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Titlebook: Introduction to Reliability Analysis; Probability Models a Shelemyahu Zacks Textbook 1992 Springer-Verlag New York, Inc. 1992 Parameter.Poi

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书目名称Introduction to Reliability Analysis
副标题Probability Models a
编辑Shelemyahu Zacks
视频video
丛书名称Springer Texts in Statistics
图书封面Titlebook: Introduction to Reliability Analysis; Probability Models a Shelemyahu Zacks Textbook 1992 Springer-Verlag New York, Inc. 1992 Parameter.Poi
描述Reliability analysis is concerned with the analysis of devices and systems whose individual components are prone to failure. This textbook presents an introduction to reliability analysis of repairable and non-repairable systems. It is based on courses given to both undergraduate and graduate students of engineering and statistics as well as in workshops for professional engineers and scientists. As aresult, the book concentrates on the methodology of the subject and on understanding theoretical results rather than on its theoretical development. An intrinsic aspect of reliability analysis is that the failure of components is best modelled using techniques drawn from probability and statistics. Professor Zacks covers all the basic concepts required from these subjects and covers the main modern reliability analysis techniques thoroughly. These include: the graphical analysis of life data, maximum likelihood estimation and bayesian likelihood estimation. Throughout the emphasis is on the practicalities of the subject with numerous examples drawn from industrial and engineering settings.
出版日期Textbook 1992
关键词Parameter; Poisson distribution; Poisson process; Random variable; Variance; approximation; binomial distr
版次1
doihttps://doi.org/10.1007/978-1-4612-2854-7
isbn_softcover978-1-4612-7697-5
isbn_ebook978-1-4612-2854-7Series ISSN 1431-875X Series E-ISSN 2197-4136
issn_series 1431-875X
copyrightSpringer-Verlag New York, Inc. 1992
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Springer Texts in Statisticshttp://image.papertrans.cn/i/image/474131.jpg
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Estimation of Life Distributions and System Characteristics,stem as a function of the reliabilities of its components. In Chapter 5 we touched upon some problems of estimating some interesting parameters of life distributions. The estimation methods discussed there are based on graphical analysis of probability plots. These methods, though often coarse and imprecise, do provide quick estimates.
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Maximum Likelihood Estimators and Confidence Intervals for Specific Life Distributions,.3 and 2.5. All these estimators relate to complete sample data on time till failure. The required adjustments for censored data were discussed in Section 6.4. We also include (whenever available) formulae for the exact confidence limits for the parameters. Formulae for the asymptotic confidence limits are given for all cases.
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Bayesian Reliability Estimation and Prediction,It is often the case that some information is available on the parameters of the life distributions from prior experiments or prior analysis of failure data. The Bayesian approach provides the methodology for formal incorporation of prior information with the current data.
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978-1-4612-7697-5Springer-Verlag New York, Inc. 1992
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1431-875X resents an introduction to reliability analysis of repairable and non-repairable systems. It is based on courses given to both undergraduate and graduate students of engineering and statistics as well as in workshops for professional engineers and scientists. As aresult, the book concentrates on the
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Life Distributions, Models and Their Characteristics,arises when the units are observed only at discrete time points . ., . ., ···. The number of failures among the . tested units is recorded for each inter-inspection time interval. Let . ., . ., ···, denote the number of units failing in the time intervals [0, t.), [. ., . .), ···. These are . random variables representing failure counts.
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