• DocumentCode
    884028
  • Title

    Percentiles of pivotal ratios for the MLE of the parameters of a Weibull regression model

  • Author

    Bugaighis, Mohamed M.

  • Author_Institution
    Dept. of Math., Moravian Coll., Bethlehem, PA, USA
  • Volume
    42
  • Issue
    1
  • fYear
    1993
  • fDate
    3/1/1993 12:00:00 AM
  • Firstpage
    97
  • Lastpage
    99
  • Abstract
    The maximum likelihood procedure provides efficient estimators for regression parameters of the power-rule model associated with the two-parameter Weibull distribution. Percentiles of three pivotal ratios related to the power-rule model for a two-parameter Weibull distribution are examined. It is shown that the distributions of these pivotal ratios are closely related to appropriate t and χ2 distributions. The regression equations given provide approximations to the percentiles of the pivotal ratios in terms of t and χ 2 distributions. Such approximations are appropriate in several practical situations where some accuracy can be sacrificed for expediency and tractability
  • Keywords
    maximum likelihood estimation; parameter estimation; reliability theory; statistical analysis; MLE; Weibull regression model; maximum likelihood procedure; percentiles; pivotal ratios; power-rule model; reliability; two-parameter Weibull distribution; Educational institutions; Equations; Life testing; Maximum likelihood estimation; Power engineering and energy; Reliability engineering; Reliability theory; State estimation; Stress; Weibull distribution;
  • fLanguage
    English
  • Journal_Title
    Reliability, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9529
  • Type

    jour

  • DOI
    10.1109/24.210277
  • Filename
    210277