IDEAS home Printed from https://ideas.repec.org/a/eee/asieco/v81y2022ics1049007822000616.html
   My bibliography  Save this article

The pricing of China stock index options based on monetary policy uncertainty

Author

Listed:
  • Niu, Jing
  • Ma, Chao
  • Wang, Yunpeng
  • Chang, Chun-Ping
  • Wang, Haijie

Abstract

In the field of option pricing, scholars have been exploring the constant settings of volatility and interest rate ever since the Black-Scholes model was put forward. This research introduces a floating interest rate into the local volatility model, analyzes the model’s pricing effects, and compares them from the aspects of an in-sample pricing error and out-of-sample pricing error respectively using data of CSI (China Securities Index) SH-SZ (Shanghai-Shenzhen) 300 stock index options. The empirical results show that the Surface Stochastic Volatility Inspire model is better than the Stochastic Volatility Inspire model.

Suggested Citation

  • Niu, Jing & Ma, Chao & Wang, Yunpeng & Chang, Chun-Ping & Wang, Haijie, 2022. "The pricing of China stock index options based on monetary policy uncertainty," Journal of Asian Economics, Elsevier, vol. 81(C).
  • Handle: RePEc:eee:asieco:v:81:y:2022:i:c:s1049007822000616
    DOI: 10.1016/j.asieco.2022.101504
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1049007822000616
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.asieco.2022.101504?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Zheng, Mingbo & Feng, Gen-Fu & Jang, Chyi-Lu & Chang, Chun-Ping, 2021. "Terrorism and green innovation in renewable energy," Energy Economics, Elsevier, vol. 104(C).
    2. Pinglin He & Yulong Sun & Ying Zhang & Tao Li, 2020. "COVID–19’s Impact on Stock Prices Across Different Sectors—An Event Study Based on the Chinese Stock Market," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 56(10), pages 2198-2212, August.
    3. Jim Gatheral & Antoine Jacquier, 2014. "Arbitrage-free SVI volatility surfaces," Quantitative Finance, Taylor & Francis Journals, vol. 14(1), pages 59-71, January.
    4. Han Long & Chun-Ping Chang & Sujeetha Jegajeevan & Kai Tang, 2022. "Can Central Bank Mitigate the Effects of the COVID-19 Pandemic on the Macroeconomy?," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 58(9), pages 2652-2669, July.
    5. Feng, Gen-Fu & Yang, Hao-Chang & Gong, Qiang & Chang, Chun-Ping, 2021. "What is the exchange rate volatility response to COVID-19 and government interventions?," Economic Analysis and Policy, Elsevier, vol. 69(C), pages 705-719.
    6. Hai-Jie Wang & Kang an & Mingbo Zheng, 2021. "Who has done a better job in fighting the COVID-19 epidemic? Left or Right?," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 57(8), pages 2415-2425, June.
    7. Zhao, Xin-Xin & Zheng, Mingbo & Fu, Qiang, 2022. "How natural disasters affect energy innovation? The perspective of environmental sustainability," Energy Economics, Elsevier, vol. 109(C).
    8. Chen, Yin E. & Fu, Qiang & Zhao, Xinxin & Yuan, Xuemei & Chang, Chun-Ping, 2019. "International sanctions’ impact on energy efficiency in target states," Economic Modelling, Elsevier, vol. 82(C), pages 21-34.
    9. Haiqing Hu & Di Chen & Qiang Fu, 2022. "Does a Government Response to COVID-19 Hurt the Stock Price of an Energy Enterprise?," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 58(1), pages 1-10, January.
    10. Ismail O. Fasanya & Oluwatomisin J. Oyewole & Johnson A. Oliyide, 2021. "Can Uncertainty Due to Pandemic Predict Asia-Pacific Energy Stock Markets?," Asian Economics Letters, Asia-Pacific Applied Economics Association, vol. 2(1), pages 1-7.
    11. Wen, Jun & Zhao, Xin-Xin & Chang, Chun-Ping, 2021. "The impact of extreme events on energy price risk," Energy Economics, Elsevier, vol. 99(C).
