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Econometrical analysis of the sample efficient frontier

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Author Info
Taras Bodnar
Wolfgang Schmid
Abstract

The efficient frontier is a parabola in the mean-variance space which is uniquely determined by three characteristics. Assuming that the portfolio asset returns are independent and multivariate normally distributed, we derive tests and confidence sets for all possible arrangements of these characteristics. Note that all of our results are based on the exact distributions for a finite sample size. Moreover, we determine a confidence region of the whole efficient frontier in the mean-variance space. It is shown that this set is bordered by five parabolas.

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File URL: http://www.informaworld.com/openurl?genre=article&doi=10.1080/13518470802423478&magic=repec&7C&7C8674ECAB8BB840C6AD35DC6213A474B5
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Publisher Info
Article provided by Taylor and Francis Journals in its journal The European Journal of Finance.

Volume (Year): 15 (2009)
Issue (Month): 3 ()
Pages: 317-335
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Handle: RePEc:taf:eurjfi:v:15:y:2009:i:3:p:317-335

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Related research
Keywords: asset allocation; efficient frontier; portfolio analysis; mean-variance portfolio; parameter uncertainty; interval estimation;

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  1. Olha Bodnar & Taras Bodnar, 2009. "Statistical inference procedure for the mean–variance efficient frontier with estimated parameters," AStA Advances in Statistical Analysis, Springer, vol. 93(3), pages 295-306, September. [Downloadable!] (restricted)
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This page was last updated on 2009-12-21.


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