IDEAS home Printed from https://ideas.repec.org/p/arx/papers/2004.05322.html
   My bibliography  Save this paper

Holding-Based Evaluation upon Actively Managed Stock Mutual Funds in China

Author

Listed:
  • Huimin Peng

Abstract

We analyze actively managed mutual funds in China from 2005 to 2017. We develop performance measures for asset allocation and selection. We find that stock selection ability from holding-based model is positively correlated with selection ability estimated from Fama-French three-factor model, which is price-based regression model. We also find that industry allocation from holding-based model is positively correlated with timing ability estimated from price-based Treynor-Mazuy model most of the time. We conclude that most actively managed funds have positive stock selection ability but not asset allocation ability, which is due to the difficulty in predicting policy changes.

Suggested Citation

  • Huimin Peng, 2020. "Holding-Based Evaluation upon Actively Managed Stock Mutual Funds in China," Papers 2004.05322, arXiv.org, revised Jul 2020.
    • Handle: RePEc:arx:papers:2004.05322
    as

    Download full text from publisher

    File URL: http://arxiv.org/pdf/2004.05322
    File Function: Latest version
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Fama, Eugene F & French, Kenneth R, 1992. "The Cross-Section of Expected Stock Returns," Journal of Finance, American Finance Association, vol. 47(2), pages 427-465, June.
    2. R. Gaston Gelos & Shang‐Jin Wei, 2005. "Transparency and International Portfolio Holdings," Journal of Finance, American Finance Association, vol. 60(6), pages 2987-3020, December.
    3. Marcin Kacperczyk & Clemens Sialm & Lu Zheng, 2008. "Unobserved Actions of Mutual Funds," The Review of Financial Studies, Society for Financial Studies, vol. 21(6), pages 2379-2416, November.
    4. John M. Griffin & Jin Xu, 2009. "How Smart Are the Smart Guys? A Unique View from Hedge Fund Stock Holdings," The Review of Financial Studies, Society for Financial Studies, vol. 22(7), pages 2331-2370, July.
    5. Ying-Fen Fu & Hai-Ching Liu, 2017. "The Performance Persistence of Winner Fund Managers - Evidence from the Timing and Stock Picking Ability," Asian Economic and Financial Review, Asian Economic and Social Society, vol. 7(6), pages 611-622.
    6. repec:oup:rfinst:v:25:y::i:12:p:3490-3529 is not listed on IDEAS
    7. K. J. Martijn Cremers & Antti Petajisto, 2009. "How Active Is Your Fund Manager? A New Measure That Predicts Performance," The Review of Financial Studies, Society for Financial Studies, vol. 22(9), pages 3329-3365, September.
    8. Carhart, Mark M, 1997. "On Persistence in Mutual Fund Performance," Journal of Finance, American Finance Association, vol. 52(1), pages 57-82, March.
    9. Ying-Fen Fu & Hai-Ching Liu, 2017. "The Performance Persistence of Winner Fund Managers - Evidence from the Timing and Stock Picking Ability," Asian Economic and Financial Review, Asian Economic and Social Society, vol. 7(6), pages 611-622, June.
    10. Nicolas P. B. Bollen, 2005. "Short-Term Persistence in Mutual Fund Performance," The Review of Financial Studies, Society for Financial Studies, vol. 18(2), pages 569-597.
    11. Martijn Cremers & Antti Petajisto, 2006. "How Active is Your Fund Manager? A New Measure That Predicts Performance," Yale School of Management Working Papers amz2370, Yale School of Management, revised 01 May 2009.
    12. Marcin Kacperczyk & Clemens Sialm & Lu Zheng, 2005. "On the Industry Concentration of Actively Managed Equity Mutual Funds," Journal of Finance, American Finance Association, vol. 60(4), pages 1983-2011, August.
    13. Liang-chuan Wu & I-chan Tsai, 2014. "Three fuzzy goal programming models for index portfolios," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 65(8), pages 1155-1169, August.
    14. Russ Wermers & Tong Yao & Jane Zhao, 2012. "Forecasting Stock Returns Through an Efficient Aggregation of Mutual Fund Holdings," The Review of Financial Studies, Society for Financial Studies, vol. 25(12), pages 3490-3529.
    15. Martin Cherkes & Jacob Sagi & Richard Stanton, 2009. "A Liquidity-Based Theory of Closed-End Funds," The Review of Financial Studies, Society for Financial Studies, vol. 22(1), pages 257-297, January.
    16. Louis K. C. Chan & Stephen G. Dimmock & Josef Lakonishok, 2009. "Benchmarking Money Manager Performance: Issues and Evidence," The Review of Financial Studies, Society for Financial Studies, vol. 22(11), pages 4553-4599, November.
    Full references (including those not matched with items on IDEAS)

