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Reliability Modelling : A Statistical Approach.
・ISBN 978-1-58488-014-1 paper GB£ 109.99
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| 著者・編者 | Wolstenholme, Linda C., |
|---|---|
| 出版社 | (Chapman & Hall/CRC, US) |
| 出版年月 | 1999 |
| ページ数 | 272 pp. |
| 言語 | ENG |
| ニュース番号 | ＜M25-5186 M25-9516＞ |
解説
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:
The final chapter provides snapshot introductions to a range of advanced models and presents two case studies that illustrate various ideas from throughout the book.