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Diversification of risk exposure through country mutual funds under alternative investment opportunities

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  • Naka, Atsuyuki
  • Noman, Abdullah

Abstract

This paper examines the behavior of time variation in the risk exposure of country mutual funds to the movements of the US and benchmark foreign markets. It uses weekly data on 15 closed end funds and 19 exchange traded funds for the sample period between January, 2001 and December, 2012. Conditional factor models are employed to uncover the time variation in the estimated betas through short window regressions. The findings of the paper indicate considerable time variation in risk exposure of country mutual funds to the US market and foreign market risk factors. The US market betas exhibit greater variation over the sample period than the target foreign market betas. The overall fluctuation in betas for the closed end funds is found to be higher than that for the exchange traded funds, and emerging market funds experience more oscillation in the risk exposure than their developed market counterparts. We also find that a combination of the US macroeconomic state variables and investors’ sentiment significantly predicts future betas.

Suggested Citation

  • Naka, Atsuyuki & Noman, Abdullah, 2017. "Diversification of risk exposure through country mutual funds under alternative investment opportunities," The Quarterly Review of Economics and Finance, Elsevier, vol. 64(C), pages 215-227.
    • Handle: RePEc:eee:quaeco:v:64:y:2017:i:c:p:215-227
    DOI: 10.1016/j.qref.2016.06.009
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    as
    1. Jagannathan, Ravi & Wang, Zhenyu, 1996. "The Conditional CAPM and the Cross-Section of Expected Returns," Journal of Finance, American Finance Association, vol. 51(1), pages 3-53, March.
    2. repec:hal:spmain:info:hdl:2441/c8dmi8nm4pdjkuc9g70969520 is not listed on IDEAS
    3. Pukthuanthong, Kuntara & Roll, Richard, 2009. "Global market integration: An alternative measure and its application," Journal of Financial Economics, Elsevier, vol. 94(2), pages 214-232, November.
    4. Andrew Ang & Geert Bekaert, 2002. "International Asset Allocation With Regime Shifts," The Review of Financial Studies, Society for Financial Studies, vol. 15(4), pages 1137-1187.
    5. Hwang, Byoung-Hyoun, 2011. "Country-specific sentiment and security prices," Journal of Financial Economics, Elsevier, vol. 100(2), pages 382-401, May.
    6. Chay, J. B. & Trzcinka, Charles A., 1999. "Managerial performance and the cross-sectional pricing of closed-end funds," Journal of Financial Economics, Elsevier, vol. 52(3), pages 379-408, June.
    7. Curcuru, Stephanie E. & Thomas, Charles P. & Warnock, Francis E. & Wongswan, Jon, 2014. "Uncovered Equity Parity and rebalancing in international portfolios," Journal of International Money and Finance, Elsevier, vol. 47(C), pages 86-99.
    8. Andrew J. Patton & Michela Verardo, 2012. "Does Beta Move with News? Firm-Specific Information Flows and Learning about Profitability," The Review of Financial Studies, Society for Financial Studies, vol. 25(9), pages 2789-2839.
    9. Huberman, Gur & Kandel, Shmuel, 1987. "Mean-Variance Spanning," Journal of Finance, American Finance Association, vol. 42(4), pages 873-888, September.
    10. Coeurdacier, Nicolas & Guibaud, Stéphane, 2011. "International portfolio diversification is better than you think," Journal of International Money and Finance, Elsevier, vol. 30(2), pages 289-308, March.
    11. Rua, António & Nunes, Luís C., 2009. "International comovement of stock market returns: A wavelet analysis," Journal of Empirical Finance, Elsevier, vol. 16(4), pages 632-639, September.
    12. Vihang Errunza & Ked Hogan & Mao‐Wei Hung, 1999. "Can the Gains from International Diversification Be Achieved without Trading Abroad?," Journal of Finance, American Finance Association, vol. 54(6), pages 2075-2107, December.
    13. Patro, Dilip Kumar, 2001. "Measuring performance of international closed-end funds," Journal of Banking & Finance, Elsevier, vol. 25(9), pages 1741-1767, September.
    14. Harper, Joel T. & Madura, Jeff & Schnusenberg, Oliver, 2006. "Performance comparison between exchange-traded funds and closed-end country funds," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 16(2), pages 104-122, April.
    15. repec:hal:wpspec:info:hdl:2441/c8dmi8nm4pdjkuc9g70969520 is not listed on IDEAS
    16. Baele, Lieven & Inghelbrecht, Koen, 2009. "Time-varying Integration and International diversification strategies," Journal of Empirical Finance, Elsevier, vol. 16(3), pages 368-387, June.
    17. Hjalmarsson, Erik, 2010. "Predicting Global Stock Returns," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 45(1), pages 49-80, February.
    18. Levy, Ariel & Lieberman, Offer, 2013. "Overreaction of country ETFs to US market returns: Intraday vs. daily horizons and the role of synchronized trading," Journal of Banking & Finance, Elsevier, vol. 37(5), pages 1412-1421.
    19. Martin Lettau & Sydney Ludvigson, 2001. "Resurrecting the (C)CAPM: A Cross-Sectional Test When Risk Premia Are Time-Varying," Journal of Political Economy, University of Chicago Press, vol. 109(6), pages 1238-1287, December.