    12. A. James Boness, 1964. "Elements of a Theory of Stock-Option Value," Journal of Political Economy, University of Chicago Press, vol. 72, pages 163-163.
    13. Wang, Quan-Jing & Feng, Gen-Fu & Wang, Hai-Jie & Chang, Chun-Ping, 2021. "The impacts of democracy on innovation: Revisited evidence," Technovation, Elsevier, vol. 108(C).
    14. Tirimisiyu F. Oloko & Abeeb O. Olaniran & Lukman A. Lasisi, 2021. "Hedging Global and Country-Specific Geopolitical Risks With South Korean Stocks - A Predictability Approach," Asian Economics Letters, Asia-Pacific Applied Economics Association, vol. 2(3), pages 1-5.
    15. Guosong Wu & Boxian Yang & Ningru Zhao, 2020. "Herding Behavior in Chinese Stock Markets during COVID-19," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 56(15), pages 3578-3587, December.
    16. Chun-Ping Chang & Gen-Fu Feng & Mingbo Zheng, 2021. "Government Fighting Pandemic, Stock Market Return, and COVID-19 Virus Outbreak," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 57(8), pages 2389-2406, June.
    17. Yin, Hua-Tang & Wen, Jun & Chang, Chun-Ping, 2022. "Science-technology intermediary and innovation in China: Evidence from State Administration for Market Regulation, 2000–2019," Technology in Society, Elsevier, vol. 68(C).
    18. Hull, John & White, Alan, 1988. "The Use of the Control Variate Technique in Option Pricing," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 23(3), pages 237-251, September.
    19. Ping Zhang & Yezhou Sha & Yifan Xu, 2021. "Stock Market Volatility Spillovers in G7 and BRIC," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 57(7), pages 2107-2119, May.
    20. Umar B. Ndako & Afees A. Salisu & Muritala O. Ogunsiji, 2021. "Geopolitical Risk and the Return Volatility of Islamic Stocks in Indonesia and Malaysia - A GARCH-MIDAS Approach," Asian Economics Letters, Asia-Pacific Applied Economics Association, vol. 2(3), pages 1-5.
    21. Wang, Quan-Jing & Wang, Hai-Jie & Chang, Chun-Ping, 2022. "Environmental performance, green finance and green innovation: What's the long-run relationships among variables?," Energy Economics, Elsevier, vol. 110(C).
    22. Bernard Dumas & Jeff Fleming & Robert E. Whaley, 1998. "Implied Volatility Functions: Empirical Tests," Journal of Finance, American Finance Association, vol. 53(6), pages 2059-2106, December.
    23. Yang, Hao-Chang & Feng, Gen-Fu & Zhao, Xin Xin & Chang, Chun-Ping, 2022. "The impacts of energy insecurity on green innovation: A multi-country study," Economic Analysis and Policy, Elsevier, vol. 74(C), pages 139-154.
    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. Wen, Jun & Yin, Hua-Tang & Jang, Chyi-Lu & Uchida, Hideaki & Chang, Chun-Ping, 2023. "Does corruption hurt green innovation? Yes – Global evidence from cross-validation," Technological Forecasting and Social Change, Elsevier, vol. 188(C).
    2. Feng, Gen-Fu & Zheng, Mingbo, 2022. "Economic policy uncertainty and renewable energy innovation: International evidence," Innovation and Green Development, Elsevier, vol. 1(2).
    3. Zhang, Dan & Zheng, Mingbo & Feng, Gen-Fu & Chang, Chun-Ping, 2022. "Does an environmental policy bring to green innovation in renewable energy?," Renewable Energy, Elsevier, vol. 195(C), pages 1113-1124.
    4. Wang, Ke & Wang, Yi-Wei & Wang, Quan-Jing, 2022. "Will monetary policy affect energy security? Evidence from Asian countries," Journal of Asian Economics, Elsevier, vol. 81(C).
    5. Wang, Quan-Jing & Peng, Xin-Yu & Wang, Hai-Jie & Chang, Chun-Ping, 2023. "The diversity impact of democracy on forest protection: Global evidence," Land Use Policy, Elsevier, vol. 125(C).
