IDEAS home Printed from https://ideas.repec.org/a/eee/ecofin/v64y2023ics1062940822001954.html
   My bibliography  Save this article

A study on equity home bias using vine copula approach

Author

Listed:
  • 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
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1062940822001954
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.najef.2022.101860?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. 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.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Socaciu, Erzsébet-Mirjám & Nagy, Bálint-Zsolt & Benedek, Botond, 2023. "No place like home: Home bias and flight-to-quality in Group of Seven countries," Economic Modelling, Elsevier, vol. 129(C).

    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. Eduard Gaar & David Scherer & Dirk Schiereck, 2022. "The home bias and the local bias: A survey," Management Review Quarterly, Springer, vol. 72(1), pages 21-57, February.
    2. Mishra, Anil V., 2015. "Measures of equity home bias puzzle," Journal of Empirical Finance, Elsevier, vol. 34(C), pages 293-312.
    3. Anil Mishra, 2011. "Australia’s equity home bias and real exchange rate volatility," Review of Quantitative Finance and Accounting, Springer, vol. 37(2), pages 223-244, August.
    4. Mishra, Anil V., 2017. "Foreign bias in Australia's international equity holdings," Review of Financial Economics, Elsevier, vol. 33(C), pages 41-54.
    5. Baele, Lieven & Pungulescu, Crina & Ter Horst, Jenke, 2007. "Model uncertainty, financial market integration and the home bias puzzle," Journal of International Money and Finance, Elsevier, vol. 26(4), pages 606-630, June.
    6. Mishra, Anil V., 2016. "Foreign bias in Australian-domiciled mutual fund holdings," Pacific-Basin Finance Journal, Elsevier, vol. 39(C), pages 101-123.
    7. Nicolas Coeurdacier & Hélène Rey, 2013. "Home Bias in Open Economy Financial Macroeconomics," Journal of Economic Literature, American Economic Association, vol. 51(1), pages 63-115, March.
    8. repec:hal:spmain:info:hdl:2441/c8dmi8nm4pdjkuc9g81p7j6b6 is not listed on IDEAS
    9. R. Balasubramanian & Brajesh Kumar, 2023. "Equity Home Bias in Emerging and Advanced Economies: Trend Before and During COVID-19," International Advances in Economic Research, Springer;International Atlantic Economic Society, vol. 29(4), pages 261-275, November.
    10. Daly, Kevin & Vo, Xuan Vinh, 2013. "The determinants of home bias puzzle in equity portfolio investment in Australia," International Review of Financial Analysis, Elsevier, vol. 27(C), pages 34-42.
    11. repec:hal:spmain:info:hdl:2441/1shj1p7td8e0r5c9fcsnk8a91 is not listed on IDEAS
    12. Lee, Junyong & Lee, Kyounghun & Oh, Frederick Dongchuhl, 2023. "International portfolio diversification and the home bias puzzle," Research in International Business and Finance, Elsevier, vol. 64(C).
    13. Giofré, Maela, 2014. "Domestic investor protection and foreign portfolio investment," Journal of Banking & Finance, Elsevier, vol. 46(C), pages 355-371.
    14. Fang Cai & Francis E. Warnock, 2004. "International diversification at home and abroad," International Finance Discussion Papers 793, Board of Governors of the Federal Reserve System (U.S.).
    15. Eichler, Stefan, 2012. "Equity home bias and corporate disclosure," Journal of International Money and Finance, Elsevier, vol. 31(5), pages 1008-1032.
    16. Lippi, Andrea, 2016. "(Country) Home bias in Italian occupational pension funds asset allocation choices," The Quarterly Review of Economics and Finance, Elsevier, vol. 59(C), pages 78-82.
    17. Wallmeier, Martin & Iseli, Christoph, 2022. "Home bias and expected returns: A structural approach," Journal of International Money and Finance, Elsevier, vol. 124(C).
    18. Mishra, Anil V. & Ratti, Ronald A., 2013. "Home bias and cross border taxation," Journal of International Money and Finance, Elsevier, vol. 32(C), pages 169-193.
    19. Giofré, Maela, 2021. "Stock exchange consolidation and cross-border investment: An empirical assessment," Journal of Financial Stability, Elsevier, vol. 53(C).
    20. Giofré, Maela, 2013. "International diversification: Households versus institutional investors," The North American Journal of Economics and Finance, Elsevier, vol. 26(C), pages 145-176.
    21. Ni, Jinlan, 2009. "The effects of portfolio size on international equity home bias puzzle," International Review of Economics & Finance, Elsevier, vol. 18(3), pages 469-478, June.
    22. repec:hal:wpspec:info:hdl:2441/c8dmi8nm4pdjkuc9g81p7j6b6 is not listed on IDEAS
    23. Portes, Richard & Rey, Helene, 2005. "The determinants of cross-border equity flows," Journal of International Economics, Elsevier, vol. 65(2), pages 269-296, March.

    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

    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:ecofin:v:64:y:2023:i:c:s1062940822001954. 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/inca/620163 .

    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.