, Yuxiang & Fang, Qiang, 2020. "Forecast on silver futures linked with structural breaks and day-of-the-week effect," The North American Journal of Economics and Finance, Elsevier, vol. 53(C).
    12. Wang, Guanghao & Sbai, Erwann & Sheng, Mingyue Selena & Tao, Miaomiao, 2025. "News sentiment, climate conditions, and New Zealand electricity market: A real-time bidding policy perspective," Energy, Elsevier, vol. 318(C).
    13. Mehmet Balcilar & Ojonugwa Usman & Busra Agan, 2024. "On the connectedness of commodity markets: A critical and selective survey of empirical studies and bibliometric analysis," Journal of Economic Surveys, Wiley Blackwell, vol. 38(1), pages 97-136, February.
    14. Liu, Guo-Dong & Su, Chi-Wei, 2019. "The dynamic causality between gold and silver prices in China market: A rolling window bootstrap approach," Finance Research Letters, Elsevier, vol. 28(C), pages 101-106.
    15. Zurika, Robinson, 2023. "A macroeconomic viewpoint using a structural VAR analysis of silver price behaviour," Working Papers 30192, University of South Africa, Department of Economics.
    16. Vigne, Samuel A. & Lucey, Brian M. & O’Connor, Fergal A. & Yarovaya, Larisa, 2017. "The financial economics of white precious metals — A survey," International Review of Financial Analysis, Elsevier, vol. 52(C), pages 292-308.
    17. Madziwa, Lawrence & Pillalamarry, Mallikarjun & Chatterjee, Snehamoy, 2022. "Gold price forecasting using multivariate stochastic model," Resources Policy, Elsevier, vol. 76(C).
    18. Cunado, Juncal & Chatziantoniou, Ioannis & Gabauer, David & de Gracia, Fernando Perez & Hardik, Marfatia, 2023. "Dynamic spillovers across precious metals and oil realized volatilities: Evidence from quantile extended joint connectedness measures," Journal of Commodity Markets, Elsevier, vol. 30(C).
    19. Emmanuel Uche & Lionel Effiom, 2021. "Fighting capital flight in Nigeria: have we considered global uncertainties and exchange rate volatilities? Fresh insights via quantile ARDL model," SN Business & Economics, Springer, vol. 1(6), pages 1-22, June.
    20. Luqman, Muhammad & Mugheri, Adil & Ahmad, Najid & Soytas, Ugur, 2023. "Casting shadows on natural resource commodity markets: Unraveling the quantile dilemma of gold and crude oil prices," Resources Policy, Elsevier, vol. 86(PA).
    21. Mensi, Walid & Shahzad, Syed Jawad Hussain & Hammoudeh, Shawkat & Hkiri, Besma & Hamed Al Yahyaee, Khamis, 2019. "Long-run relationships between US financial credit markets and risk factors: Evidence from the quantile ARDL approach," Finance Research Letters, Elsevier, vol. 29(C), pages 101-110.
    22. Yaya, OlaOluwa A & Lukman, Adewale F. & Vo, Xuan Vinh, 2022. "Persistence and Volatility Spillovers of Bitcoin price to Gold and Silver prices," MPRA Paper 114521, University Library of Munich, Germany.
    23. Evrim Mandacı, Pınar & Cagli, Efe Çaglar & Taşkın, Dilvin, 2020. "Dynamic connectedness and portfolio strategies: Energy and metal markets," Resources Policy, Elsevier, vol. 68(C).
    24. Mighri, Zouheir & Ragoubi, Hanen & Sarwar, Suleman & Wang, Yihan, 2022. "Quantile Granger causality between US stock market indices and precious metal prices," Resources Policy, Elsevier, vol. 76(C).
    25. Islam, Md. Monirul & Sohag, Kazi & Mariev, Oleg, 2023. "Geopolitical risks and mineral-driven renewable energy generation in China: A decomposed analysis," Resources Policy, Elsevier, vol. 80(C).
    26. Syed Jawad Hussain Shahzad & Dene Hurley & Román Ferrer, 2021. "U.S. stock prices and macroeconomic fundamentals: Fresh evidence using the quantile ARDL approach," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 26(3), pages 3569-3587, July.
    27. Zhe Huang & Franck Martin, 2017. "Optimal pairs trading strategies in a cointegration framework," Working Papers halshs-01566803, HAL.
    28. Xiang, Feiyun & Chang, Tsangyao & Jiang, Shi-jie, 2023. "Economic and climate policy uncertainty, geopolitical risk and life insurance premiums in China: A quantile ARDL approach," Finance Research Letters, Elsevier, vol. 57(C).
    29. Pradhan, Ashis Kumar & Mishra, Bibhuti Ranjan & Tiwari, Aviral Kumar & Hammoudeh, Shawkat, 2020. "Macroeconomic factors and frequency domain causality between Gold and Silver returns in India," Resources Policy, Elsevier, vol. 68(C).
    30. Muhammad Luqman & Yafei Li, 2024. "Can oil prices affect economic uncertainty and financial stress? Quantile-based evidence from France and Germany," Economic Change and Restructuring, Springer, vol. 57(6), pages 1-23, December.

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