IDEAS home Printed from https://ideas.repec.org/p/ems/eureri/25.html
   My bibliography  Save this paper

Evaluating Style Analysis

Author

Listed:
  • de Roon, F.A.
  • Nijman, T.E.
  • Werker, B.J.M.

Abstract

In this paper we evaluate applications of (return based) style analysis. The portfolio and positivity constraints imposed by style analysis are useful in constructing mimicking portfolios without short positions. Such mimicking portfolios can be used e.g. to construct efficient portfolios of mutual funds with desired factor loadings if the factor loadings in the underlying factor model are positively weighted portfolios. Under these conditions style analysis may also be used to determine a benchmark portfolio for performance measurement. Attribution of the returns on portfolios of which the actual composition is unobserved to specific asset classes on the basis of return based style analysis is attractive if moreover there are no additional cross exposures between the asset classes and if fund managers hold securities that on average have a beta of one relative to their own asset class. If such restrictions are not met, and in particular if the factor loadings do not generate a positively weighted portfolio, the restrictions inherent in return based style analysis distort the outcomes of standard regression approaches rather than that the analysis is improved. The size of the distortions is illustrated by considering empirical results on style analysis of US mutual funds.

Suggested Citation

  • de Roon, F.A. & Nijman, T.E. & Werker, B.J.M., 2000. "Evaluating Style Analysis," ERIM Report Series Research in Management ERS-2000-11-F&A, Erasmus Research Institute of Management (ERIM), ERIM is the joint research institute of the Rotterdam School of Management, Erasmus University and the Erasmus School of Economics (ESE) at Erasmus University Rotterdam.
    • Handle: RePEc:ems:eureri:25
    as

    Download full text from publisher

    File URL: https://repub.eur.nl/pub/25/erimrs20000525115250.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. repec:bla:jfinan:v:53:y:1998:i:6:p:1975-1999 is not listed on IDEAS
    2. repec:bla:jfinan:v:55:y:2000:i:4:p:1655-1703 is not listed on IDEAS
    3. Russ Wermers, 2000. "Mutual Fund Performance: An Empirical Decomposition into Stock‐Picking Talent, Style, Transactions Costs, and Expenses," Journal of Finance, American Finance Association, vol. 55(4), pages 1655-1695, August.
    4. Brown, Stephen J. & Goetzmann, William N., 1997. "Mutual fund styles," Journal of Financial Economics, Elsevier, vol. 43(3), pages 373-399, March.
    5. Ter Horst, J.R. & Nijman, T.E. & de Roon, F.A., 1998. "Performance analysis of international mutual funds incorporating market frictions," Other publications TiSEM df378e85-9563-4738-b36a-4, Tilburg University, School of Economics and Management.
    6. Cumby, Robert E & Glen, Jack D, 1990. "Evaluating the Performance of International Mutual Funds," Journal of Finance, American Finance Association, vol. 45(2), pages 497-521, June.
    7. Fung, William & Hsieh, David A, 1997. "Empirical Characteristics of Dynamic Trading Strategies: The Case of Hedge Funds," The Review of Financial Studies, Society for Financial Studies, vol. 10(2), pages 275-302.
    8. Elton, Edwin J & Gruber, Martin J & Blake, Christopher R, 1996. "The Persistence of Risk-Adjusted Mutual Fund Performance," The Journal of Business, University of Chicago Press, vol. 69(2), pages 133-157, April.
    9. Ter Horst, J.R. & Nijman, T.E. & de Roon, F.A., 1998. "Performance analysis of international mutual funds incorporating market frictions," Discussion Paper 1998-51, Tilburg University, Center for Economic Research.
    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. Post, G.T., 2001. "LP Tests for MV Efficiency," ERIM Report Series Research in Management ERS-2001-66-F&A, Erasmus Research Institute of Management (ERIM), ERIM is the joint research institute of the Rotterdam School of Management, Erasmus University and the Erasmus School of Economics (ESE) at Erasmus University Rotterdam.
    2. Arjen Siegmann & André Lucas, 2002. "Explaining Hedge Fund Investment Styles by Loss Aversion," Tinbergen Institute Discussion Papers 02-046/2, Tinbergen Institute.
    3. Post, G.T., 2001. "Testing for Stochastic Dominance with Diversification Possibilities," ERIM Report Series Research in Management ERS-2001-38-F&A, Erasmus Research Institute of Management (ERIM), ERIM is the joint research institute of the Rotterdam School of Management, Erasmus University and the Erasmus School of Economics (ESE) at Erasmus University Rotterdam.
    4. Post, G.T., 2001. "Spanning and Intersection: a stochastic dominance approach," ERIM Report Series Research in Management ERS-2001-63-F&A, Erasmus Research Institute of Management (ERIM), ERIM is the joint research institute of the Rotterdam School of Management, Erasmus University and the Erasmus School of Economics (ESE) at Erasmus University Rotterdam.

