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Dominance Concepts in Random Outcomes

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Part of the book series: International Centre for Mechanical Sciences ((CISM,volume 289))

Abstract

As a way to approach decision making under risk or uncertainty, four dominance concepts — utility dominance, stochastic dominance, mean-variance dominance, and probability dominance — are reviewed. The characteristic features, the relative merits and shortcomings of these approaches are discussed. Main results and relationships among them are stated. The nondominated set of Ω (a set of random variables) is defined according to different dominance criteria, and interrelationships among them are discussed.

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References

  1. Fishburn, P. C., Utility Theory for Decision Making, John Wiley and Sons, New York, New York, 1970.

    MATH  Google Scholar 

  2. Keeney, R. L., and Raiffa, H., Decisions with Multiple Objectives: Preferences and Value Tradeoff, John Wiley and Sons, New York, New York, 1976.

    Google Scholar 

  3. Yu, P. L., Multiple Criteria Decision Making: Concepts, Techniques and Extensions, Plenum Press, New York, New York, (Forthcoming).

    Google Scholar 

  4. Stam, A., Lee, Y. R., and Yu, P. L., Value Functions and Preference Structures, in Proceedings of International Seminar on Mathematics of Multi Objective Optimization, CISM, Udine, Italy, 1984.

    Google Scholar 

  5. Debreu, G., Topological Methods in Cardinal Utility, in Mathematical Methods in Social Science, Arrow, K. J., Karlin, S. and Suppes, P., Eds., Stanford University Press, Stanford, California, 1960.

    Google Scholar 

  6. Gorman, W. M., The Structure of Utility Functions, Review of Economic Studies, 35, 367, 1968.

    Article  MATH  Google Scholar 

  7. Schoemaker, P. J., The Expected Utility Model: Its Variants, Purposes, Evidence and Limitations, Economic Literature, 20, 529, 1982.

    Google Scholar 

  8. Von Neumann, J., and Morgenstern, O., Theory of Games and Economic Behavior, 2nd edition, Princeton University Press, Princeton, New Jersey, 1947.

    MATH  Google Scholar 

  9. Hanoch, G., and Levy, H., The Efficiency Analysis of Choices Involving Risk, Review of Economic Studies, 36, 335, 1969.

    Article  MATH  Google Scholar 

  10. Hadar, J., and Russell, W. R., Rules for Ordering Uncertain Prospects, American Economic Review, 59, 25, 1969.

    Google Scholar 

  11. Bawa, V. S., Optimal Rules for Ordering Uncertain Prospects, Journal of Financial Economics, 2, 95, 1975.

    Article  Google Scholar 

  12. Quirk, J. P., and Saposnik, R., Admissibility and Measurable Utility Functions, Review of Economic Studies, 29, 140, 1962.

    Article  Google Scholar 

  13. Fishburn, P. C., Stochastic Dominance: Theory and Application, in The Role and Effectiveness of Theories of Decision in Practice, White, D. J. and Bowen, K. C., Eds., Hodder and Stoughton, London, 1975.

    Google Scholar 

  14. Brumelle, S. L., and Vickson, R. G., A Unified Approach to Stochastic Dominance, in Stochastic Optimization Models in Finance, Ziemba, W. T. and Vickson, R. G., Eds., Academic Press, New York, New York, 1975.

    Google Scholar 

  15. Yu, P. L., Cone Convexity, Cone Extreme Points and Nondominated Solutions in Decision Problems with Multiobjectives, Journal of Optimization Theory and Applications, 14, 319, 1974.

    Article  MATH  MathSciNet  Google Scholar 

  16. Fishburn, P. C., Stochastic Dominance and Moments of Distributions, Mathematics of Operations Research, 5, 94, 1980.

    Article  MATH  MathSciNet  Google Scholar 

  17. Fishburn, P. C., Continua of Stochastic Dominance Relations for Unbounded Probability Distributions, Journal of Mathematical Economics, 7, 271, 1980.

    Article  MATH  MathSciNet  Google Scholar 

  18. Fishburn, P. C., Moment-Preserving Shifts and Stochastic Dominance, Mathematics of Operations Research, 7, 629, 1982.

    Article  MATH  MathSciNet  Google Scholar 

  19. Markowitz, H. M., Portfolio Selection, Journal of Finance, 6, 77, 1952.

    Google Scholar 

  20. Tobin, J. E., Liquidity Preference as Behavior Towards Risk, Review of Economic Studies, 25, 65, 1958.

    Article  Google Scholar 

  21. Pratt, J. W., Risk Aversion in the Small and in the Large, Econometrics, 32, 122, 1964.

    Article  MATH  Google Scholar 

  22. Arrow, K. J., Essays in the Theory of Risk-Bearing, Markham, Chicago, Illinois, 1971.

    Google Scholar 

  23. Beedles, W. L., and Simkowitz, M. K., A Note on Skewness and Data Errors, Journal of Finance, 33, 288, 1978.

    Article  Google Scholar 

  24. Yu, P. L., Behavior Bases and Habitual Domains of Human Decision/ Behavior: An Integration of Psychology, Optimization Theory and Common Wisdom, International Journal of Systems, Measurement, and Decisions, 1, 39, 1981.

    Google Scholar 

  25. Wrather, C., and Yu, P. L., Probability Dominance in Random Outcomes, Journal of Optimization Theory and Applications, 36, 315, 1982.

    Article  MATH  MathSciNet  Google Scholar 

  26. Hadar, J. and Russell, W. R., Stochastic Dominance and Diversification, Journal of Economic Theory, 3, 288, 1971.

    Article  MathSciNet  Google Scholar 

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© 1985 Springer-Verlag Wien

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Lee, YR., Stam, A., Yu, PL. (1985). Dominance Concepts in Random Outcomes. In: Serafini, P. (eds) Mathematics of Multi Objective Optimization. International Centre for Mechanical Sciences, vol 289. Springer, Vienna. https://doi.org/10.1007/978-3-7091-2822-0_2

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  • DOI: https://doi.org/10.1007/978-3-7091-2822-0_2

  • Publisher Name: Springer, Vienna

  • Print ISBN: 978-3-211-81860-2

  • Online ISBN: 978-3-7091-2822-0

  • eBook Packages: Springer Book Archive

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