Skip to main content
Log in

Dispersive order of lifetimes of series systems in multiple-outlier Weibull models

  • Published:
Journal of Systems Science and Complexity Aims and scope Submit manuscript

Abstract

This paper considers the multiple-outlier Weibull model, and derives some sufficient conditions for the comparison of lifetimes of series systems with respect to dispersive order. In these models, order statistic is closed under minima, so convex transform, star and Lorenz orders are not investigated because they are scale variant. The results established here strengthen some of the results presented by Fang and Tang (2014).

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

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  1. Pledger P and Proschan F, Comparisons of order statistics and of spacings from heterogeneous distributions, Optimizing Methods in Statistics, ed. by Rustagi J S, Academic Press, New York, 1971, 89–113.

    Chapter  Google Scholar 

  2. Balakrishnan N and Zhao P, Ordering properties of order statictics from heterogeneous populations: A review with an emphasis on some recent developments, Probability in the Engineering and Informational Sciences, 2013, 27: 403–443.

    Article  MathSciNet  MATH  Google Scholar 

  3. Misra N, Misra A K, and Dhariyal I D, Standby redundancy allocations in series and parallel systems, Journal of Applied Probability, 2011, 48: 43–55.

    Article  MathSciNet  MATH  Google Scholar 

  4. Misra N and Misra A K, New results on stochastic comparisons of two-component series and parallel systems, Statistics & Probability Letters, 2012, 82: 283–290.

    Article  MathSciNet  MATH  Google Scholar 

  5. Zhao P and Balakrishnan N, New results on comparisons of parallel systems with heterogeneous gamma components, Statistics & Probability Letters, 2011, 81: 36–44.

    Article  MathSciNet  MATH  Google Scholar 

  6. Khaledi B and Kochar S C, Some new results on stochastic comparisons of parallel systems, Journal of Applied Probability, 2000, 37: 1123–1128.

    Article  MathSciNet  MATH  Google Scholar 

  7. Khaledi B and Kochar S C, Weibull distribution: Some stochastic comparisons results, J. Statist. Plann. Infer., 2006, 136: 3121–3129.

    Article  MathSciNet  MATH  Google Scholar 

  8. Dykstra R, Kochar S C, and Rojo J, Stochastic comparisons of parallel systems of heterogeneous exponential components, J. Statist. Plann. Infer., 1997, 65: 203–211.

    Article  MathSciNet  MATH  Google Scholar 

  9. Li C and Li X, Likelihood ratio order of sample minimum from heterogeneous Weibull random variables, Statistics & Probability Letters, 2015, 97: 46–53.

    Article  MathSciNet  MATH  Google Scholar 

  10. Rojo J and He G Z, New properties and characterizations of the dispersive ordering, Statistics & Probability Letters, 1991, 11: 365–372.

    Article  MathSciNet  MATH  Google Scholar 

  11. Kochar S C and Ma C S, Dispersive ordering of convolutions of exponential random variables, Statistics & Probability Letters, 1999, 43: 321–324.

    Article  MathSciNet  MATH  Google Scholar 

  12. Kochar S C and Xu M, Comparisons of parallel systems according to the convex transform order, Journal of Applied Probability, 2009, 46: 342–352.

    Article  MathSciNet  MATH  Google Scholar 

  13. Fang L and Tang W, On the right spread ordering of series systems with two heterogeneous Weibull components, Journal of Inequalities and Applications, 2014, 190: 1–8.

    MathSciNet  MATH  Google Scholar 

  14. Balakrishnan N, Haidari A, and Masoumifard K, Stochastic comparisons of series and parallel systems with generalized exponential components, IEEE Transactions on Reliability, 2015, 64: 333–348.

    Article  Google Scholar 

  15. Boland P J, EL-Neweihi E, and Proschan F, Applications of the hazard rate ordering in reliability and order statistics, Journal of Applied Probability, 1994, 31: 180–192.

    Article  MathSciNet  MATH  Google Scholar 

  16. Prabhakar Murthy D N, Xie M, and Jiang R, Weibull Models, Wiley, New York, 2004.

    MATH  Google Scholar 

  17. Torrado N and Kochar S C, Stochastic order relations among parallel systems from Weibull distributions, Journal of Applied Probability, 2015, 52: 102–116.

    Article  MathSciNet  MATH  Google Scholar 

  18. Torrado N, Comparisons of smallest order statistics from Weibull distributions with different scale and shape parameters, Journal of the Korean Statistical Society, 2015, 44: 68–76.

    Article  MathSciNet  MATH  Google Scholar 

  19. Barnett V and Lewis T, Outliers in Statistical Data, 3rd ed. Chichester, Wiley, 1994.

    MATH  Google Scholar 

  20. Balakrishnan N, Permanents, order statistics, outliers, and robustness, Rev. Mat. Complut., 2007, 20: 7–107.

    Article  MathSciNet  MATH  Google Scholar 

  21. Shaked M and Shanthikumar J G, Stochastic Orders, Springer-Verlag, New York, 2007.

    Book  MATH  Google Scholar 

  22. Marshall AW, Olkin I, and Arnold B C, Inequalities: Theory of Majorization and Its Applications, Springer-Verlag, New York, 2011.

    Book  MATH  Google Scholar 

  23. Saunders I W and Moran P A, On the quantiles of the Gamma and F distributions, Journal of Applied Probability, 1978, 15: 426–432.

    Article  MathSciNet  MATH  Google Scholar 

Download references

Acknowledgments

This work is studied while FANG Longxiang is visiting the Department of Mathematics and Statistics, McMaster University, Canada, and he is grateful to Anhui Normal University for providing the financial support for this visit.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Longxiang Fang.

Additional information

This research was supported by the Provincial Natural Science Research Project of Anhui Colleges under Grant No. KJ2016A263, the National Natural Science Foundation of Anhui Province under Grant Nos. 1408085MA07, 1608085J07, and the PhD Research Startup Foundation of Anhui Normal University under Grant No. 2014bsqdjj34.

This paper was recommended for publication by Editor SHI Jianjun.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Fang, L., Barmalzan, G. & Ling, J. Dispersive order of lifetimes of series systems in multiple-outlier Weibull models. J Syst Sci Complex 29, 1693–1702 (2016). https://doi.org/10.1007/s11424-016-5068-6

Download citation

  • Received:

  • Revised:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11424-016-5068-6

Keywords

Navigation