    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. Pi‐Hsia Hung & Donald Lien & Yun‐Ju Chien, 2020. "Portfolio concentration and fund manager performance," Review of Financial Economics, John Wiley & Sons, vol. 38(3), pages 423-451, July.
    2. Eliezer Fich & Viktoriya Lantushenko & Clemens Sialm, 2019. "Institutional Trading Around M&A Announcements," NBER Working Papers 25814, National Bureau of Economic Research, Inc.
    3. Suresh Nallareddy & Maria Ogneva, 2017. "Accrual quality, skill, and the cross-section of mutual fund returns," Review of Accounting Studies, Springer, vol. 22(2), pages 503-542, June.
    4. Jing Xie, 2024. "Stock-Picking by Mutual Funds: Evidence from Trading in Family-Controlled Firms," Working Papers 202411, University of Macau, Faculty of Business Administration.
    5. Berk, Jonathan B. & van Binsbergen, Jules H., 2015. "Measuring skill in the mutual fund industry," Journal of Financial Economics, Elsevier, vol. 118(1), pages 1-20.
    6. Lan, Chunhua & Moneta, Fabio & Wermers, Russ, 2018. "Holding Horizon: A New Measure of Active Investment Management," CFR Working Papers 15-06, University of Cologne, Centre for Financial Research (CFR), revised 2018.
    7. Matallín-Sáez, Juan Carlos & Soler-Domínguez, Amparo & Tortosa-Ausina, Emili, 2016. "On the robustness of persistence in mutual fund performance," The North American Journal of Economics and Finance, Elsevier, vol. 36(C), pages 192-231.
    8. Agarwal, Vikas & Mullally, Kevin & Tang, Yuehua & Yang, Baozhong, 2013. "Mandatory portfolio disclosure, stock liquidity, and mutual fund performance," CFR Working Papers 13-04, University of Cologne, Centre for Financial Research (CFR).
    9. Massa, Massimo & Zhang, Jian & ,, 2015. "Investing in Low-Trust Countries: Trust in the Global Mutual Fund Industry," CEPR Discussion Papers 10472, C.E.P.R. Discussion Papers.
    10. Victor DeMiguel & Javier Gil-Bazo & Francisco J. Nogales & André A. P. Santos, 2021. "Can Machine Learning Help to Select Portfolios of Mutual Funds?," Working Papers 1245, Barcelona School of Economics.
    11. Dahm, Laura K. & Sorhage, Christoph, 2015. "Milk or wine: Mutual funds' (dis)economies of life," CFR Working Papers 15-05, University of Cologne, Centre for Financial Research (CFR).
    12. Russ Wermers & Tong Yao & Jane Zhao, 2012. "Forecasting Stock Returns Through an Efficient Aggregation of Mutual Fund Holdings," The Review of Financial Studies, Society for Financial Studies, vol. 25(12), pages 3490-3529.
    13. Daniel Buncic & Jon E. Eggins & Robert J. Hill, 2010. "Mutual Fund Style, Characteristic-Matched Performance Benchmarks and Activity Measures: A New Approach," Discussion Papers 2010-12, School of Economics, The University of New South Wales.
    14. Cai, Yu & Lau, Sie Ting, 2015. "Informed trading around earnings and mutual fund alphas," Journal of Banking & Finance, Elsevier, vol. 60(C), pages 168-180.
    15. Vikas Agarwal & Kevin A. Mullally & Yuehua Tang & Baozhong Yang, 2015. "Mandatory Portfolio Disclosure, Stock Liquidity, and Mutual Fund Performance," Journal of Finance, American Finance Association, vol. 70(6), pages 2733-2776, December.
    16. Y. Chung & Thomas Kim, 2015. "The win–loss ratio as an ability signal of mutual fund managers: a measure that is less influenced by luck," Financial Markets and Portfolio Management, Springer;Swiss Society for Financial Market Research, vol. 29(4), pages 301-335, November.
    17. Ferson, Wayne E., 2013. "Investment Performance: A Review and Synthesis," Handbook of the Economics of Finance, in: G.M. Constantinides & M. Harris & R. M. Stulz (ed.), Handbook of the Economics of Finance, volume 2, chapter 0, pages 969-1010, Elsevier.
    18. Boguth, Oliver & Simutin, Mikhail, 2018. "Leverage constraints and asset prices: Insights from mutual fund risk taking," Journal of Financial Economics, Elsevier, vol. 127(2), pages 325-341.
    19. Lu, Yan & Mortal, Sandra & Ray, Sugata, 2022. "Hedge fund hold ’em," Journal of Financial Markets, Elsevier, vol. 57(C).
    20. Jiang, George J. & Zaynutdinova, Gulnara R. & Zhang, Huacheng, 2021. "Stock-selection timing," Journal of Banking & Finance, Elsevier, vol. 125(C).

    More about this item

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:arx:papers:2004.05322. 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: arXiv administrators (email available below). General contact details of provider: http://arxiv.org/ .

    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.