• DocumentCode
    1183265
  • Title

    Review: likelihood method for fitting Weibull log-linear models to accelerated life-test data

  • Author

    Watkins, Alan J.

  • Author_Institution
    European Bus. Manage. Sch., Univ. Coll. of Swansea, UK
  • Volume
    43
  • Issue
    3
  • fYear
    1994
  • fDate
    9/1/1994 12:00:00 AM
  • Firstpage
    361
  • Lastpage
    365
  • Abstract
    The analysis of data from accelerated life-test experiments via the method of maximum likelihood estimation must, for a Weibull log-linear model, be performed numerically. This paper promotes a particular log-likelihood as the basis for such inferences, and introduces notation and formulae to aid the implementation of various numerical methods. Two examples illustrate the performance of a widely-used maximization technique; these examples indicate that the performance of this technique compares favorably with that from commercially available software
  • Keywords
    life testing; maximum likelihood estimation; reviews; Weibull log-linear models; accelerated life-test data; censored data; life-stress relationship; likelihood method; maximization technique; maximum likelihood estimation; Acceleration; Data analysis; Educational institutions; Life estimation; Maximum likelihood estimation; Parameter estimation; Shape; Stress; Testing; Weibull distribution;
  • fLanguage
    English
  • Journal_Title
    Reliability, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9529
  • Type

    jour

  • DOI
    10.1109/24.326426
  • Filename
    326426