On the skewness of order statistics with applications | Annals of Operations Research Skip to main content
Log in

On the skewness of order statistics with applications

  • Published:
Annals of Operations Research Aims and scope Submit manuscript

Abstract

Order statistics from heterogeneous samples have been extensively studied in the literature. However, most of the work focused on the effect of heterogeneity on the magnitude or dispersion of order statistics. In this paper, we study the skewness of order statistics from heterogeneous samples according to star ordering. The main results extend the corresponding results in Kochar and Xu (J. Appl. Probab. 46:342–352, 2009; J. Appl. Probab. 48:271–284, 2011). Examples and applications are highlighted as well.

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

Access this article

Subscribe and save

Springer+ Basic
¥17,985 /Month
  • Get 10 units per month
  • Download Article/Chapter or eBook
  • 1 Unit = 1 Article or 1 Chapter
  • Cancel anytime
Subscribe now

Buy Now

Price includes VAT (Japan)

Instant access to the full article PDF.

Fig. 1
Fig. 2

Similar content being viewed by others

References

  • Barlow, R. E., & Proschan, F. (1981). Statistical theory of reliability and life testing. Silver Spring: To Begin With.

    Google Scholar 

  • Barlow, R. E., Bartholomew, D. J., Bremner, J. M., & Brunk, H. D. (1972). Statistical inference under order restrictions. New York: Wiley.

    Google Scholar 

  • Balakrishnan, N. (2007). Permanents, order statistics, outliers, and robustness. Revista Matemática Complutense, 20, 7–107.

    Google Scholar 

  • Balakrishnan, N., & Rao, C. R. (1998a). Handbook of statistics 16-order statistics: theory and methods. New York: Elsevier.

    Google Scholar 

  • Balakrishnan, N., & Rao, C. R. (1998b). Handbook of statistics 17-order statistics: applications. New York: Elsevier.

    Google Scholar 

  • Bon, J. L., & Pǎltǎnea, E. (2006). Comparison of order statistics in a random sequence to the same statistics with i.i.d. variables. ESAIM: Probability and Statistics, 10, 1–10.

    Article  Google Scholar 

  • David, H. A., & Nagaraja, H. N. (2003). Order statistics (3rd ed.). New York: Wiley.

    Book  Google Scholar 

  • Khaledi, B., & Kochar, S. (2000). Some new results on stochastic comparisons of parallel systems. Journal of Applied Probability, 37, 1123–1128.

    Article  Google Scholar 

  • Kochar, S. (2006). Lorenz ordering of order statistics. Statistics & Probability Letters, 46, 1855–1860.

    Article  Google Scholar 

  • Kochar, S., & Xu, M. (2007). Stochastic comparisons of parallel systems when components have proportional hazard rates. Probability in the Engineering and Informational Sciences, 21, 597–609.

    Article  Google Scholar 

  • Kochar, S., & Xu, M. (2009). Comparisons of parallel systems according to the convex transform order. Journal of Applied Probability, 46, 342–352.

    Article  Google Scholar 

  • Kochar, S., & Xu, M. (2011). On the skewness of order statistics in the multiple-outlier models. Journal of Applied Probability, 48, 271–284.

    Article  Google Scholar 

  • Kochar, S., & Xu, M. (2012). Some unified results on comparing linear combinations of independent gamma random variables. Probability in the Engineering and Informational Sciences, 26, 393–404.

    Article  Google Scholar 

  • Marshall, A. W., & Olkin, I. (2007). Life distributions. New York: Springer.

    Google Scholar 

  • Resnick, S. (2007). Heavy-tail phenomena: probabilistic and statistical modeling. New York: Springer.

    Google Scholar 

  • Shaked, M., & Shanthikumar, J. G. (2007). Stochastic orders and their applications. New York: Springer.

    Google Scholar 

  • Van Zwet, W. R. (1964). Mathematical centre tracts: Vol. 7. Convex transformations of random variables. Amsterdam: Mathematical Centre.

    Google Scholar 

  • Xu, M. (2010). Stochastic orders in heterogeneous samples with applications. Ph.D. Thesis, Portland State University, Portland, OR, USA.

Download references

Acknowledgements

The authors are grateful to the anonymous referee for carefully reading the manuscript and giving constructive comments, which led to this improved version of the paper. The second author was supported by NFIG at Illinois State University.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Maochao Xu.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Kochar, S., Xu, M. On the skewness of order statistics with applications. Ann Oper Res 212, 127–138 (2014). https://doi.org/10.1007/s10479-012-1212-4

Download citation

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10479-012-1212-4

Keywords