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On the linear degradation model with multiple failure modes

Author

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  • Firoozeh Haghighi
  • Mikhail Nikulin

Abstract

The purpose of this work is to develop statistical methods for using degradation measure to estimate a survival function for a linear degradation model. In this paper, we review existing methods and then describe a parametric approach. We focus on estimating the survival function. A simulation study is conducted to evaluate the performance of the estimating method and the method is illustrated using real data.

Suggested Citation

  • Firoozeh Haghighi & Mikhail Nikulin, 2010. "On the linear degradation model with multiple failure modes," Journal of Applied Statistics, Taylor & Francis Journals, vol. 37(9), pages 1499-1507.
    • Handle: RePEc:taf:japsta:v:37:y:2010:i:9:p:1499-1507
    DOI: 10.1080/02664760903055434
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    Cited by:

    1. Ensiyeh Nezakati & Mostafa Razmkhah & Firoozeh Haghighi, 2019. "Reliability analysis of a k-out-of-n:F system under a linear degradation model with calibrations," Annals of the Institute of Statistical Mathematics, Springer;The Institute of Statistical Mathematics, vol. 71(3), pages 537-552, June.

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