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Asymptotic behavior of the hazard rate in systems based on sequential order statistics

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Abstract

The limiting behavior of the hazard rate of coherent systems based on sequential order statistics is examined. Related results for the survival function of the system lifetime are also considered. For deriving the results, properties of limits involving a relevation transform are studied in detail. Then, limits of characteristics in sequential \(k\)-out-of-\(n\) systems and general coherent systems with failure-dependent components are obtained. Applications to the comparison of different systems based on their long run behavior and to limits of coefficients in a signature-based representation of the residual system lifetime are given.

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References

  • Balakrishnan N, Kamps U, Kateri M (2009) Minimal repair under a step-stress test. Stat Probab Lett 79:1548–1558

    Article  MathSciNet  MATH  Google Scholar 

  • Barlow RE, Proschan F (1981) Statistical theory of reliability and life testing. To Begin With. Silver Spring, MD

  • Baxter LA (1982) Reliability applications of the relevation transform. Nav Res Logist Q 29:323–330

    Article  MathSciNet  MATH  Google Scholar 

  • Block H, Dugas M, Samaniego FJ (2007) Signature-related results on system lifetimes. In: Nair V (ed) Advances in statistical modeling and inference: essays in honor of Kjell A. Doksum. World Scientific, Singapore, pp 115–129

    Chapter  Google Scholar 

  • Burkschat M (2009) Systems with failure-dependent lifetimes of components. J Appl Probab 46:1052–1072

    Article  MathSciNet  MATH  Google Scholar 

  • Burkschat M, Navarro J (2011) Aging properties of sequential order statistics. Probab Eng Inf Sci 25:449–467

    Article  MathSciNet  MATH  Google Scholar 

  • Burkschat M, Navarro J (2013) Dynamic signatures of coherent systems based on sequential order statistics. J Appl Probab 50:272–287

    Article  MathSciNet  MATH  Google Scholar 

  • Cramer E (2006) Sequential order statistics. In: Kotz S, Balakrishnan N, Read CB, Vidakovic B, Johnson NL (eds) Encyclopedia of statistical sciences, vol 12, 2nd edn. Wiley, Hoboken, pp 7629–7634

    Google Scholar 

  • Cramer E, Kamps U (2001) Sequential \(k\)-out-of-\(n\) systems. In: Balakrishnan N, Rao CR (eds) Handbook of statistics—advances in reliability, vol 20. Elsevier, Amsterdam, pp 301–372

    Google Scholar 

  • Cramer E, Kamps U (2003) Marginal distributions of sequential and generalized order statistics. Metrika 58:293–310

    Article  MathSciNet  MATH  Google Scholar 

  • David HA, Nagaraja HN (2003) Order statistics, 3rd edn. Wiley, Hoboken

    Book  MATH  Google Scholar 

  • Esary JD, Marshall AW (1970) Coherent life functions. SIAM J Appl Math 18:810–814

    Article  MathSciNet  MATH  Google Scholar 

  • Gupta RC, Kirmani SNUA (1988) Closure and monotonicity properties of nonhomogeneous Poisson processes and record values. Probab En Inf Sci 2:475–484

    Article  MATH  Google Scholar 

  • Kamps U (1995) A concept of generalized order statistics. J Stat Plan Inference 48:1–23

    Article  MathSciNet  MATH  Google Scholar 

  • Kapodistria S, Psarrakos G (2012) Some extensions of the residual lifetime and its connection to the cumulative residual entropy. Probab Eng Inf Sci 26:129–146

    Article  MathSciNet  MATH  Google Scholar 

  • Krakowski M (1973) The relevation transform and a generalization of the gamma distribution function. Rev Française Automat Inform Rech Opér Sér Verte 7:107–120

    MathSciNet  MATH  Google Scholar 

  • Lau KS, Prakasa Rao BLS (1990) Characterization of the exponential distribution by the relevation transform. J Appl Probab 27:726–729

    Article  MathSciNet  MATH  Google Scholar 

  • Navarro J, Shaked M (2006) Hazard rate ordering of order statistics and systems. J Appl Probab 43:391–408

    Article  MathSciNet  MATH  Google Scholar 

  • Navarro J, Rychlik T (2007) Reliability and expectation bounds for coherent systems with exchangeable components. J Multivar Anal 98:102–113

    Article  MathSciNet  MATH  Google Scholar 

  • Navarro J, Hernandez PJ (2008) Negative mixtures, order statistics and systems. In: Arnold B, Balakrishnan N, Sarabia J, Mínguez R (eds) Advances in mathematical and statistical modelling, statistics for industry and technology. Birkhäuser, Boston, pp 89–100

  • Navarro J, Burkschat M (2011) Coherent systems based on sequential order statistics. Nav Res Logist 58:123–135

    Article  MathSciNet  MATH  Google Scholar 

  • Navarro J, Balakrishnan N, Samaniego FJ (2008a) Mixture representations of residual lifetimes of used systems. J Appl Probab 45:1097–1112

    Article  MathSciNet  MATH  Google Scholar 

  • Navarro J, Samaniego FJ, Balakrishnan N, Bhattacharya D (2008b) On the application and extension of system signatures in engineering reliability. Nav Res Logist 55:313–327

    Article  MathSciNet  MATH  Google Scholar 

  • Psarrakos G, Navarro J (2012) Generalized cumulative residual entropy and record values. Metrika. doi:10.1007/s00184-012-0408-6

  • Samaniego FJ (1985) On closure of the IFR class under formation of coherent systems. IEEE Trans Reliab TR–34:69–72

    Article  Google Scholar 

  • Samaniego FJ (2007) System signatures and their applications in engineering reliability. Springer, New York

    Book  MATH  Google Scholar 

  • Shanthikumar JG, Baxter LA (1985) Closure properties of the relevation transform. Nav. Res Logist Q 32:185–189

    Article  MathSciNet  MATH  Google Scholar 

  • Torrado N, Lillo RE, Wiper MP (2012) Sequential order statistics: ageing and stochastic orderings. Methodol Comput Appl Probab 14:579–596

    Article  MathSciNet  MATH  Google Scholar 

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Acknowledgments

We thank two referees for helpful comments that significantly improved the presentation of the results. JN is partially supported by Ministerio de Ciencia y Tecnología de España under grant MTM2009-08311 and Fundación Séneca (C.A.R.M.) under grant 08627/PI/08.

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Burkschat, M., Navarro, J. Asymptotic behavior of the hazard rate in systems based on sequential order statistics. Metrika 77, 965–994 (2014). https://doi.org/10.1007/s00184-013-0481-5

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