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On efficient portfolio selection using convex risk measures

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Abstract

In this article we systematically revisit the classic portfolio selection theory in both of its branches, the determination of the efficient financial positions among such a choice set and the selection of the financial position which maximizes some utility function whose functional form involves some ‘measure of risk’. We study these problems by considering certain classes of convex risk measures and we show that for these classes the solution of the utility maximization problems in reflexive spaces take the form of a zero-sum game between the investor and the market.

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References

  1. Acerbi C., Tasche D.: On the coherence of the expected shortfall. J. Bank. Finance 26, 1487–1503 (2002)

    Article  Google Scholar 

  2. Acerbi C.: Spectral measures of risk: a coherent representation of subjective risk aversion. J. Bank. Finance 26, 1505–1518 (2002)

    Article  Google Scholar 

  3. Aliprantis C.D., Burkinshaw O.: Principles of Real Analysis, 5th edn. Academic, New York (1998)

    MATH  Google Scholar 

  4. Aliprantis C.D., Border K.C.: Infinite Dimensional Analysis, A Hitchhiker’s Guide, 2nd edn. Springer, New York (1999)

    MATH  Google Scholar 

  5. Artzner P., Delbaen F., Eber J.M., Heath D.: Coherent measures of risk. Math. Finance 9, 203–228 (1999)

    Article  MathSciNet  MATH  Google Scholar 

  6. Barbu V., Precupanu T.: Convexity and Optimization in Banach Spaces. D Riedel Publishing Company, Kluwer Academic Publishers Group, Dordrecht (1986)

    MATH  Google Scholar 

  7. Bertsimas D., Lauprete G.L., Samarov A.: Shortfall as a risk measure: properties, optimization and applications. J. Econ. Dyn. Control 28, 1353–1381 (2004)

    Article  MathSciNet  MATH  Google Scholar 

  8. Biagini, S., Fritelli, M.: On the extension of the Namioka-Klee theorem and on the Fatou property for risk measures. In: Optimality and Risk: Modern trends in Mathematical Finance, pp. 1–28. Springer, Berlin (2009)

  9. Borwein J.M.: On the existence of Pareto efficient points. Math. Oper. Res. 8, 64–73 (1983)

    Article  MathSciNet  MATH  Google Scholar 

  10. Burgert C., Rüschendorf L.: On the optimal risk allocation problem. Stat. Decis. 24, 153–171 (2006)

    Article  MATH  Google Scholar 

  11. Delbaen, F.: Coherent risk measures on general probability spaces. In: Advances in Finance and Stochastics: Essays in Honour of Dieter Sondermann, pp. 1–38. Springer-Verlag, Berlin (2002)

  12. Föllmer H., Schied A.: Convex measures of risk and trading constraints. Finance Stochast. 6, 429–447 (2002)

    Article  MATH  Google Scholar 

  13. Inoue A.: On the worst conditional expectation. J. Math. Anal. Appl. 286, 237–247 (2003)

    Article  MathSciNet  MATH  Google Scholar 

  14. Jahn J.: Vector Optimization. Springer, Berlin (2004)

    MATH  Google Scholar 

  15. Jameson, G.: Ordered Linear Spaces. Lecture Notes in Mathematics, vol. 141. Springer-Verlag (1970)

  16. Jaschke S., Küchler U.: Coherent risk measures and good-deal bounds. Finance Stochast. 5, 181–200 (2001)

    Article  MATH  Google Scholar 

  17. Kaina M., Rüschendorf L.: On convex risk measures on L p-spaces. Math. Methods Oper. Res. 69, 475–495 (2009)

    Article  MathSciNet  MATH  Google Scholar 

  18. Konstantinides D.G., Kountzakis C.: Risk measures in ordered normed linear spaces with non-empty cone-interior. Insur. Math. Econ. 48, 111–122 (2011)

    Article  Google Scholar 

  19. Korn R.: Optimal Portfolios. World Scientific, Singapore (1997)

    Book  MATH  Google Scholar 

  20. Kountzakis C.E.: Risk measures on ordered non-reflexive Banach spaces. J. Math. Anal. Appl. 373, 548–562 (2011)

    Article  MathSciNet  MATH  Google Scholar 

  21. Kroll Y., Levy H., Markowitz H.M.: Mean-Variance versus direct utility maximization. J. Finance 39, 47–61 (1984)

    Article  Google Scholar 

  22. Luenberger D.G.: Optimization by Vector Space Methods. Wiley, New York (1969)

    MATH  Google Scholar 

  23. Markowitz H.: Portfolio selection. J. Finance 7, 77–91 (1952)

    Article  Google Scholar 

  24. Megginson R.E.: An Introduction to Banach Space Theory. Springer, New York (1998)

    MATH  Google Scholar 

  25. Ng K.F., Zheng X.Y.: On the Density of positive proper efficient points in a normed space. J. Optim. Theory Appl. 119, 105–122 (2003)

    Article  MathSciNet  MATH  Google Scholar 

  26. Polbennikov, S., Melenberg, B.: Mean-Coherent and Mean-Variance Approaches in Portfolio Selection: An Empirical Comparison. Working Paper. Tilburg University (2005)

  27. Polyrakis I.A.: Demand functions and reflexivity. J. Math. Anal. Appl. 338, 695–704 (2008)

    Article  MathSciNet  MATH  Google Scholar 

  28. Rockafellar R.T., Uryasev S.: Optimization of conditional value-at-risk. J. Risk 2, 22–41 (2000)

    Google Scholar 

  29. Rockafellar, T.R., Uryasev, S., Zabarankin, M.: Deviation Measures in Risk Analysis and Optimization, Research Report 2002-7, Risk Management and Financial Engineering Lab, Department of Industrial and Systems Engineering, University of Florida (2003)

  30. Schied A.: On the Neyman-Pearson problem for law-invariant risk measures and robust utility functionals. Ann. Appl. Probab. 14, 1398–1423 (2004)

    Article  MathSciNet  Google Scholar 

  31. Tasche D.: Expected shortfall and beyond. J. Bank. Finance 26, 1519–1533 (2002)

    Article  Google Scholar 

  32. von Neumann J.: Zur Theorie der Gesellschaftsspiele. Math. Ann. 100, 295–320 (1928)

    Article  MathSciNet  MATH  Google Scholar 

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Correspondence to Christos E. Kountzakis.

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Kountzakis, C.E. On efficient portfolio selection using convex risk measures. Math Finan Econ 4, 223–252 (2011). https://doi.org/10.1007/s11579-011-0043-4

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  • DOI: https://doi.org/10.1007/s11579-011-0043-4

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