IDEAS home Printed from https://ideas.repec.org/a/igg/jisscm/v15y2022i5p1-17.html
   My bibliography  Save this article

The Spillover Effect of Agricultural Product Market Price Fluctuation Based on Fourier Analysis

Author

Listed:
  • Canyu Zhang

    (School of Economics & Management, Chongqing University, Chongqing, China)

  • Guixian Tian

    (School of Business, Pingxiang University, Pingxiang, China)

  • Yongchao Tao

    (Shandong Marine Economic and Cultural Research Institute, Shandong Academy of Social Science, Qingdao, China)

Abstract

The stability of the original spillover effect model of agricultural product market price volatility is poor, resulting in the low degree of fitting between the results and the actual situation. In order to further clarify the spillover effect of agricultural product market price volatility, a research method of spillover effect of agricultural product market price volatility based on Fourier analysis is proposed. The authors collect sample data, eliminate missing data, and complete data storage. Wavelet transform is used to reduce the noise of the sample data, Fourier analysis is used to reconstruct the sample data, and the data with high degree of discretization is aggregated to output the data preprocessing results. The experimental results show that the method has strong anti-interference ability, good stability, high fitting degree between the results and the actual, and has reliability.

Suggested Citation

  • Canyu Zhang & Guixian Tian & Yongchao Tao, 2022. "The Spillover Effect of Agricultural Product Market Price Fluctuation Based on Fourier Analysis," International Journal of Information Systems and Supply Chain Management (IJISSCM), IGI Global, vol. 15(5), pages 1-17, June.
  • Handle: RePEc:igg:jisscm:v:15:y:2022:i:5:p:1-17
    as

    Download full text from publisher

    File URL: http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/IJISSCM.304828
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Roni Bhowmik & Wang Shouyang & Abbas Ghulam, 2018. "Return and Volatility Spillovers Effects: Study of Asian Emerging Stock Markets," Journal of Systems Science and Information, De Gruyter, vol. 6(2), pages 97-119, April.
    2. Nishimura, Yusaku & Sun, Bianxia, 2018. "The intraday volatility spillover index approach and an application in the Brexit vote," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 55(C), pages 241-253.
    3. Chengliang Liu & Qingbin Guo, 2019. "Technology Spillover Effect in China: The Spatiotemporal Evolution and Its Drivers," Sustainability, MDPI, vol. 11(6), pages 1-14, March.
    4. Lya Paola Sierra & Luis Eduardo Girón & Victor Girón & Andrés Girón, 2018. "What is the Spillover Effect of the U.S. Equity and Money Market on the Key Latin American Agricultural Exports?," Global Economy Journal (GEJ), World Scientific Publishing Co. Pte. Ltd., vol. 18(4), pages 1-9, December.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Shi, Huai-Long & Zhou, Wei-Xing, 2022. "Factor volatility spillover and its implications on factor premia," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 80(C).
    2. Alexander Koch & Toan Luu Duc Huynh & Mei Wang, 2024. "News sentiment and international equity markets during BREXIT period: A textual and connectedness analysis," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 29(1), pages 5-34, January.
    3. Xin Yang & Shan Chen & Hong Liu & Xiaoguang Yang & Chuangxia Huang, 2023. "Jump volatility spillover network based measurement of systemic importance of Chinese financial institutions," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 28(2), pages 1201-1213, April.
    4. Zhou, Mei-Jing & Huang, Jian-Bai & Chen, Jin-Yu, 2022. "Time and frequency spillovers between political risk and the stock returns of China's rare earths," Resources Policy, Elsevier, vol. 75(C).
    5. Abuzayed, Bana & Al-Fayoumi, Nedal & Bouri, Elie, 2022. "Hedging UK stock portfolios with gold and oil: The impact of Brexit," Resources Policy, Elsevier, vol. 75(C).
    6. ZHANG, Ping & WANG, Yiru & ZHAO, Min & YANG, Tzu-Yi, 2021. "Measuring Systemic Risk Of China'S Listed Banks," Studii Financiare (Financial Studies), Centre of Financial and Monetary Research "Victor Slavescu", vol. 25(3), pages 6-28, September.
    7. Bingtao Qin & Yulu Gai & Liming Ge & Pengbo Sun & Yongwei Yu & Yi Zheng, 2022. "FDI, Technology Spillovers, and Green Innovation: Theoretical Analysis and Evidence from China," Energies, MDPI, vol. 15(20), pages 1-25, October.
    8. Huang, Jianbai & Dong, Xuesong & Zhang, Hongwei & Liu, Jia & Gao, Wang, 2022. "Dynamic and frequency-domain spillover among within and cross-country policy uncertainty, crude oil and gold market: Evidence from US and China," Resources Policy, Elsevier, vol. 78(C).
    9. Afees A. Salisu & Taofeek O. Ayinde, 2018. "Testing for spillovers in naira exchange rates: The role of electioneering & global financial crisis," Borsa Istanbul Review, Research and Business Development Department, Borsa Istanbul, vol. 18(4), pages 341-348, December.
    10. Seunghyun Kim & Byungchul Choi, 2020. "The Impact of the Technological Capability of a Host Country on Inward FDI in OECD Countries: The Moderating Roles of Institutional Quality," Sustainability, MDPI, vol. 12(22), pages 1-18, November.
    11. Li, Yanshuang & Zhuang, Xintian & Wang, Jian, 2021. "Analysis of the cross-region risk contagion effect in stock market based on volatility spillover networks: Evidence from China," The North American Journal of Economics and Finance, Elsevier, vol. 56(C).
    12. Sarwar, Ghulam, 2020. "Interrelations in market fears of U.S. and European equity markets," The North American Journal of Economics and Finance, Elsevier, vol. 52(C).
    13. Dao, Thong M. & McGroarty, Frank & Urquhart, Andrew, 2019. "The Brexit vote and currency markets," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 59(C), pages 153-164.
    14. Jin Guo & Bingmei Gu & Xialing Sun & Jinli Xue & Baiyun Yuan, 2019. "Communication Barrier, Spillover Effect and Industrial-Technological Innovation," Sustainability, MDPI, vol. 11(18), pages 1-20, September.
    15. Li, Hong, 2020. "Volatility spillovers across European stock markets under the uncertainty of Brexit," Economic Modelling, Elsevier, vol. 84(C), pages 1-12.
    16. Li, Yanshuang & Zhuang, Xintian & Wang, Jian & Zhang, Weiping, 2020. "Analysis of the impact of Sino-US trade friction on China’s stock market based on complex networks," The North American Journal of Economics and Finance, Elsevier, vol. 52(C).
    17. Anna Szczepańska-Przekota, 2023. "Are Small Agricultural Markets Recipients of World Prices? The Case of Poland," Agriculture, MDPI, vol. 13(6), pages 1-16, June.
    18. Elsayed, Ahmed H. & Ahmed, Habib & Husam Helmi, Mohamad, 2023. "Determinants of financial stability and risk transmission in dual financial system: Evidence from the COVID pandemic," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 85(C).
    19. Fu Qiao & Yan Yan, 2020. "How does stock market reflect the change in economic demand? A study on the industry-specific volatility spillover networks of China's stock market during the outbreak of COVID-19," Papers 2007.07487, arXiv.org.
    20. Li, Yingli & Huang, Jianbai & Chen, Jinyu, 2021. "Dynamic spillovers of geopolitical risks and gold prices: New evidence from 18 emerging economies," Resources Policy, Elsevier, vol. 70(C).

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:igg:jisscm:v:15:y:2022:i:5:p:1-17. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Journal Editor (email available below). General contact details of provider: https://www.igi-global.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.