DOI QR코드

DOI QR Code

ON RELATIONS FOR QUOTIENT MOMENTS OF THE GENERALIZED PARETO DISTRIBUTION BASED ON RECORD VALUES AND A CHARACTERIZATION

  • Kumar, Devendra (Department of Statistics and Operations Research, Aligarh Muslim University)
  • Received : 2012.05.11
  • Accepted : 2012.10.25
  • Published : 2013.05.30

Abstract

Generalized Pareto distributions play an important role in re-liability, extreme value theory, and other branches of applied probability and statistics. This family of distribution includes exponential distribution, Pareto distribution, and Power distribution. In this paper we establish some recurrences relations satisfied by the quotient moments of the upper record values from the generalized Pareto distribution. Further a char-acterization of this distribution based on recurrence relations of quotient moments of record values is presented.

Keywords

References

  1. B.C. Arnold, N. Balakrishnan and H.N. Nagaraja, A First course in Order Statistics, John Wiley and Sons, New York, 1992.
  2. B.C. Arnold, N. Balakrishnan and H.N. Nagaraja, Records, John Wiley, New York, 1998.
  3. D. Kumar, Relations for moments of k-th lower record values from exponentiated log-logistic distribution and a characterization, International Journal of Mathematical Archive, 6 (2011), 813-819.
  4. D. Kumar and M.I. Khan, Recurrence relations for moments of K-th record values from generalized beta distribution and a characterization, Seluk J. App. Math., 13 (2012), 75-82.
  5. J.S. Hwang and G.D. Lin, On a generalized moments problem II, Proc. Amer. Math. Soc. 91 (1984), 577-580.
  6. J. Saran and S.K. Singh, Recurrence relations for single and product moments of k-th record values from linear exponential distribution and a characterization, Asian J. Math. Stat. 1 (2008), 159-164. https://doi.org/10.3923/ajms.2008.159.164
  7. K.S. Sultan, Record values from the modified Weibull distribution and applications, Comm. Statist. Theory Methods 41 (2007), 2045-2054.
  8. K.N. Chandler, The distribution and frequency of record values, J. Roy. Statist. Soc., Ser B 14 (1952), 220-228.
  9. M. Ahsanullah, Record Statistics, Nova Science Publishers, New York, 1995.
  10. M.Y. Lee and S.K. Chang, Recurrence relations of quotient moments of the exponential distribution by record values, Honam Mathematical J. 26 (2004), 463-469.
  11. M.Y. Lee and S.K. Chang, Recurrence relations of quotient moments of the Pareto distribution by record values, J. Korea Soc. Math. Educ. Ser B: Pure Appl. Math. 11 (2004), 97-102.
  12. M.Y. Lee and S.K. Chang, Recurrence relations of quotient moments of the power function distribution by record values, Kangweon-Kyungki Math. J., 12 (2004), 15-22.
  13. N. Balakrishnan and M. Ahsanullah, Relations for single and product moments of record values from exponential distribution, J. Appl. Statist. Sci. 2 (1993), 73-87.
  14. N. Balakrishnan and M. Ahsanullah, Recurrence relations for single and product moments of record values from generalized Pareto distribution, Comm. Statist. Theory Methods 23 (1994), 2841-2852. https://doi.org/10.1080/03610929408831419
  15. N.L. Johnson, S. Kotz and N. Balakrishnan, Continuous Univariate Distributions, John Wiley, New York, 1994.
  16. P. Pawlas and D. Szynal, Relations for single and product moments of k-th record values from exponential and Gumbel distributions, J. Appl. Statist. Sci. 7 (1998), 53-61.
  17. P. Pawlas and D. Szynal, Recurrence relations for single and product moments of k-th record values from Pareto, generalized Pareto and Burr distributions, Comm. Statist. Theory Methods 28 (1999), 1699-1709. https://doi.org/10.1080/03610929908832380
  18. P. Pawlas and D. Szynal, Recurrence relations for single and product moments of k-th record values from Weibull distribution and a characterization, J. Appl. Stats. Sci. 10 (2000), 17-25.
  19. S.I. Resnick, Extreme values, regular variation and point processes, Springer-Verlag, New York, 1973.
  20. S.K. Chang, Recurrence relations of quotient moments of the Weibull distribution by record values, J. Appl. Math. and Computing 1 (2007), 471-477.
  21. U. Kamps, A concept of generalized Order Statistics, J. Statist. Plann. Inference 48 (1995), 1-23. https://doi.org/10.1016/0378-3758(94)00147-N
  22. U. Kamps, Characterizations of distributions by recurrence relations and identities for moments of order statistics. In: Balakrishnan, N. and Rao, C.R., Handbook of Statistics, Order Statistics: Theory and Methods. North-Holland, Amsterdam 16 (1998), 291-311.
  23. V.B. Nevzorov, Records, Theory probab. Appl. 32, (English translation), 1987.
  24. W. Dziubdziela and B. Kopocinski, Limiting properties of the k-th record value, Appl. Math. 15 (1976), 187-190.
  25. W. Feller, An introduction to probability theory and its applications, 2, John Wiley and Sons, New York, 1966.