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Duality Theory and Transfers for Stochastic Order Relations

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Stochastic Orders in Reliability and Risk

Part of the book series: Lecture Notes in Statistics ((LNSP,volume 208))

Abstract

In this paper it will be demonstrated how functional analytic tools from duality theory can be used to give interesting characterizations of stochastic order relations for discrete distributions in terms of mass transfer principles. A general result for a large class of integral stochastic orders will be derived, and it will be shown that this applies to many important examples like usual stochastic order, convex order, supermodular order, directional convex order, and orthant orders.

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Bibliography

  1. Border, K. C.: Functional analytic tools for expected utility theory. In Positive Operators, Riesz Spaces, and Economics (Pasadena, CA, 1990), 69–88. Springer, Berlin (1991)

    Google Scholar 

  2. Choquet, G.: Lectures on Analysis. Vol. II: Representation Theory. Benjamin, W A Inc., New York-Amsterdam (1969)

    Google Scholar 

  3. Decancq, K.: Elementary multivariate rearrangements and stochastic dominance on a Fréchet class. Journal of Economic Theory, 147, 1450–1459 (2012)

    Article  MathSciNet  MATH  Google Scholar 

  4. Denuit, M. and Müller, A.: Smooth generators of integral stochastic orders. Annals of Applied Probability, 12, 1174–1184 (2002)

    Article  MathSciNet  MATH  Google Scholar 

  5. Elton, J. and Hill, T. P.: Fusions of a probability distribution. Annals of Probability, 20, 421–454 (1992)

    Article  MathSciNet  MATH  Google Scholar 

  6. Elton, J. and Hill, T. P.: On the basic representation theorem for convex domination of measures. Journal of Mathematical Analysis and Applications, 228, 449–466 (1998)

    Article  MathSciNet  MATH  Google Scholar 

  7. Marshall, A. W.: Multivariate stochastic orderings and generating cones of functions. In Mosler, K. and Scarsini, M. (eds.), Stochastic orders and decision under risk (Hamburg, 1989). IMS Lecture Notes Vol. 19, (pp. 231–247), Hayward, CA (1991)

    Google Scholar 

  8. Meyer, M. and Strulovici, B.: The supermodular stochastic ordering. unpublished manuscript (2011)

    Google Scholar 

  9. Müller, A.: Stochastic orders generated by integrals: a unified study. Advances in Applied Probability, 29, 414–428 (1997)

    Article  MathSciNet  MATH  Google Scholar 

  10. Müller, A. and Scarsini, M.: Fear of loss, inframodularity, and transfers. Journal of Economic Theory, 147, 1490–1500 (2012)

    Article  MathSciNet  MATH  Google Scholar 

  11. Müller, A. and Stoyan, D.: Comparison Methods for Stochastic Models and Risks. Wiley, Chichester (2002)

    MATH  Google Scholar 

  12. Rothschild, M. and Stiglitz, J. E.: Increasing risk. I. A definition. Journal of Economic Theory, 2, 225–243 (1970)

    Article  MathSciNet  Google Scholar 

  13. Rothschild, M. and Stiglitz, J. E.: Addendum to: “Increasing risk. I. A definition”. Journal of Economic Theory, 5, 306 (1972)

    Google Scholar 

  14. Schweizer, B. and Sklar, A.: Probabilistic Metric Spaces. North-Holland Series in Probability and Applied Mathematics. North-Holland Publishing Co., New York (1983)

    MATH  Google Scholar 

  15. Shaked, M. and Shanthikumar, J. G.: Stochastic Orders. Springer, New York (2007)

    Book  MATH  Google Scholar 

  16. Tchen, A. H.: Inequalities for distributions with given marginals. Annals of Probability, 8, 814–827 (1980)

    Article  MathSciNet  MATH  Google Scholar 

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Correspondence to Alfred Müller .

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Müller, A. (2013). Duality Theory and Transfers for Stochastic Order Relations. In: Li, H., Li, X. (eds) Stochastic Orders in Reliability and Risk. Lecture Notes in Statistics(), vol 208. Springer, New York, NY. https://doi.org/10.1007/978-1-4614-6892-9_2

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