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The performance of Chinese equity funds: An extension of DGTW model

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  • Wang, Yaping
  • Paek, Miyoun
  • Ko, Kwangsoo

Abstract

This study is an extension of Daniel et al. (1997, DGTW) for fund performance. Our extended DGTW model re-decomposes characteristic selectivity (CS) and characteristic timing (CT) into rebalancing and holding parts, and average style (AS) into excess AS over market and market return. Our model is applied to evaluate the performance of Chinese equity funds, and the empirical findings are as follows. First, the superior selectivity of Chinese fund managers depends on holding CS, however, their inferior timing ability is due to both rebalancing and holding CTs. Second, excess AS over market indicates poor style selectivity among fund managers. Third, DGTW (1997) reveals good timing ability in 2008 and 2011 when the stock market was bearish. The extended DGTW model shows that superior CTs (inferior CSs) in 2008 and 2011 result from both superior (inferior) rebalancing and holding abilities of fund managers. Finally, style selectivity is not found generally, but in bearish markets, implying that excess AS over market seems to be positively related to CT.

Suggested Citation

  • Wang, Yaping & Paek, Miyoun & Ko, Kwangsoo, 2019. "The performance of Chinese equity funds: An extension of DGTW model," Japan and the World Economy, Elsevier, vol. 51(C), pages 1-1.
    • Handle: RePEc:eee:japwor:v:51:y:2019:i:c:2
    DOI: 10.1016/j.japwor.2019.100964
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    References listed on IDEAS

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    1. Grinblatt, Mark & Titman, Sheridan, 1993. "Performance Measurement without Benchmarks: An Examination of Mutual Fund Returns," The Journal of Business, University of Chicago Press, vol. 66(1), pages 47-68, January.
    2. Zhi Da & Pengjie Gao & Ravi Jagannathan, 2011. "Impatient Trading, Liquidity Provision, and Stock Selection by Mutual Funds," The Review of Financial Studies, Society for Financial Studies, vol. 24(3), pages 675-720.
    3. Michael C. Jensen, 1968. "The Performance Of Mutual Funds In The Period 1945–1964," Journal of Finance, American Finance Association, vol. 23(2), pages 389-416, May.
    4. Wermers, Russ, 2006. "Performance evaluation with portfolio holdings information," The North American Journal of Economics and Finance, Elsevier, vol. 17(2), pages 207-230, August.
    5. Henriksson, Roy D & Merton, Robert C, 1981. "On Market Timing and Investment Performance. II. Statistical Procedures for Evaluating Forecasting Skills," The Journal of Business, University of Chicago Press, vol. 54(4), pages 513-533, October.
    6. Cullen, Grant & Gasbarro, Dominic & Monroe, Gary S., 2010. "Mutual fund trades and the value of contradictory private information," Journal of Banking & Finance, Elsevier, vol. 34(2), pages 378-387, February.
    7. Angelidis, Timotheos & Giamouridis, Daniel & Tessaromatis, Nikolaos, 2013. "Revisiting mutual fund performance evaluation," Journal of Banking & Finance, Elsevier, vol. 37(5), pages 1759-1776.
    8. Paek, Miyoun & Ko, Kwangsoo, 2014. "Aggregate net flows, inflows, and outflows of equity funds: The U.S. versus Japan," Japan and the World Economy, Elsevier, vol. 32(C), pages 85-95.
    9. Wang, Yaping & Paek, Miyoun & Ko, Kwangsoo, 2016. "Incubation and copying equity funds in China," Emerging Markets Review, Elsevier, vol. 28(C), pages 28-43.
    10. Su, Chi-Wei & Li, Zheng-Zheng & Tao, Ran & Si, Deng-Kui, 2018. "Testing for multiple bubbles in bitcoin markets: A generalized sup ADF test," Japan and the World Economy, Elsevier, vol. 46(C), pages 56-63.
    11. Carhart, Mark M, 1997. "On Persistence in Mutual Fund Performance," Journal of Finance, American Finance Association, vol. 52(1), pages 57-82, March.
    12. Daniel, Kent, et al, 1997. "Measuring Mutual Fund Performance with Characteristic-Based Benchmarks," Journal of Finance, American Finance Association, vol. 52(3), pages 1035-1058, July.
    13. Grinblatt, Mark & Titman, Sheridan D, 1989. "Mutual Fund Performance: An Analysis of Quarterly Portfolio Holdings," The Journal of Business, University of Chicago Press, vol. 62(3), pages 393-416, July.
    14. Park, Ki Young & Kim, Soohyon, 2019. "Detecting currency manipulation: An application of a state-space model with Markov switching," Japan and the World Economy, Elsevier, vol. 49(C), pages 50-60.
    15. Roll, Richard, 1978. "Ambiguity when Performance is Measured by the Securities Market Line," Journal of Finance, American Finance Association, vol. 33(4), pages 1051-1069, September.
    16. 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.
    17. Elton, Edwin J. & Gruber, Martin J. & Blake, Christopher R., 2011. "Holdings Data, Security Returns, and the Selection of Superior Mutual Funds," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 46(2), pages 341-367, April.
    18. Gupta-Mukherjee, Swasti, 2013. "When active fund managers deviate from their peers: Implications for fund performance," Journal of Banking & Finance, Elsevier, vol. 37(4), pages 1286-1305.
    19. Tang, Ke & Wang, Wenjun & Xu, Rong, 2012. "Size and performance of Chinese mutual funds: The role of economy of scale and liquidity," Pacific-Basin Finance Journal, Elsevier, vol. 20(2), pages 228-246.
    20. Fama, Eugene F. & French, Kenneth R., 1993. "Common risk factors in the returns on stocks and bonds," Journal of Financial Economics, Elsevier, vol. 33(1), pages 3-56, February.
    21. Wang, Yaping & Ko, Kwangsoo, 2017. "Implications of fund manager turnover in China," International Review of Economics & Finance, Elsevier, vol. 51(C), pages 99-106.
    22. Jun, Xiao & Li, Mingsheng & Shi, Jing, 2014. "Volatile market condition and investor clientele effects on mutual fund flow performance relationship," Pacific-Basin Finance Journal, Elsevier, vol. 29(C), pages 310-334.
    23. Jon A. Fulkerson, 2013. "Is Timing Everything? The Value of Mutual Fund Manager Trades," Financial Management, Financial Management Association International, vol. 42(2), pages 243-261, June.
    24. Jiang, George J. & Yao, Tong & Yu, Tong, 2007. "Do mutual funds time the market? Evidence from portfolio holdings," Journal of Financial Economics, Elsevier, vol. 86(3), pages 724-758, December.
    25. Lee, Bong Soo & Paek, Miyoun & Ha, Yeonjeong & Ko, Kwangsoo, 2015. "The dynamics of market volatility, market return, and equity fund flow: International evidence," International Review of Economics & Finance, Elsevier, vol. 35(C), pages 214-227.
    26. Eugene F. Fama & Kenneth R. French, 2010. "Luck versus Skill in the Cross‐Section of Mutual Fund Returns," Journal of Finance, American Finance Association, vol. 65(5), pages 1915-1947, October.
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    More about this item

    Keywords

    Performance; Chinese equity funds; Rebalancing ability; Holding ability; Extended DGTW model;
    All these keywords.

    JEL classification:

    • G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions
    • G23 - Financial Economics - - Financial Institutions and Services - - - Non-bank Financial Institutions; Financial Instruments; Institutional Investors

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