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Parametric Portfolio Selection: Evaluating and Comparing to Markowitz Portfolios

Author

Listed:
  • Marcelo C. Medeiros

    (PUC-Rio)

  • Artur M. Passos
  • Gabriel F. R. Vasconcelos

Abstract

In this paper we exploit the parametric portfolio optimization in the Brazilian market. Our data consists of monthly returns of 306 Brazilian stocks in the period between 2001 and 2013. We tested the model both in and out of sample and compared the results with the value and equal weighted portfolios and with a Markowitz based portfolio. We performed statistical inference in the parametric optimization using bootstrap techniques in order to build the parameters empirical distributions. Our results showed that the parametric optimization is a very efficient technique out of sample. It consistently showed superior results when compared with the VW, EW and Markowitz portfolios even when transaction costs were included. Finally, we consider the parametric approach to be very flexible to the inclusion of constraints in weights, transaction costs and listing and delisting of stocks.

Suggested Citation

  • Marcelo C. Medeiros & Artur M. Passos & Gabriel F. R. Vasconcelos, 2014. "Parametric Portfolio Selection: Evaluating and Comparing to Markowitz Portfolios," Brazilian Review of Finance, Brazilian Society of Finance, vol. 12(2), pages 257-284.
    • Handle: RePEc:brf:journl:v:12:y:2014:i:2:p:257-284
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    References listed on IDEAS

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    3. Michael W. Brandt & Pedro Santa-Clara & Rossen Valkanov, 2009. "Parametric Portfolio Policies: Exploiting Characteristics in the Cross-Section of Equity Returns," The Review of Financial Studies, Society for Financial Studies, vol. 22(9), pages 3411-3447, September.
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    Full references (including those not matched with items on IDEAS)

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    More about this item

    Keywords

    parametric portfolio; portfolio optimization; portfolio policies.;
    All these keywords.

    JEL classification:

    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates
    • G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions

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