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ORDER STATISTICS FROM HETEROGENOUS NEGATIVE BINOMIAL RANDOM VARIABLES

Published online by Cambridge University Press:  21 July 2011

Maochao Xu
Affiliation:
Department of Mathematics, Illinois State University, Normal, IL E-mail: mxu2@ilstu.edu
Taizhong Hu
Affiliation:
Department of Statistics and Finance, School of Management, University of Science and Technology of China, Hefei, Anhui 230026, People's Republic of China E-mail: thu@ustc.edu.cn

Abstract

In this article, we study the order statistics from heterogenous negative binomial random variables. Sufficient conditions are provided for comparing the extreme order statistics according to the usual stochastic order. For the special case of geometric distribution, a sufficient condition is established for comparing order statistics in the sense of multivariate stochastic order. Applications in the Poisson–Gamma shock model and redundant systems have been described as well.

Type
Research Article
Copyright
Copyright © Cambridge University Press 2011

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References

1.Barlow, R.E. & Proschan, F. (1981). Statistical theory of reliability and life testing. Silver Spring, MD: To Begin With.Google Scholar
2.Das Gupta, S. & Sarkar, S.K. (1984). On TP2 and log-concavity. In Tong, Y.L. (ed.), Inequalities in statistics and probability, London: Institute of Mathematical, pp. 5458.Google Scholar
3.Finner, H. & Roters, M. (1997). Log-concavity and inequalities for chi-square, F and Beta distributions with applications in multiple comparisons. Statistica Sinica 7: 771787.Google Scholar
4.Jeske, D.R. & Blessinger, T. (2004). Tunable approximations for the mean and variance of heterogeneous geometrically distributed random variables. The American Statistician 58: 322327.CrossRefGoogle Scholar
5.Kochar, S. & Xu, M. (2007). Some recent results on stochastic comparisons and dependence among order statistics in the case of PHR model. Journal of the Iranian Statistical Society 6: 125140.Google Scholar
6.Lundberg, B. (1955). Fatigue life of airplane structures. Journal of the Aeronautical Sciences 22: 394.CrossRefGoogle Scholar
7.Ma, C. (1997). A note on stochastic ordering of order statistics. Journal of Applied Probability 34: 785789.Google Scholar
8.Mao, T. & Hu, T. (2010). Equivlalent characterizations on orderings of order statistics and sample ranges. Probability in the Engineering and Informational Sciences 24: 245262.CrossRefGoogle Scholar
9.Margolin, B.H. & Winokur, H.S. (1967). Exact moments of the order statistics of the geometric distribution and their relation to inverse sampling and reliability of redundant systems. Journal of the American Statistical Association 62: 915925.Google Scholar
10.Marshall, A.W. & Olkin, I. (1979). Inequalities: Theory of majorization and its applications. New York: Academic Press.Google Scholar
11.Patil, G.P. (1960). On the evaluation of the negative binomial distribution with examples. Technometrics 2: 501505.CrossRefGoogle Scholar
12.Proschan, F. & Sethuraman, J. (1976). Stochastic comparisons of order statistics from heterogeneous populations, with applications in reliability. Journal of Multivariate Analysis 6: 608616.CrossRefGoogle Scholar
13.Sengupta, D. & Nanda, A.K. (1999). Log-concave and concave distributions in reliability. Naval Research Logistics 46: 419433.Google Scholar
14.Shaked, M. & Shanthikumar, J.G. (2007). Stochastic orders. Springer, New York.Google Scholar
15.Weiss, G. (1962). On certain redundant systems which operate at discrete times. Technometrics 4: 6974.Google Scholar
16.Young, D.H. (1970). The order statistics of the negative binomial distribution. Biometrika 57: 181186.Google Scholar
17.Young, D.H. (1973). Some results for the order statistics of the negative binomial distribution under slippage configuration. Biometrika 60: 206209.CrossRefGoogle Scholar