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Mutual fund managers' timing abilities

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  • Liao, Li
  • Zhang, Xueyong
  • Zhang, Yeqing

Abstract

This paper examines Chinese mutual fund managers' abilities to time market, market volatility, and market-wide liquidity. Using a sample of Chinese mutual funds, we employ both cross-sectional and bootstrap analyses and find strong evidence that, during 2001–2011, Chinese mutual fund managers demonstrated the ability to time market returns, volatility, and market liquidity. We also find top timers outperform bottom timers by 6–7% annually in out-of-sample tests, manifesting the practical meaning of timing ability. We then conduct robustness checks of our findings and the results are the same.

Suggested Citation

  • Liao, Li & Zhang, Xueyong & Zhang, Yeqing, 2017. "Mutual fund managers' timing abilities," Pacific-Basin Finance Journal, Elsevier, vol. 44(C), pages 80-96.
  • Handle: RePEc:eee:pacfin:v:44:y:2017:i:c:p:80-96
    DOI: 10.1016/j.pacfin.2017.06.003
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    1. 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.
    2. Acharya, Viral V. & Pedersen, Lasse Heje, 2005. "Asset pricing with liquidity risk," Journal of Financial Economics, Elsevier, vol. 77(2), pages 375-410, August.
    3. Admati, Anat R, et al, 1986. "On Timing and Selectivity," Journal of Finance, American Finance Association, vol. 41(3), pages 715-730, July.
    4. Pastor, Lubos & Stambaugh, Robert F., 2003. "Liquidity Risk and Expected Stock Returns," Journal of Political Economy, University of Chicago Press, vol. 111(3), pages 642-685, June.
    5. Cao, Charles & Chen, Yong & Liang, Bing & Lo, Andrew W., 2013. "Can hedge funds time market liquidity?," Journal of Financial Economics, Elsevier, vol. 109(2), pages 493-516.
    6. Cao, Charles & Simin, Timothy T. & Wang, Ying, 2013. "Do mutual fund managers time market liquidity?," Journal of Financial Markets, Elsevier, vol. 16(2), pages 279-307.
    7. Marcin Kacperczyk & Stijn Van Nieuwerburgh & Laura Veldkamp, 2014. "Time-Varying Fund Manager Skill," Journal of Finance, American Finance Association, vol. 69(4), pages 1455-1484, August.
    8. Amihud, Yakov, 2002. "Illiquidity and stock returns: cross-section and time-series effects," Journal of Financial Markets, Elsevier, vol. 5(1), pages 31-56, January.
    9. Yi, Li & He, Lei, 2016. "False discoveries in style timing of Chinese mutual funds," Pacific-Basin Finance Journal, Elsevier, vol. 38(C), pages 194-208.
    10. Robert Kosowski & Allan Timmermann & Russ Wermers & Hal White, 2006. "Can Mutual Fund “Stars” Really Pick Stocks? New Evidence from a Bootstrap Analysis," Journal of Finance, American Finance Association, vol. 61(6), pages 2551-2595, December.
    11. Cuthbertson, Keith & Nitzsche, Dirk & O'Sullivan, Niall, 2008. "UK mutual fund performance: Skill or luck?," Journal of Empirical Finance, Elsevier, vol. 15(4), pages 613-634, September.
    12. Giambona, Erasmo & Golec, Joseph, 2009. "Mutual fund volatility timing and management fees," Journal of Banking & Finance, Elsevier, vol. 33(4), pages 589-599, April.
    13. 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.
    14. 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.
    15. Chan, Kalok & Hameed, Allaudeen, 2006. "Stock price synchronicity and analyst coverage in emerging markets," Journal of Financial Economics, Elsevier, vol. 80(1), pages 115-147, April.
    16. Ferson, Wayne & Mo, Haitao, 2016. "Performance measurement with selectivity, market and volatility timing," Journal of Financial Economics, Elsevier, vol. 121(1), pages 93-110.
    17. Carhart, Mark M, 1997. "On Persistence in Mutual Fund Performance," Journal of Finance, American Finance Association, vol. 52(1), pages 57-82, March.
    18. Kim, Sangbae & In, Francis, 2012. "False discoveries in volatility timing of mutual funds," Journal of Banking & Finance, Elsevier, vol. 36(7), pages 2083-2094.
    19. 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.
    20. 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.
    21. 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.
    22. Li Liao & Bibo Liu & Hao Wang, 2011. "Information Discovery in Share Lockups: Evidence from the Split‐Share Structure Reform in China," Financial Management, Financial Management Association International, vol. 40(4), pages 1001-1027, December.
    23. Nicolas P. B. Bollen & Jeffrey A. Busse, 2001. "On the Timing Ability of Mutual Fund Managers," Journal of Finance, American Finance Association, vol. 56(3), pages 1075-1094, June.
    24. Shu Lin & Shu Tian & Eliza Wu, 2013. "Emerging Stars and Developed Neighbors: The Effects of Development Imbalance and Political Shocks on Mutual Fund Investments in China," Financial Management, Financial Management Association International, vol. 42(2), pages 339-371, June.
    25. Busse, Jeffrey A, 1999. "Volatility Timing in Mutual Funds: Evidence from Daily Returns," The Review of Financial Studies, Society for Financial Studies, vol. 12(5), pages 1009-1041.
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    Cited by:

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    3. Sha, Yezhou & Gao, Ran, 2019. "Which is the best: A comparison of asset pricing factor models in Chinese mutual fund industry," Economic Modelling, Elsevier, vol. 83(C), pages 8-16.
    4. Niu, Geng & Zhou, Yang & Gan, Hongwu, 2020. "Financial literacy and retirement preparation in China," Pacific-Basin Finance Journal, Elsevier, vol. 59(C).
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    6. Leonardo Badea & Daniel Ştefan Armeanu & Iulian Panait & Ştefan Cristian Gherghina, 2019. "A Markov Regime Switching Approach towards Assessing Resilience of Romanian Collective Investment Undertakings," Sustainability, MDPI, vol. 11(5), pages 1-24, March.
    7. Jiang, Jinglin & Liao, Li & Wang, Zhengwei & Xiang, Hongyu, 2020. "Financial literacy and retail investors' financial welfare: Evidence from mutual fund investment outcomes in China," Pacific-Basin Finance Journal, Elsevier, vol. 59(C).
    8. Zhang, Tianjiao & Shen, Zhe & Sun, Qian, 2022. "Product market advertising and stock price crash risk," Pacific-Basin Finance Journal, Elsevier, vol. 71(C).
    9. Wattanatorn, Woraphon & Padungsaksawasdi, Chaiyuth, 2021. "Cokurtosis and the Ability of Mutual Fund Managers," Finance Research Letters, Elsevier, vol. 40(C).
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    12. Jun-Hao Li & Chun-Fan You & Chin-Sheng Huang, 2020. "Do Mutual Fund Managers Time Market Sentiment?," International Journal of Financial Research, International Journal of Financial Research, Sciedu Press, vol. 11(5), pages 527-537, October.

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    More about this item

    Keywords

    Market timing; Liquidity timing; Volatility timing;
    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
    • G19 - Financial Economics - - General Financial Markets - - - Other
    • G29 - Financial Economics - - Financial Institutions and Services - - - Other

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