Statistical methods in reliability theory and practice

Bibliographic Information

Statistical methods in reliability theory and practice

Brian D. Bunday

(Ellis Horwood series in mathematics and its applications, . Statistics, operational research and computational mathematics)

E. Horwood, 1991

Available at  / 13 libraries

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Note

Includes bibliographical references and index

Description and Table of Contents

Description

Aimed at reliability engineers undertaking courses in statistics, this is a text on reliability theory and practice. The author emphasizes the statistical methods needed in connection with modelling, estimation and inference in reliability studies and this, coupled with the inclusion of much original material of practical interest, has created a text that should appeal to engineers and statisticians, and provide a valuable teaching aid in statistical methodology. The author deploys his expertise in optimization to good effect; among the number of original elements included is a clear and impartial comparison of Bayesian with other statistical procedures. Exercises with solutions are provided at the end of every chapter. A reasonable background in mathematical methods, together with some knowledge and experience of elementary statiscts, is a prerequisite to a full understanding of this new text.

Table of Contents

  • Lifetime distributions
  • the mean lifetime, the residual lifetime
  • some important distributions
  • some other models
  • life tables and censoring
  • estimation of the survivor function
  • estimation and inference from censored samples
  • estimation and inference for other models
  • stochastic models 1
  • stochastic models 2
  • renewal processes
  • some simple availability models
  • explanatory variables - the proportional hazards model
  • analysis for the proportional hazards model
  • bayesian methods for reliability
  • bayesian analysis in a reliability context.

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