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A study on equity home bias using vine copula approach

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  • Garg, Jyoti
  • Karmakar, Madhusudan
  • Paul, Samit

Abstract

The study investigates if the mean-downside risk optimization technique for asset allocation can shed new light on the equity home bias puzzle. We propose a combined EGARCH-EVT-C-vine copula approach to properly capture the stylized properties of asset return series and estimate the downside risk appropriately by CVaR. Using weekly stock price data from 12 countries including seven G7 countries and five BRICS countries, we estimate international portfolio allocations based on mean-CVaR optimization model and compare the results to the mean–variance allocations. The study has been done from the perspective of US investors. The results of the study suggest that the US equity home bias is overestimated by the mean–variance approach. The mean-CVaR model helps to factor in the additional risk that investors face in international portfolio diversification and provides a plausible empirical explanation for the equity home bias phenomenon. The findings of the study have direct implications for portfolio managers and investors for taking better international investment decisions based on the knowledge of optimum portfolio.

Suggested Citation

  • Garg, Jyoti & Karmakar, Madhusudan & Paul, Samit, 2023. "A study on equity home bias using vine copula approach," The North American Journal of Economics and Finance, Elsevier, vol. 64(C).
  • Handle: RePEc:eee:ecofin:v:64:y:2023:i:c:s1062940822001954
    DOI: 10.1016/j.najef.2022.101860
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    as
    1. Giannetti, Mariassunta & Laeven, Luc, 2012. "The flight home effect: Evidence from the syndicated loan market during financial crises," Journal of Financial Economics, Elsevier, vol. 104(1), pages 23-43.
    2. Bong‐Chan Kho & René M. Stulz & Francis E. Warnock, 2009. "Financial Globalization, Governance, and the Evolution of the Home Bias," Journal of Accounting Research, Wiley Blackwell, vol. 47(2), pages 597-635, May.
    3. Karen K. Lewis, 1999. "Trying to Explain Home Bias in Equities and Consumption," Journal of Economic Literature, American Economic Association, vol. 37(2), pages 571-608, June.
    4. repec:oup:ecpoli:v:26:y:2011:i:66:p:285-342 is not listed on IDEAS
    5. Warnock, Francis E., 2002. "Home bias and high turnover reconsidered," Journal of International Money and Finance, Elsevier, vol. 21(6), pages 795-805, November.
    6. Kwabi, Frank O. & Thapa, Chandra & Paudyal, Krishna & Adegbite, Emmanuel, 2017. "Biases in international portfolio allocation and investor protection standards," International Review of Financial Analysis, Elsevier, vol. 53(C), pages 66-79.
    7. Fratzscher, Marcel, 2012. "Capital flows, push versus pull factors and the global financial crisis," Journal of International Economics, Elsevier, vol. 88(2), pages 341-356.
    8. Black, Fischer, 1974. "International capital market equilibrium with investment barriers," Journal of Financial Economics, Elsevier, vol. 1(4), pages 337-352, December.
    9. McNeil, Alexander J. & Frey, Rudiger, 2000. "Estimation of tail-related risk measures for heteroscedastic financial time series: an extreme value approach," Journal of Empirical Finance, Elsevier, vol. 7(3-4), pages 271-300, November.
    10. Haim Levy, 2017. "What is the Economic Cost of the Investment Home Bias?," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 49(5), pages 897-929, August.
    11. Huberman, Gur, 2001. "Familiarity Breeds Investment," The Review of Financial Studies, Society for Financial Studies, vol. 14(3), pages 659-680.
    12. French, Kenneth R & Poterba, James M, 1991. "Investor Diversification and International Equity Markets," American Economic Review, American Economic Association, vol. 81(2), pages 222-226, May.
    13. Tesar, Linda L. & Werner, Ingrid M., 1995. "Home bias and high turnover," Journal of International Money and Finance, Elsevier, vol. 14(4), pages 467-492, August.
