Skip to main content
Log in

A general recurrence relation for moments of order statistics in a class of probability distributions and characterizations

  • I. Publications
  • Published:
Metrika Aims and scope Submit manuscript

Summary

In a class of distribution functions, including exponential, power function, Pareto, Lomax, and logistic distributions, a general recurrence relation for moments of order statistics is given. The validity of this identity for certain constants and some sequence of order statistics leads to characterizations of probability distributions. Several recurrence relations and characterization results known from the literature are particular cases of the theorems stated.

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

  • Ahsanullah M, Rahman M (1972) A characterization of the exponential distribution. J Appl Prob 9:457–461

    Article  MATH  MathSciNet  Google Scholar 

  • Azlarov TA, Volodin NA (1986) Characterization problems associated with the exponential distribution. Springer, New York

    MATH  Google Scholar 

  • Balakrishnan N, Malik HJ, Ahmed SE (1988) Recurrence relations and identities for moments of order statistics, II: Specific continuous distributions. Commun Statist-Theory Meth 17:2657–2694

    MATH  MathSciNet  Google Scholar 

  • Cole RH (1951) Relations between moments of order statistics. Ann Math Statist 22:308–310

    MathSciNet  MATH  Google Scholar 

  • David HA (1981) Order Statistics. Wiley, New York

    MATH  Google Scholar 

  • David HA, Groeneveld RA (1982) Measures of local variation in a distribution: Expected length of spacings and variances of order statistics. Biometrika 69:227–232

    MATH  MathSciNet  Google Scholar 

  • Gajek L, Gather U (1989) Moment inequalities for order statistics with applications to characterizations of distributions. Technical Report 11, University of Dortmund

  • Gröbner W, Hofreiter N (1961) Integraltafel, Erster Teil: Unbestimmte Integrale. Springer, Wien

    Google Scholar 

  • Hoeffding W (1953) On the distribution of the expected values of the order statistics. Ann Math Statist 24:93–100

    MathSciNet  MATH  Google Scholar 

  • Huang JS (1974a) On a theorem of Ahsanullah and Rahman. J Appl Prob 11:216–218

    Article  MATH  Google Scholar 

  • Huang JS (1974b) Characterizations of the exponential distribution by order statistics. J Appl Prob 11:605–608

    Article  MATH  Google Scholar 

  • Huang JS (1975) Characterization of distributions by the expected values of the order statistics. Ann Inst Statist Math 27:87–93

    Article  MATH  MathSciNet  Google Scholar 

  • Huang JS, Hwang JS (1975)L 1-completeness of a class of beta densities. In: Statistical Distributions in Scientific Work 3. Reidel, Dordrecht, 137–141

    Google Scholar 

  • Huang JS (1989) Moment problem of order statistics: A review. International Statistical Review 57:59–66

    Article  MATH  Google Scholar 

  • Hwang JS (1978) A note on Bernstein und Müntz-Szász theorems with applications to the order statistics. Ann Inst Statist Math 30A:167–176

    Article  Google Scholar 

  • Hwang JS, Lin GD (1984) Characterizations of distributions by linear combinations of moments of order statistics. Bull Inst Math, Academia Sinica 12:179–202

    MATH  MathSciNet  Google Scholar 

  • Joshi PC (1977) Recurrence relations between moments of order statistics from exponential and truncated exponential distributions. Sankhyā 39B:362–371

    Google Scholar 

  • Kamps U (1989) Inequalities for moments of order statistics and characterizations of distributions. Technical Report, Aachen University of Technology

  • Khan AH, Yaqub M, Parvez S (1983) Recurrence relations between moments of order statistics. Naval Research Logistics Quarterly 30:419–441

    MATH  MathSciNet  Google Scholar 

  • Khan AH, Khan IA (1987) Moments of order statistics from Burr distribution and its characterizations. Metron 21–29

  • Lin GD (1988a) Characterizations of uniform distributions and of exponential distributions. Sankhyā 50A:64–69

    Google Scholar 

  • Lin GD (1988b) Characterizations of distributions via relationships between two moments of order statistics. Journal of STatistical Planning and Inference 19:73–80

    Article  MATH  MathSciNet  Google Scholar 

  • Malik HJ, Balakrishnan N, Ahmed SE (1988) Recurrence relations and identities for moments of order statistics, I: Arbitrary continuous distribution. Commun Statist-Theory Meth 17:2623–2655

    MATH  MathSciNet  Google Scholar 

  • Müntz CH (1914) Über den Approximationssatz von Weierstrass. Schwarz-Festschrift, Berlin: 303–312

  • Shah BK (1970) Note on moments of a logistic order statistic. Ann Math Statist 41:2150–2152

    MathSciNet  MATH  Google Scholar 

  • Szász O (1916) Über die Approximation stetiger Funktionen durch lineare Aggregate von Potenzen. Math Ann 77:482–496

    Article  MathSciNet  MATH  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Rights and permissions

Reprints and permissions

About this article

Cite this article

Kamps, U. A general recurrence relation for moments of order statistics in a class of probability distributions and characterizations. Metrika 38, 215–225 (1991). https://doi.org/10.1007/BF02613613

Download citation

  • Received:

  • Revised:

  • Issue Date:

  • DOI: https://doi.org/10.1007/BF02613613

Keywords

Navigation