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Silver in Equity Portfolio Risk Optimization: Polish Investor Perspective

Author

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  • Izabela Pruchnicka-Grabias

Abstract

Purpose: The study aims to verify whether silver can help reduce the risk of the equity portfolio for a Polish investor without diminishing its return. What are optimal shares of silver and equity in such a portfolio, and does it also improve skewness and kurtosis of the portfolio return distribution compared with a stock portfolio? Do optimal shares change depend on the situation on the silver market? Design/Methodology/Approach: The author calculates descriptive statistics for silver and equity to decide if the former can diversify assets for the latter. As equity, the WIG20 Total Return index is used. Equity-silver portfolio optimization is conducted in the light of the Markowitz theory. The analysis is done for the period between January 2005 and April 2021. Findings: The research shows that including silver in an equity portfolio lets both decrease its risk and increase the return during the silver bull market and an extended period, which take part in a growing silver market trend. Conclusions do not change when the short sale is allowed. It is indicated that during silver bear markets 100% equity portfolio is not an efficient portfolio in the light of the Harry Markowitz theory. Simultaneously, the author suggests that although the portfolio diversification conducted in the study results in diminishing risk understood as variance or standard deviation, the results for skewness and kurtosis of created optimum portfolios are various. Practical Implications: The research may be interesting for institutional and individual Polish investors seeking different diversifying instruments in various market conditions. Originality/Value: The research contributes to the existing international literature by confirming that silver can be a diversifying asset and indicates its optimal shares in the silver-equity portfolio in different market conditions for a Polish investor endangered with USD/PLN currency rate risk.

Suggested Citation

  • Izabela Pruchnicka-Grabias, 2021. "Silver in Equity Portfolio Risk Optimization: Polish Investor Perspective," European Research Studies Journal, European Research Studies Journal, vol. 0(3), pages 716-728.
    • Handle: RePEc:ers:journl:v:xxiv:y:2021:i:3:p:716-728
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    1. Hammoudeh, Shawkat & Malik, Farooq & McAleer, Michael, 2011. "Risk management of precious metals," The Quarterly Review of Economics and Finance, Elsevier, vol. 51(4), pages 435-441.
    2. Sensoy, Ahmet, 2013. "Dynamic relationship between precious metals," Resources Policy, Elsevier, vol. 38(4), pages 504-511.
    3. Cochran, Steven J. & Mansur, Iqbal & Odusami, Babatunde, 2012. "Volatility persistence in metal returns: A FIGARCH approach," Journal of Economics and Business, Elsevier, vol. 64(4), pages 287-305.
    4. Klein, Tony, 2017. "Dynamic correlation of precious metals and flight-to-quality in developed markets," Finance Research Letters, Elsevier, vol. 23(C), pages 283-290.
    5. El Hedi Arouri, Mohamed & Lahiani, Amine & Nguyen, Duc Khuong, 2015. "World gold prices and stock returns in China: Insights for hedging and diversification strategies," Economic Modelling, Elsevier, vol. 44(C), pages 273-282.
    6. Baur, Dirk G. & Smales, Lee A., 2020. "Hedging geopolitical risk with precious metals," Journal of Banking & Finance, Elsevier, vol. 117(C).
    7. Beckmann, Joscha & Berger, Theo & Czudaj, Robert, 2015. "Does gold act as a hedge or a safe haven for stocks? A smooth transition approach," Economic Modelling, Elsevier, vol. 48(C), pages 16-24.
    8. Lau, Marco Chi Keung & Vigne, Samuel A. & Wang, Shixuan & Yarovaya, Larisa, 2017. "Return spillovers between white precious metal ETFs: The role of oil, gold, and global equity," International Review of Financial Analysis, Elsevier, vol. 52(C), pages 316-332.
    9. repec:zbw:rwirep:0502 is not listed on IDEAS
    10. Brian M. Lucey & Sile Li, 2015. "What precious metals act as safe havens, and when? Some US evidence," Applied Economics Letters, Taylor & Francis Journals, vol. 22(1), pages 35-45, January.
    11. 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.
    12. Berna Kirkulak-Uludag & Zorikto Lkhamazhapov, 2017. "Volatility Dynamics of Precious Metals: Evidence from Russia," Czech Journal of Economics and Finance (Finance a uver), Charles University Prague, Faculty of Social Sciences, vol. 67(4), pages 300-317, August.
    13. Sakemoto, Ryuta, 2018. "Do precious and industrial metals act as hedges and safe havens for currency portfolios?," Finance Research Letters, Elsevier, vol. 24(C), pages 256-262.
    14. Charles, Amélie & Darné, Olivier & Kim, Jae H., 2015. "Will precious metals shine? A market efficiency perspective," International Review of Financial Analysis, Elsevier, vol. 41(C), pages 284-291.
    15. Marwa Talbi & Rihab Bedoui & Christian de Peretti & Lotfi Belkacem, 2020. "Is the role of precious metals as precious as they are? Revisiting the role of precious metals for the G-7 stock markets: A multivariate vine copula and BiVaR approaches," Working Papers hal-01664146, HAL.
    16. Agyei-Ampomah, Sam & Gounopoulos, Dimitrios & Mazouz, Khelifa, 2014. "Does gold offer a better protection against losses in sovereign debt bonds than other metals?," Journal of Banking & Finance, Elsevier, vol. 40(C), pages 507-521.
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    More about this item

    Keywords

    Silver; precious metals; equity portfolio; Markowitz theory.;
    All these keywords.

    JEL classification:

    • G1 - Financial Economics - - General Financial Markets
    • F3 - International Economics - - International Finance

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