    14. Glassman, Debra A. & Riddick, Leigh A., 2001. "What causes home asset bias and how should it be measured?," Journal of Empirical Finance, Elsevier, vol. 8(1), pages 35-54, March.
    15. Campbell, Rachel A. & Kraussl, Roman, 2007. "Revisiting the home bias puzzle: Downside equity risk," Journal of International Money and Finance, Elsevier, vol. 26(7), pages 1239-1260, November.
    16. Forbes, Kristin J. & Warnock, Francis E., 2012. "Capital flow waves: Surges, stops, flight, and retrenchment," Journal of International Economics, Elsevier, vol. 88(2), pages 235-251.
    17. Beatriz Vaz de Melo Mendes, 2005. "Asymmetric extreme interdependence in emerging equity markets," Applied Stochastic Models in Business and Industry, John Wiley & Sons, vol. 21(6), pages 483-498, November.
    18. Aas, Kjersti & Czado, Claudia & Frigessi, Arnoldo & Bakken, Henrik, 2009. "Pair-copula constructions of multiple dependence," Insurance: Mathematics and Economics, Elsevier, vol. 44(2), pages 182-198, April.
    19. Gian-Maria Milesi-Ferretti & Cédric Tille, 2011. "The great retrenchment: international capital flows during the global financial crisis [‘The great trade collapse: what caused it and what does it mean?’]," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 26(66), pages 289-346.
    20. Dennis P. Quinn & Hans-Joachim Voth, 2008. "A Century of Global Equity Market Correlations," American Economic Review, American Economic Association, vol. 98(2), pages 535-540, May.
    21. Mark Grinblatt & Matti Keloharju, 2001. "How Distance, Language, and Culture Influence Stockholdings and Trades," Journal of Finance, American Finance Association, vol. 56(3), pages 1053-1073, June.
    22. Ahearne, Alan G. & Griever, William L. & Warnock, Francis E., 2004. "Information costs and home bias: an analysis of US holdings of foreign equities," Journal of International Economics, Elsevier, vol. 62(2), pages 313-336, March.
    23. Mark Britten‐Jones, 1999. "The Sampling Error in Estimates of Mean‐Variance Efficient Portfolio Weights," Journal of Finance, American Finance Association, vol. 54(2), pages 655-671, April.
    24. Kalok Chan & Vicentiu Covrig & Lilian Ng, 2005. "What Determines the Domestic Bias and Foreign Bias? Evidence from Mutual Fund Equity Allocations Worldwide," Journal of Finance, American Finance Association, vol. 60(3), pages 1495-1534, June.
    25. Stulz, Rene M, 1981. "On the Effects of Barriers to International Investment," Journal of Finance, American Finance Association, vol. 36(4), pages 923-934, September.
    26. Johannes Stübinger & Benedikt Mangold & Christopher Krauss, 2018. "Statistical arbitrage with vine copulas," Quantitative Finance, Taylor & Francis Journals, vol. 18(11), pages 1831-1849, November.
    27. Rockafellar, R. Tyrrell & Uryasev, Stanislav, 2002. "Conditional value-at-risk for general loss distributions," Journal of Banking & Finance, Elsevier, vol. 26(7), pages 1443-1471, July.
    28. Cooper, Ian & Kaplanis, Evi, 1994. "Home Bias in Equity Portfolios, Inflation Hedging, and International Capital Market Equilibrium," The Review of Financial Studies, Society for Financial Studies, vol. 7(1), pages 45-60.
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    Cited by:

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    2. Yao, Yinhong & Li, Jingyu & Chen, Wei, 2024. "Multiscale extreme risk spillovers among the Chinese mainland, Hong Kong, and London stock markets: Comparing the impacts of three Stock Connect programs," International Review of Economics & Finance, Elsevier, vol. 89(PA), pages 1217-1233.

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    More about this item

    Keywords

    CVaR; Home bias; Vine copula; Downside risk; Portfolio optimization;
    All these keywords.

    JEL classification:

    • G10 - Financial Economics - - General Financial Markets - - - General (includes Measurement and Data)
    • G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions
    • G15 - Financial Economics - - General Financial Markets - - - International Financial Markets
    • G17 - Financial Economics - - General Financial Markets - - - Financial Forecasting and Simulation

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