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Variance residual life function based on double truncation

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Abstract

Since, most of the real observations in industrial and reliability studies, are left, right or doubly truncated data, studying the reliability concepts of the components of a system or a device based on conditional random variables, are important and usual. One of the important and applicable reliability concepts, that recently has gathered the attention of the researchers, is the variance residual life. In this paper, we try to study some of the reliability properties of the variance residual life based on doubly truncated data. Its monotonicity properties and relations with doubly truncated mean residual life and doubly truncated residual coefficient of variation are discussed. Furthermore, the lower (upper) bound for it under some conditions is obtained. We also discuss and find the similar results for discrete random ageing which its differences with the continuous case, are noticeable. Finally, some examples due to this subject are mentioned.

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References

  • Abu-Youssef, S.E.: Nonparametric test for monotone variance residual life class of life distributions with hypothesis testing applications. Appl. Math. Comput. 158, 817–826 (2004)

    Article  MathSciNet  MATH  Google Scholar 

  • Abu-Youssef, S.E.: Testing decreasing (increasing) variance residual class of life distributions using kernel method. Appl. Math. Sci. 1, 1915–1927 (2007)

    MathSciNet  MATH  Google Scholar 

  • Abu-Youssef, S.E.: A goodness of fit approach to monotone variance residual life class of life distributions. Appl. Math. Sci. 3(15), 715–724 (2009)

    MathSciNet  MATH  Google Scholar 

  • Al-Zahrani, B., Stoyanov, J.: On some properties of life distributions with increasing elasticity and log-concavity. Appl. Math. Sci. 2(48), 2349–2361 (2008)

    MathSciNet  MATH  Google Scholar 

  • Ahmad, A.A.: Moments of order statistics from doubly truncated continuous distributions and characterizations. Statistics 35(4), 479–494 (2001)

    Google Scholar 

  • Bairamov, I., Gebizlioglu, O.: On the characterizations of distributions through the properties of conditional expectations of order statistics. In: Balakrishnan, N., Bairamov, I., Gebizlioglu, O.L. (eds.) Advances in Models, Characterizations and Applications. Chapman and Hall/CRC Press, Boca Raton (2005)

    Google Scholar 

  • Barlow, R.E., Proschan, F.: Statistical theory of reliability and life testing: probability models. To Begin With, Silver-Spring (1981)

    Google Scholar 

  • Betensky, R.A., Martin, E.C.: Commentary: failure-rate functions for doubly truncated random variables. IEEE Trans. Reliab. 52(1), 7–8 (2003)

    Article  Google Scholar 

  • Block, H.W., Savits, T.H., Singh, H.: A criterion for burn-in that balances mean residual life and residual variance. Oper. Res. 50(2), 290–296 (2002)

    Article  MathSciNet  MATH  Google Scholar 

  • El-Arishi, S.: A conditional variance characterization of some discrete probability distributions. Stat. Pap. 46, 31–45 (2005)

    Article  Google Scholar 

  • Gupta, R.C.: On the monotonic properties of the residual variance and their application in reliability. J. Stat. Plan. Inference 16, 329–335 (1987)

    Article  MATH  Google Scholar 

  • Gupta, R.C.: Variance residual life function in reliability studies. METRON Int. J. Stat. LXIV 3, 343–355 (2006)

    Google Scholar 

  • Gupta, R.C., Kirmani, S.N.U.A., Launer, R.L.: On life distributions having monotone residual variance. Probab. Eng. Inf. Sci. 1, 299–307 (1987)

    Article  MATH  Google Scholar 

  • Gupta, R.C., Kirmani, S.N.U.A.: Residual life function in reliability studies. In: Basu, A.P., Basu, S.K., Mukhopadhyay, S. (eds.) Fronteriors of Reliability. World Scientific, New Jersey (1998)

    Google Scholar 

  • Gupta, R.C., Kirmani, S.N.U.A.: Residual coefficient of variation and some characterization results. J. Stat. Plan. Inference 91, 23–31 (2000)

    Article  MathSciNet  MATH  Google Scholar 

  • Gupta, R.C., Kirmani, S.N.U.A.: Moments of residual life and some characterization results. J. Appl. Stat. Sci. 13(2), 155–167 (2004)

