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Reliability Modelling: A Statistical Approach

Reliability Modelling: A Statistical Approach

Paperback

Business GeneralProbability & Statistics

ISBN10: 1584880147
ISBN13: 9781584880141
Publisher: CRC Press
Published: Jun 25 1999
Pages: 272
Weight: 0.83
Height: 0.57 Width: 6.02 Depth: 8.91
Language: English

Reliability is an essential concept in mathematics, computing, research, and all disciplines of engineering, and reliability as a characteristic is, in fact, a probability. Therefore, in this book, the author uses the statistical approach to reliability modelling along with the MINITAB software package to provide a comprehensive treatment of modelling, from the basics through advanced modelling techniques.

The book begins by presenting a thorough grounding in the elements of modelling the lifetime of a single, non-repairable unit. Assuming no prior knowledge of the subject, the author includes a guide to all the fundamentals of probability theory, defines the various measures associated with reliability, then describes and discusses the more common lifetime models: the exponential, Weibull, normal, lognormal and gamma distributions. She concludes the groundwork by looking at ways of choosing and fitting the most appropriate model to a given data set, paying particular attention to two critical points: the effect of censored data and estimating lifetimes in the tail of the distribution.

The focus then shifts to topics somewhat more difficult:

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Probability & Statistics