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Evaluating style analysis

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Author Info
Roon.F.A. de,
Nijman, T.E.
Horst, J.R. ter (Tilburg University, Center for Economic Research)

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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 speciffic 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.

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Publisher Info
Paper provided by Tilburg University, Center for Economic Research in its series Discussion Paper with number 64.

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Date of creation: 2000
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Handle: RePEc:dgr:kubcen:200064

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Related research
Keywords: style analysis;

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Find related papers by JEL classification:
G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions
G23 - Financial Economics - - Financial Institutions and Services - - - Pension Funds; Other Private Financial Institutions
G20 - Financial Economics - - Financial Institutions and Services - - - General

References listed on IDEAS
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:

  1. 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. [Downloadable!] (restricted)
  2. Elton, Edwin J & Gruber, Martin J & Blake, Christopher R, 1996. "The Persistence of Risk-Adjusted Mutual Fund Performance," Journal of Business, University of Chicago Press, vol. 69(2), pages 133-57, April. [Downloadable!] (restricted)
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Cited by:
(explanations, Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.)

  1. Arjen Siegmann & André Lucas, 2002. "Explaining Hedge Fund Investment Styles by Loss Aversion," Tinbergen Institute Discussion Papers 02-046/2, Tinbergen Institute. [Downloadable!]
  2. Lau, Wee Yeap & Chan, Tze-Haw, 2004. "Does Misclassification of Equity Funds Exist? Evidence from Malaysia," MPRA Paper 2029, University Library of Munich, Germany, revised 2005. [Downloadable!]
  3. Geetesh Bhardwaj & Gary B. Gorton & K. Geert Rouwenhorst, 2008. "Fooling Some of the People All of the Time: The Inefficient Performance and Persistence of Commodity Trading Advisors," NBER Working Papers 14424, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
  4. Renneboog, L.D.R. & Horst, J.R. ter & Zhang, C., 2007. "Socially Responsible Investments: Methodology, Risk and Performance," Discussion Paper 2007-31, Tilburg University, Center for Economic Research. [Downloadable!]
  5. Laurens Swinkels & Pieter Van Der Sluis, 2006. "Return-based style analysis with time-varying exposures," European Journal of Finance, Taylor and Francis Journals, vol. 12(6-7), pages 529-552, October. [Downloadable!] (restricted)
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  6. Renneboog, L.D.R. & Horst, J.R. ter & Zhang, C., 2007. "Socially Responsible Investments: Methodology, Risk Exposure and Performance," Discussion Paper 2007-013, Tilburg University, Tilburg Law and Economic Center. [Downloadable!]
  7. Ferruz Agudo, Luis & Vicente Gimeno, Luis A., 2005. "Are Style Factors exclusive, exhaustive and independent in Spanish Domestic Equity Funds?/¿Son los factores de estilo exclusivos, exhaustivos e independientes en los fondos de inversión españoles d," Estudios de Economía Aplicada, Estudios de Economía Aplicada, vol. 23, pages 495-506, Agosto. [Downloadable!] (restricted)
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