    20. Turtle, H.J. & Zhang, Chengping, 2012. "Time-varying performance of international mutual funds," Journal of Empirical Finance, Elsevier, vol. 19(3), pages 334-348.
    21. Alex P. Taylor, 2005. ""Discussion of" Risk Exposures and International Diversification: Evidence from iShares," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 32(3-4), pages 773-776.
    22. Abdullah Noman, 2015. "International diversification and return differential between the US and the foreign markets," Review of Accounting and Finance, Emerald Group Publishing Limited, vol. 14(4), pages 382-397, November.
    23. Maosen Zhong & Hui Yang, 2005. "Risk Exposures and International Diversification: Evidence from iShares," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 32(3-4), pages 737-772.
    24. Kim, Jang-Chul & Song, Kyojik Roy, 2010. "Investment barriers and premiums on closed-end country funds," International Review of Economics & Finance, Elsevier, vol. 19(4), pages 615-626, October.
    25. Lewellen, Jonathan & Nagel, Stefan, 2006. "The conditional CAPM does not explain asset-pricing anomalies," Journal of Financial Economics, Elsevier, vol. 82(2), pages 289-314, November.
    26. Harvey, Campbell R., 1989. "Time-varying conditional covariances in tests of asset pricing models," Journal of Financial Economics, Elsevier, vol. 24(2), pages 289-317.
    27. Huang, Mei-Yueh & Lin, Jun-Biao, 2011. "Do ETFs provide effective international diversification?," Research in International Business and Finance, Elsevier, vol. 25(3), pages 335-344, September.
    28. De Santis, Giorgio & Gerard, Bruno, 1997. "International Asset Pricing and Portfolio Diversification with Time-Varying Risk," Journal of Finance, American Finance Association, vol. 52(5), pages 1881-1912, December.
    29. Gagnon, Louis & Andrew Karolyi, G., 2010. "Multi-market trading and arbitrage," Journal of Financial Economics, Elsevier, vol. 97(1), pages 53-80, July.
    30. Lee, Bong-Soo & Hong, Gwangheon, 2002. "On the dual characteristics of closed-end country funds," Journal of International Money and Finance, Elsevier, vol. 21(5), pages 589-618, October.
    31. You, Leyuan & Daigler, Robert T., 2010. "Is international diversification really beneficial?," Journal of Banking & Finance, Elsevier, vol. 34(1), pages 163-173, January.
    32. Ang, Andrew & Chen, Joseph, 2007. "CAPM over the long run: 1926-2001," Journal of Empirical Finance, Elsevier, vol. 14(1), pages 1-40, January.
    33. Huberman, Gur, 2001. "Familiarity Breeds Investment," The Review of Financial Studies, Society for Financial Studies, vol. 14(3), pages 659-680.
    34. Ferson, Wayne E & Schadt, Rudi W, 1996. "Measuring Fund Strategy and Performance in Changing Economic Conditions," Journal of Finance, American Finance Association, vol. 51(2), pages 425-461, June.
    35. Shanken, Jay, 1990. "Intertemporal asset pricing : An Empirical Investigation," Journal of Econometrics, Elsevier, vol. 45(1-2), pages 99-120.
    36. Chanwit Phengpis & Peggy E. Swanson, 2009. "iShares and the US Market Risk Exposure," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 36(7‐8), pages 972-986, September.
    37. Alex P. Taylor, 2005. "Discussion of Risk Exposures and International Diversification: Evidence from iShares," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 32(3‐4), pages 773-776, April.
    38. Chanwit Phengpis & Peggy E. Swanson, 2009. "iShares and the US Market Risk Exposure," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 36(7-8), pages 972-986.
    39. Kim, Youngsoo & Lee, Bong Soo, 2007. "Limited participation and the closed-end fund discount," Journal of Banking & Finance, Elsevier, vol. 31(2), pages 381-399, February.
    40. 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.
    41. Maosen Zhong & Hui Yang, 2005. "Risk Exposures and International Diversification: Evidence from iShares," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 32(3‐4), pages 737-772, April.
    42. Zhang, Xiaoyan, 2006. "Specification tests of international asset pricing models," Journal of International Money and Finance, Elsevier, vol. 25(2), pages 275-307, March.
    43. Chan, Justin S.P. & Jain, Ravi & Xia, Yihong, 2008. "Market segmentation, liquidity spillover, and closed-end country fund discounts," Journal of Financial Markets, Elsevier, vol. 11(4), pages 377-399, November.
    44. Arouri, Mohamed El Hedi & Nguyen, Duc Khuong & Pukthuanthong, Kuntara, 2012. "An international CAPM for partially integrated markets: Theory and empirical evidence," Journal of Banking & Finance, Elsevier, vol. 36(9), pages 2473-2493.
    45. Tsai, Pei-Jung & Swanson, Peggy E. & Sarkar, Salil K., 2007. "Mean and volatility linkages for closed-end country funds," The Quarterly Review of Economics and Finance, Elsevier, vol. 47(4), pages 550-575, September.
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    More about this item

    Keywords

    Country mutual funds; International diversification; Short window regression; Conditional betas; Time varying risk exposure;
    All these keywords.

    JEL classification:

    • G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions
    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates
    • G15 - Financial Economics - - General Financial Markets - - - International Financial Markets

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