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).
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References
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.
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.
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.
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.
Zhao P and Balakrishnan N, New results on comparisons of parallel systems with heterogeneous gamma components, Statistics & Probability Letters, 2011, 81: 36–44.
Khaledi B and Kochar S C, Some new results on stochastic comparisons of parallel systems, Journal of Applied Probability, 2000, 37: 1123–1128.
Khaledi B and Kochar S C, Weibull distribution: Some stochastic comparisons results, J. Statist. Plann. Infer., 2006, 136: 3121–3129.
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.
Li C and Li X, Likelihood ratio order of sample minimum from heterogeneous Weibull random variables, Statistics & Probability Letters, 2015, 97: 46–53.
Rojo J and He G Z, New properties and characterizations of the dispersive ordering, Statistics & Probability Letters, 1991, 11: 365–372.
Kochar S C and Ma C S, Dispersive ordering of convolutions of exponential random variables, Statistics & Probability Letters, 1999, 43: 321–324.
Kochar S C and Xu M, Comparisons of parallel systems according to the convex transform order, Journal of Applied Probability, 2009, 46: 342–352.
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.
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.
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.
Prabhakar Murthy D N, Xie M, and Jiang R, Weibull Models, Wiley, New York, 2004.
Torrado N and Kochar S C, Stochastic order relations among parallel systems from Weibull distributions, Journal of Applied Probability, 2015, 52: 102–116.
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.
Barnett V and Lewis T, Outliers in Statistical Data, 3rd ed. Chichester, Wiley, 1994.
Balakrishnan N, Permanents, order statistics, outliers, and robustness, Rev. Mat. Complut., 2007, 20: 7–107.
Shaked M and Shanthikumar J G, Stochastic Orders, Springer-Verlag, New York, 2007.
Marshall AW, Olkin I, and Arnold B C, Inequalities: Theory of Majorization and Its Applications, Springer-Verlag, New York, 2011.
Saunders I W and Moran P A, On the quantiles of the Gamma and F distributions, Journal of Applied Probability, 1978, 15: 426–432.
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.
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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.
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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
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DOI: https://doi.org/10.1007/s11424-016-5068-6