    6. Xu, Jin-Jin & Wang, Hai-Jie & Tang, Kai, 2022. "The sustainability of industrial structure on green eco-efficiency in the Yellow River Basin," Economic Analysis and Policy, Elsevier, vol. 74(C), pages 775-788.
    7. Wen, Jun & Zhao, Xin-Xin & Fu, Qiang & Chang, Chun-Ping, 2023. "The impact of extreme weather events on green innovation: Which ones bring to the most harm?," Technological Forecasting and Social Change, Elsevier, vol. 188(C).
    8. Yang, Qi-Cheng & Zheng, Mingbo & Wang, Jun-Sheng & Wang, Yun-Peng, 2022. "The shocks of armed conflicts to renewable energy finance: Empirical evidence from cross-country data," Energy Economics, Elsevier, vol. 112(C).
    9. Wen, Jun & Zhao, Xinxin & Fu, Qiang & Chang, Chun-Ping, 2023. "The impact of financial risk on green innovation: Global evidence," Pacific-Basin Finance Journal, Elsevier, vol. 77(C).
    10. Chen, Xia & Zhao, Xinxin & Chang, Chun-Ping, 2023. "The shocks of natural disasters on NPLs: Global evidence," Economic Systems, Elsevier, vol. 47(1).
    11. Chen, Wanling & Hu, Yao & Liu, Bei & Wang, Hui & Zheng, Mingbo, 2022. "Does the establishment of Pilot Free Trade Test Zones promote the transformation and upgradation of trade patterns?," Economic Analysis and Policy, Elsevier, vol. 76(C), pages 114-128.
    12. Feng, Gen-Fu & Niu, Peng & Wang, Jun-Zhuo & Liu, Jian, 2022. "Capital market liberalization and green innovation for sustainability: Evidence from China," Economic Analysis and Policy, Elsevier, vol. 75(C), pages 610-623.
    13. Zhao, Xin-Xin & Zheng, Mingbo & Fu, Qiang, 2022. "How natural disasters affect energy innovation? The perspective of environmental sustainability," Energy Economics, Elsevier, vol. 109(C).
    14. Zheng, Mingbo & Feng, Gen-Fu & Wang, Quan-Jing & Chang, Chun-Ping, 2023. "Financial globalization and technological innovation: International evidence," Economic Systems, Elsevier, vol. 47(1).
    15. Xin‐Xin Zhao & Jun Wen & Xing‐Yun Zou & Quan‐jing Wang & Chun‐Ping Chang, 2023. "Strategies for the sustainable development of China in the post‐epidemic era," Sustainable Development, John Wiley & Sons, Ltd., vol. 31(1), pages 426-438, February.
    16. Hu, Haiqing & Wei, Wei & Chang, Chun-Ping, 2022. "Examining the impact of extreme temperature on green innovation in China: Evidence from city-level data," Energy Economics, Elsevier, vol. 114(C).
    17. Wang, Quan-Jing & Tang, Kai & Hu, Hai-Qing, 2022. "The impact of digital finance on green innovation: Evidence from provinces in China," Innovation and Green Development, Elsevier, vol. 1(1).
    18. Xing-Yun Zou & Xin-Yu Peng & Xin-Xin Zhao & Chun-Ping Chang, 2023. "The impact of extreme weather events on water quality: international evidence," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 115(1), pages 1-21, January.
    19. Gen‐Fu Feng & Han Long & Hai‐Jie Wang & Chun‐Ping Chang, 2022. "Environmental, social and governance, corporate social responsibility, and stock returns: What are the short‐ and long‐Run relationships?," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 29(5), pages 1884-1895, September.
    20. Yunpeng Wang & Chun-Ping Chang, 2023. "The effect of policy stability on clean energy investment," Economic Change and Restructuring, Springer, vol. 56(1), pages 327-344, February.

    More about this item

    Keywords

    Stock index option; Monetary policy; Pricing;
    All these keywords.

    JEL classification:

    • C4 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics
    • G1 - Financial Economics - - General Financial Markets

    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:eee:asieco:v:81:y:2022:i:c:s1049007822000616. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/asieco .

    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.