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Event-study volatility and bootstrapping: an international study

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  • Naceur Essaddam
  • Ayman Mnasri

Abstract

This paper examines the impact of terrorism on volatility of stock returns over 17 market indices between 1994 and 2005. Using a volatility event study approach methodology, we find that terrorism has a significant impact on the stock market volatility. We also propose a new semi-parametric bootstrap technique which consists in re-sampling the rescaled residuals obtained from the estimations of GARCH equations before the event and using a moving block approach where the residuals are chosen in a chronologically consecutive manner each time we generate a bootstrap sample. This technique provides a better way to perform inference that is more reliable on finite samples than inference based on conventional asymptotic theory.

Suggested Citation

  • Naceur Essaddam & Ayman Mnasri, 2015. "Event-study volatility and bootstrapping: an international study," Applied Economics Letters, Taylor & Francis Journals, vol. 22(3), pages 209-213, February.
    • Handle: RePEc:taf:apeclt:v:22:y:2015:i:3:p:209-213
    DOI: 10.1080/13504851.2014.934423
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    Cited by:

    1. Bourdeau-Brien, Michael & Kryzanowski, Lawrence, 2017. "The impact of natural disasters on the stock returns and volatilities of local firms," The Quarterly Review of Economics and Finance, Elsevier, vol. 63(C), pages 259-270.
    2. Mnasri, Ayman & Nechi, Salem, 2016. "Impact of terrorist attacks on stock market volatility in emerging markets," Emerging Markets Review, Elsevier, vol. 28(C), pages 184-202.
    3. Jozef Barunik & Zdenek Drabek & Matej Nevrla, 2020. "Investment Disputes and Abnormal Volatility of Stocks," Papers 2006.10505, arXiv.org.
    4. Fatma Ben Moussa & Mariem Talbi, 2019. "Stock Market Reaction to Terrorist Attacks and Political Uncertainty: Empirical Evidence from the Tunisian Stock Exchange," International Journal of Economics and Financial Issues, Econjournals, vol. 9(3), pages 48-64.
    5. Irshad Hira & Taib Hasniza Mohd & Hussain Haroon & Hussain Rana Yassir, 2023. "Conventional and Islamic Equity Market Reaction Towards Terrorism: Evidence Based on Target Types, Location and Islamic Calendar Months," Studia Universitatis „Vasile Goldis” Arad – Economics Series, Sciendo, vol. 33(4), pages 70-116, December.
    6. Muhammad Imran & Mengyun Wu & Shuibin Gu & Shah Saud & Muhammad Abbas, 2019. "Influence of economic and non-economic factors on firm level equity premium: Evidence from Pakistan," Economics Bulletin, AccessEcon, vol. 39(3), pages 1774-1785.
    7. Prusak Błażej & Potrykus Marcin, 2022. "Stock price reaction to an arrangement approval in restructuring proceedings – the case of Poland," International Journal of Management and Economics, Warsaw School of Economics, Collegium of World Economy, vol. 58(3), pages 279-298, September.
    8. Omar, Ayman M.A. & Lambe, Brendan J & Wisniewski, Tomasz Piotr, 2021. "Perceptions of the threat to national security and the stock market," Journal of Economic Behavior & Organization, Elsevier, vol. 186(C), pages 504-522.
    9. Aslam Faheem & Awan Tahir Mumtaz & Mohmand Yasir Tariq & Kang Hyoung-Goo & Mughal Khurrum Shahzad, 2021. "Stock Market Volatility and Terrorism: New Evidence from the Markov Switching Model," Peace Economics, Peace Science, and Public Policy, De Gruyter, vol. 27(2), pages 263-284, May.
    10. Koppenberg, Maximilian & Hirsch, Stefan & Finger, Robert, 2023. "Effects of the debate on glyphosate's carcinogenic risk on pesticide producers' share prices," Ecological Economics, Elsevier, vol. 212(C).
    11. Hira Irshad & Hasniza Mohd Taib, 2017. "A Comparative Analysis of Effects of Terrorism on World Equity Markets," International Journal of Business and Administrative Studies, Professor Dr. Bahaudin G. Mujtaba, vol. 3(6), pages 202-208.

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