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Does Geopolitical Risks Predict Stock Returns and Volatility of Leading Defense Companies? Evidence from a Nonparametric Approach

Author

Listed:
  • Nicholas Apergis

    (Department of Banking and Financial Management, University of Piraeus, Greece)

  • Matteo Bonato

    (Department of Economics and Econometrics, University of Johannesburg, South Africa)

  • Rangan Gupta

    (Department of Economics, University of Pretoria, South Africa)

  • Clement Kyei

    (Department of Economics, University of Pretoria, South Africa)

Abstract

We use the k-th order nonparametric causality test at monthly frequency over the period of 1985:1 to 2016:06 to analyze whether geopolitical risks can predict movements in stock returns and volatility of twenty-four global defense firms. The nonparametric approach controls for the existing misspecification of a linear framework of causality, and hence, the mild evidence of causality obtained under the standard Granger tests cannot be relied upon. When we apply the nonparametric test, we find that there is no evidence of predictability of stock returns of these defense companies emanating from the geopolitical risk measure. However, the geopolitical risk index does predict realized volatility in 50 percent of the companies. Our results indicate that while global geopolitical events over a period of time is less likely to predict returns, such global risks are more inclined in affecting future risk profile of defense firms.

Suggested Citation

  • Nicholas Apergis & Matteo Bonato & Rangan Gupta & Clement Kyei, 2016. "Does Geopolitical Risks Predict Stock Returns and Volatility of Leading Defense Companies? Evidence from a Nonparametric Approach," Working Papers 201671, University of Pretoria, Department of Economics.
  • Handle: RePEc:pre:wpaper:201671
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    Cited by:

    1. Christos Bouras & Christina Christou & Rangan Gupta & Tahir Suleman, 2020. "Geopolitical Risks, Returns, and Volatility in Emerging Stock Markets: Evidence from a Panel GARCH Model," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 55(8), pages 1841-1856, July.
    2. Layal Mansour-Ichrakieh, 2021. "The Impact of Israeli and Saudi Arabian Geopolitical Risks on the Lebanese Financial Market," JRFM, MDPI, vol. 14(3), pages 1-24, February.
    3. Rangan Gupta & Giray Gozgor & Huseyin Kaya & Ender Demir, 2019. "Effects of geopolitical risks on trade flows: evidence from the gravity model," Eurasian Economic Review, Springer;Eurasia Business and Economics Society, vol. 9(4), pages 515-530, December.
    4. Gupta, Rangan & Kollias, Christos & Papadamou, Stephanos & Wohar, Mark E., 2018. "News implied volatility and the stock-bond nexus: Evidence from historical data for the USA and the UK markets," Journal of Multinational Financial Management, Elsevier, vol. 47, pages 76-90.
    5. Mansour-Ichrakieh, Layal, 2020. "The impact of Israeli Geopolitical Risks on the Lebanese Financial Market: A Destabilizer Multiplier," MPRA Paper 99376, University Library of Munich, Germany.
    6. Gkillas, Konstantinos & Gupta, Rangan & Wohar, Mark E., 2018. "Volatility jumps: The role of geopolitical risks," Finance Research Letters, Elsevier, vol. 27(C), pages 247-258.
    7. Refk Selmi & Christos Kollias & Stephanos Papadamou & Rangan Gupta, 2017. "A Copula-Based Quantile-on-Quantile Regression Approach to Modeling Dependence Structure between Stock and Bond Returns: Evidence from Historical Data of India, South Africa, UK and US," Working Papers 201747, University of Pretoria, Department of Economics.
    8. Elie Bouri & Riza Demirer & Rangan Gupta & Hardik A. Marfatia, 2019. "Geopolitical Risks and Movements in Islamic Bond and Equity Markets: A Note," Defence and Peace Economics, Taylor & Francis Journals, vol. 30(3), pages 367-379, April.
    9. Kotcharin, Suntichai & Maneenop, Sakkakom, 2020. "Geopolitical risk and corporate cash holdings in the shipping industry," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 136(C).
    10. Ender Demir & Giray Gozgor & Sudharshan Reddy Paramati, 2019. "Do geopolitical risks matter for inbound tourism?," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 9(2), pages 183-191, June.
    11. Ferhat Pehlivanoğlu & Saffet Akdağ & Andrew Adewale Alola, 2021. "The causal nexus of geopolitical risks, consumer and producer confidence indexes: evidence from selected economies," Quality & Quantity: International Journal of Methodology, Springer, vol. 55(4), pages 1261-1273, August.

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    More about this item

    Keywords

    Geopolitical risks; returns; volatility; defense firms;
    All these keywords.

    JEL classification:

    • C22 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes
    • G10 - Financial Economics - - General Financial Markets - - - General (includes Measurement and Data)

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