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On the number of securities which constitute an efficient portfolio

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Abstract

The purpose of this paper is to discuss the relationship between the number of securities which constitute an efficient portfolio as defined by the standard mean-variance portfolio selection model and the number of periods used to compute the efficient portfolio. It is shown that the number of data gives the upper bound of the number of securities which constitute an efficient portfolio, when each efficient portfolio is unique for a given expected return. Empirical tests based on actual return data show that this upper bound is very tight when the number of data is small. However, when more data are used, the upper bound becomes looser. This result is incompatible with the market efficiency. These empirical tests also indicate that a very tight upper bound often causes a degenerate case ensuring zero-variance portfolios.

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References

  1. A.J. Alexander and W.F. Sharpe,Fundamentals of Investment (Prentice-Hall, 1989).

  2. E.J. Elton and M.J. Gruber,Modern Portfolio Theory and Investment Analysis, 3rd ed. (Wiley, 1987).

  3. D.L. Jensen and A.J. King, A decomposition method for quadratic programming, IBM Syst. J. 31 (1992).

  4. H. Konno and K. Suzuki, A fast algorithm for solving large scale mean-variance model by compact factorization of covariance matrices, J. Oper. Res. Soc. Japan 35 (1992) 3–104.

    Google Scholar 

  5. H. Markowitz,Portfolio Selection: Efficient Diversification of Investments (Wiley, 1959).

  6. H. Markowitz,Mean-Variance Analysis in Portfolio Choice and Capital Markets (Basil Blackwell, 1987).

  7. H. Markowitz et al., Fast computation of mean-variance efficient sets using historical covariance, Daiwa Securities America (1991), to appear in J. Fin. Eng.

  8. M. Nakasato and K. Furukawa, An algorithm to compute the efficient frontier for the standard mean-variance portfolio selection model, Technical Report, Tokyo Institute of Technology, Dept. of Industrial Engineering and Management, J-11 (1991), in Japanese.

  9. M. Nakasato and K. Furukawa, Some characteristics of the efficient frontier for TSE stocks, Technical Report, Tokyo Institute of Technology, Dept. of Industrial Engineering and Management 31 (1991).

  10. W.F. Sharpe, Capital asset prices: A theory of market equilibrium under conditions of risk, J. Fin. 19 (1964) 425–442.

    Google Scholar 

  11. W.F. Sharpe,Investment (Prentice-Hall, 1978).

  12. H. Takehara, An interior point algorithm for finding the minimum-norm point in a polytope, Ann. Oper. Res. 45 (1993), this volume.

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Nakasato, M., Furukawa, K. On the number of securities which constitute an efficient portfolio. Ann Oper Res 45, 333–347 (1993). https://doi.org/10.1007/BF02282057

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