    MathSciNet  MATH  Google Scholar 

  • Karlin, S. Some results on optimal partinioning of variance and monotonicity with truncation level, In: kallianpur, G., Krishnaiah, P.R., Ghosh, J.K. (eds.) Statistics and Probability: Essays in Honor of C. R. Rao. North Holland Publishing Co., North Holland, pp. 375–382

  • Khorashadizadeh, M., Rezaei Roknabadi, A.H., Mohtashami Borzadaran, G.R.: Variance residual life function in discrete random ageing. METRON Int. J. Stat. LXVIII 1, 67–75 (2010)

    MathSciNet  Google Scholar 

  • Khorashadizadeh, M., Rezaei Roknabadi, A.H., Mohtashami Borzadaran, G.R.: Characterizations of lifetime distributions based on doubly truncated mean residual life and mean past to failure. Commun. Stat. Theory Methods 41(6), 1105–1115 (2012)

    Article  MATH  Google Scholar 

  • Lai, C.D., Xie, M.: Stochastic Ageing and Dependence for Reliability. Springer, New York (2006)

    MATH  Google Scholar 

  • Launer, R.L.: Inequalities for NBUE and NWUE life distributions. Oper. Res. 32(3), 660–667 (1984)

    Article  MathSciNet  MATH  Google Scholar 

  • Navarro, J., Ruiz, J.M.: Failure-rate function for doubly-truncated random variables. IEEE Trans. Reliab. 45(4), 685–690 (1996)

    Article  Google Scholar 

  • Navarro, J., Ruiz, J.M.: Characterizations from relationships between failure rate functions and conditional moments. Commun. Stat. Theory Methods 33(12), 3159–3171 (2004)

    Article  MathSciNet  MATH  Google Scholar 

  • Navarro, J., Ruiz, J.M., Zoroa, N.: A unified approach to characterization problems using conditional expectations. J. Stat. Plan. Inference 69, 193207 (1998)

    Article  MathSciNet  Google Scholar 

  • Poursaeed, M.H., Nematollahi, A.R.: On the mean past and the mean residual life under double monitoring. Commun. Stat. Theory Methods 37(7), 1119–1133 (2008)

    Article  MathSciNet  MATH  Google Scholar 

  • Ruiz, J.M., Navarro, J.: Characterization of distributions by relationships between failure rate and mean residual life. IEEE Trans. Reliab. 43(4), 640–644 (1994)

    Article  Google Scholar 

  • Ruiz, J.M., Navarro, J.: Characterization of discrete distributions using expected values. Stat. Pap. 36, 237–252 (1995)

    Article  MathSciNet  MATH  Google Scholar 

  • Ruiz, J.M., Navarro, J.: Characterization based on conditional expectations of the doubled truncated distribution. Ann. Inst. Stat. Math. 48(3), 563–572 (1996)

    Article  MathSciNet  MATH  Google Scholar 

  • Sankaran, P.G., Sunoj, S.M.: Identification of models using failure rate and mean residual life of doubly truncated random variables. Stat. Pap. 45, 97–109 (2004)

    Article  MathSciNet  MATH  Google Scholar 

  • Sunoj, S.M., Sankaran, P.G., Maya, S.S.: Characterizations of life distributions using conditional expectations of doubly (interval) truncated random variables. Commun. Stat. Theory Methods 38(9), 1441–1452 (2009)

    Article  MathSciNet  MATH  Google Scholar 

  • Su, J.C., Huang, W.J.: Characterizations based on conditional expectations. Stat. Pap. 41, 423–435 (2000)

    Article  MathSciNet  MATH  Google Scholar 

  • Zacks, S.: Introduction to Reliability Analysis Probability Models and Methods. Springer, New York (1992)

    Book  MATH  Google Scholar 

Download references

Acknowledgments

The authors are grateful to the associate editor and referees for their valuable comments which improved the paper. This research was supported by a grant from Ferdowsi University of Mashhad (No. MS89199GMB).

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Correspondence to M. Khorashadizadeh.

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G. R. Mohtashami Borzadaran is a member of Ordered and Spatial Data Center of Excellence of Ferdowsi University of Mashhad, Iran.

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Khorashadizadeh, M., Roknabadi, A.H.R. & Borzadaran, G.R.M. Variance residual life function based on double truncation. METRON 71, 175–188 (2013). https://doi.org/10.1007/s40300-013-0013-0

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