Skip to main content

Part of the book series: Lecture Notes in Economics and Mathematical Systems ((LNE,volume 502))

Abstract

For many applications, especially in actuarial sciences, a problem of great practical interest is the stochastic comparison of mixed distributions and of compound sums. This question is investigated here with respect to the class of stochastic s-(increasing) convex orderings introduced recently. The analysis is based on a central property, called stochastic s-(increasing) convexity, for families of parametric distributions.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 84.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 109.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Denuit, M., and Lefevre, Cl. (1997) Some new classes of stochastic order relations among arithmetic random variables, with applications in actuarial sciences. Insurance: Mathematics and Economics 20, 197–213.

    Article  Google Scholar 

  2. Denuit, M., Lefèvre, Cl., and Mesfioui, M. (1999) On s-convex stochastic extrema for arithmetic risks. Insurance: Mathematics and Economics 25, 143–155.

    Article  Google Scholar 

  3. Denuit, M., Lefevre, Cl., and Shaked, M. (1998) The s-convex orders among real random variables, with applications. Mathematical Inequalities and Their Applications 1, 585–613.

    Article  Google Scholar 

  4. Denuit, M., Lefèvre, Cl., and Utev, S. (1999a) Stochastic orderings of convex/concave type on an arbitrary grid. Mathematics of Operations Research 24, 835–846.

    Article  Google Scholar 

  5. Denuit, M., Lefèvre, Cl., and Utev, S. (1999b) Generalized stochastic convexity and stochastic orderings of mixtures. Probability in the Engineering and Informational Sciences 13, 275–291.

    Article  Google Scholar 

  6. Goovaerts, M.J., and De Vylder, F.E. (1984) Stop-loss ordering for scale and power mixture distributions. Scandinavian Actuarial Journal, 95–101.

    Google Scholar 

  7. Hesselager, O. (1998) Closure properties of some partial orderings under mixing. Insurance: Mathematics and Economics 22, 163–170.

    Article  Google Scholar 

  8. Hesselager, O., Wang, S., and Willmot, G. (1998) Exponential and scale mixtures and equilibrium distributions. Scandinavian Actuarial Journal, 125–142.

    Google Scholar 

  9. Kaas, R., and Hesselager, O. (1995) Ordering claim size distributions and mixed Poisson probabilities. Insurance: Mathematics and Economics 17, 193–201.

    Article  Google Scholar 

  10. Kaas, R., Van Heerwaarden, A.E. and Goovaerts, M.J. (1994) Ordering of Actuarial Risks. CAIRE. Brussels.

    Google Scholar 

  11. Karlin, S. (1968) Total Positivity. Stanford University Press. Stanford. California.

    Google Scholar 

  12. Karlin, S., and Studden, W.J. (1966) Tchebycheff Systems: with Applications in Analysis and Statistics. Wiley. New York.

    Google Scholar 

  13. Lefèvre, Cl., and Utev, S. (1996) Comparing sums of exchangeable Bernoulli random variables. Journal of Applied Probability 33, 285–310.

    Article  Google Scholar 

  14. Marshall, A.W. (1991) Multivariate stochastic orderings and generating cones of functions. In Stochastic Orders and Decision Under Risk, K. Mosler and M. Scarsini Editors, pp. 231–247. IMS Lecture Notes-Monograph Series, 19.

    Google Scholar 

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

    Article  Google Scholar 

  16. Pečarić, J.E., Proschan, F., and Tong, Y.L. (1992) Convex Functions, Partial Orderings and Statistical Applications. Academic Press. New York.

    Google Scholar 

  17. Popoviciu, T. (1933) Sur quelques propriétés des fonctions d’une ou de deux variables réelles. Mathematica 8, 1–85.

    Google Scholar 

  18. Roberts, A.W., and Varberg, D.E. (1973) Convex Functions. Academic Press. New York.

    Google Scholar 

  19. Shaked, M., and Shanthikumar, J.G. (1988) Stochastic convexity and its applications. Advances in Applied Probability 20, 427–446.

    Article  Google Scholar 

  20. Shaked, M., and Shanthikumar, J.G. (1994) Stochastic Orders and their Applications. Academic Press. New York.

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2001 Springer-Verlag Berlin Heidelberg

About this chapter

Cite this chapter

Denuit, M., Lefevre, C. (2001). Stochastic s-(increasing) Convexity. In: Hadjisavvas, N., Martínez-Legaz, J.E., Penot, JP. (eds) Generalized Convexity and Generalized Monotonicity. Lecture Notes in Economics and Mathematical Systems, vol 502. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-56645-5_11

Download citation

  • DOI: https://doi.org/10.1007/978-3-642-56645-5_11

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-41806-1

  • Online ISBN: 978-3-642-56645-5

  • eBook Packages: Springer Book Archive

Publish with us

Policies and ethics