    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. Ter Horst, J.R. & Nijman, T.E. & de Roon, F.A., 2004. "Evaluating style analysis," Other publications TiSEM 8a501733-7a06-4399-8a43-0, Tilburg University, School of Economics and Management.
    2. ter Horst, Jenke R. & Nijman, Theo E. & de Roon, Frans A., 2004. "Evaluating style analysis," Journal of Empirical Finance, Elsevier, vol. 11(1), pages 29-53, January.
    3. Cai, Biqing & Cheng, Tingting & Yan, Cheng, 2018. "Time-varying skills (versus luck) in U.S. active mutual funds and hedge funds," Journal of Empirical Finance, Elsevier, vol. 49(C), pages 81-106.
    4. Eliezer Fich & Viktoriya Lantushenko & Clemens Sialm, 2019. "Institutional Trading Around M&A Announcements," NBER Working Papers 25814, National Bureau of Economic Research, Inc.
    5. Luis Vicente & Luis Ferruz, 2005. "Performance persistence in Spanish equity funds," Applied Financial Economics, Taylor & Francis Journals, vol. 15(18), pages 1305-1313.
    6. Oleg Chuprinin & Sérgio Gaspar & Massimo Massa, 2019. "Adjusting to the Information Environment: News Tangibility and Mutual Fund Performance," Management Science, INFORMS, vol. 65(3), pages 1430-1453, March.
    7. Renneboog, L.D.R. & Ter Horst, J.R. & Zhang, C., 2007. "Socially Responsible Investments : Methodology, Risk Exposure and Performance," Discussion Paper 2007-013, Tilburg University, Tilburg Law and Economic Center.
    8. Isabel Abinzano & Luis Muga & Rafael Santamaria, 2010. "Do Managerial Skills Vary Across Fund Managers? Results Using European Mutual Funds," Journal of Financial Services Research, Springer;Western Finance Association, vol. 38(1), pages 41-67, August.
    9. Larrymore, Norris L. & Rodriguez, Javier, 2007. "Active fund management: Global asset allocation funds," Journal of Multinational Financial Management, Elsevier, vol. 17(3), pages 244-256, July.
    10. Agarwal, Vikas & Boyson, Nicole M. & Naik, Narayan Y., 2007. "Hedge funds for retail investors? An examination of hedged mutual funds," CFR Working Papers 07-04, University of Cologne, Centre for Financial Research (CFR).
    11. Renneboog, L.D.R. & Ter Horst, J.R. & Zhang, C., 2007. "Socially Responsible Investments : Methodology, Risk and Performance," Other publications TiSEM 684d2aba-7b82-4306-b6a0-d, Tilburg University, School of Economics and Management.
    12. Renneboog, L.D.R. & Ter Horst, J.R. & Zhang, C., 2007. "Socially Responsible Investments : Methodology, Risk Exposure and Performance," Discussion Paper 2007-013, Tilburg University, Tilburg Law and Economic Center.
    13. Nucera, Federico & Valente, Giorgio, 2013. "Carry trades and the performance of currency hedge funds," Journal of International Money and Finance, Elsevier, vol. 33(C), pages 407-425.
    14. Jonathan Fletcher & Andrew Marshall, 2005. "The Performance of UK International Unit Trusts," European Financial Management, European Financial Management Association, vol. 11(3), pages 365-386, June.
    15. Harry Mamaysky & Matthew Spiegel & Hong Zhang, 2008. "Estimating the Dynamics of Mutual Fund Alphas and Betas," The Review of Financial Studies, Society for Financial Studies, vol. 21(1), pages 233-264, January.
    16. Anjum, Sohail & Qayyum, Unbreen & Qureshi, Madeeha Gohar, 2019. "Aggregate performance evaluation of US Equity Mutual Funds - Explaining the performance of Growth Funds vs. Value Funds," MPRA Paper 100043, University Library of Munich, Germany.
    17. 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.
    18. Matthew Spiegel & Harry Mamaysky, 2001. "A Theory of Mutual Funds: Optimal Fund Objectives and Industry Organization," Yale School of Management Working Papers amz2507, Yale School of Management.
    19. Dong‐Hyun Ahn & H. Henry Cao & Stéphane Chrétien, 2009. "Portfolio Performance Measurement: a No Arbitrage Bounds Approach," European Financial Management, European Financial Management Association, vol. 15(2), pages 298-339, March.
    20. Takaya Fukui & Seisho Sato & Akihiko Takahashi, 2017. "This paper proposes a new approach to style analysis of mutual funds in a general state space framework with particle filtering and generalized simulated annealing (GSA). Speci cally, we regard the ex," CARF F-Series CARF-F-383, Center for Advanced Research in Finance, Faculty of Economics, The University of Tokyo.

    More about this item

    Keywords

    Style analysis; mutual funds; performance measurement; portfolio choice;
    All these keywords.

    JEL classification:

    • G3 - Financial Economics - - Corporate Finance and Governance
    • G31 - Financial Economics - - Corporate Finance and Governance - - - Capital Budgeting; Fixed Investment and Inventory Studies
    • M - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics

    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:ems:eureri:25. 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: RePub (email available below). General contact details of provider: https://edirc.repec.org/data/erimanl.html .

    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.