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Evaluating Style Analysis

Author

Listed:
  • de Roon, F.A.

    (Tilburg University, Center For Economic Research)

  • Nijman, T.E.

    (Tilburg University, Center For Economic Research)

  • Ter Horst, J.R.

    (Tilburg University, Center For Economic Research)

Abstract

In this Paper we evaluate (return based) style analysis. The portfolio and positivity constraints imposed by style analysis are useful in constructing mimicking factor portfolios without short positions. We use a simple simulation experiment to show that imposing these constraints in estimating the factor portfolios leads to significant efficiency gains, if the factor loadings are indeed positively weighted portfolios. If this is not the case though, imposing the constraints can substantially bias the exposure estimates. We also show that the actual portfolio holdings will in general not reveal the actual investment style of a fund because of cross exposures between the asset classes, and because fund managers may hold securities that on average do not have a beta of one relative to their own asset class. Style analysis may be used to determine a benchmark portfolio for performance measurement. If the actual exposures are a positively weighted portfolio and if the risk free rate is one of the benchmarks, then the intercept coincides with the Jensen measure. In general, the intercept in the style regression can only be interpreted as a special case of the familiar Jensen measure.
(This abstract was borrowed from another version of this item.)
(This abstract was borrowed from another version of this item.)

Suggested Citation

  • de Roon, F.A. & Nijman, T.E. & Ter Horst, J.R., 2000. "Evaluating Style Analysis," Discussion Paper 2000-64, Tilburg University, Center for Economic Research.
    • Handle: RePEc:tiu:tiucen:4e6a0462-bbd6-43b9-b9ec-b4b5d9f11915
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    References listed on IDEAS

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    1. repec:bla:jfinan:v:55:y:2000:i:4:p:1655-1703 is not listed on IDEAS
    2. Huberman, Gur & Kandel, Shmuel & Stambaugh, Robert F, 1987. "Mimicking Portfolios and Exact Arbitrage Pricing," Journal of Finance, American Finance Association, vol. 42(1), pages 1-9, March.
    3. Brown, Stephen J. & Goetzmann, William N., 1997. "Mutual fund styles," Journal of Financial Economics, Elsevier, vol. 43(3), pages 373-399, March.
    4. DeRoon, Frans A. & Nijman, Theo E., 2001. "Testing for mean-variance spanning: a survey," Journal of Empirical Finance, Elsevier, vol. 8(2), pages 111-155, May.
    5. Tae-Hwan Kim, 2005. "Asymptotic and Bayesian Confidence Intervals for Sharpe-Style Weights," Journal of Financial Econometrics, Oxford University Press, vol. 3(3), pages 315-343.
    6. Jobson, J D & Korkie, Bob, 1984. "On the Jensen Measure and Marginal Improvements in Portfolio Performance: A Note," Journal of Finance, American Finance Association, vol. 39(1), pages 245-251, March.
    7. 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.
    8. Nijman, T.E. & de Roon, F.A., 2001. "Testing for mean-variance spanning : A survey," Other publications TiSEM 0159f80a-c61b-4519-b004-a, Tilburg University, School of Economics and Management.
    9. Donald W. K. Andrews, 1999. "Estimation When a Parameter Is on a Boundary," Econometrica, Econometric Society, vol. 67(6), pages 1341-1384, November.
    10. 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.
    11. Treynor, Jack L & Black, Fischer, 1973. "How to Use Security Analysis to Improve Portfolio Selection," The Journal of Business, University of Chicago Press, vol. 46(1), pages 66-86, January.
    12. 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.
    13. 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.
    14. 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.
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    More about this item

    Keywords

    mutual funds; style analysis;

    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

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