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Accelerated Testing: Statistical Models, Test Plans, and Data Analysis (Wiley Series in Probability and Statistics), by Wayne B. Nelson
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The Wiley-Interscience Paperback Series consists of selected books that have been made more accessible to consumers in an effort to increase global appeal and general circulation. With these new unabridged softcover volumes, Wiley hopes to extend the lives of these works by making them available to future generations of statisticians, mathematicians, and scientists.
". . . a goldmine of knowledge on accelerated life testing principles and practices . . . one of the very few capable of advancing the science of reliability. It definitely belongs in every bookshelf on engineering."
–Dev G. Raheja, Quality and Reliability Engineering International
". . . an impressive book. The width and number of topics covered, the practical data sets included, the obvious knowledge and understanding of the author and the extent of published materials reviewed combine to ensure that this will be a book used frequently."
–Journal of the Royal Statistical Society
A benchmark text in the field, Accelerated Testing: Statistical Models, Test Plans, and Data Analysis offers engineers, scientists, and statisticians a reliable resource on the effective use of accelerated life testing to measure and improve product reliability. From simple data plots to advanced computer programs, the text features a wealth of practical applications and a clear, readable style that makes even complicated physical and statistical concepts uniquely accessible. A detailed index adds to its value as a reference source.
- Sales Rank: #1662398 in Books
- Published on: 1990-02
- Original language: English
- Number of items: 1
- Dimensions: 9.15" h x 1.08" w x 6.28" l, .0 pounds
- Binding: Hardcover
- 616 pages
Review
"…an essential resource for an statistician involved in product development and testing...available in an attractive and reasonably priced format." (Technometrics, August 2005)
"Researchers in insulation and engineers in general...will find this an outstanding reference book that will be used constantly." (IEEE Electrical Insulation Magazine, May/June 2005)
From the Publisher
In recent years, much useful methodology has been developed in accelerated testing--this book makes it available to practitioners. Many products last so long that life testing at design conditions is impractical. However, these products can be life-tested at high-stress conditions to yield failures quickly. Such testing saves much time and money--and analyses of data from an accelerated test yield needed information on product life at design (low stress) conditions. Presents practical, modern, statistical methods for accelerated testing including test models, analyses of data and plans for testing. Each topic is self-contained for easy reference. Coverage is broad and detailed enough to serve as a text or reference. Contains many real test examples along with data analyses, computer programs and references to the literature.
From the Back Cover
The Wiley-Interscience Paperback Series consists of selected books that have been made more accessible to consumers in an effort to increase global appeal and general circulation. With these new unabridged softcover volumes, Wiley hopes to extend the lives of these works by making them available to future generations of statisticians, mathematicians, and scientists.
". . . a goldmine of knowledge on accelerated life testing principles and practices . . . one of the very few capable of advancing the science of reliability. It definitely belongs in every bookshelf on engineering."
–Dev G. Raheja, Quality and Reliability Engineering International
". . . an impressive book. The width and number of topics covered, the practical data sets included, the obvious knowledge and understanding of the author and the extent of published materials reviewed combine to ensure that this will be a book used frequently."
–Journal of the Royal Statistical Society
A benchmark text in the field, Accelerated Testing: Statistical Models, Test Plans, and Data Analysis offers engineers, scientists, and statisticians a reliable resource on the effective use of accelerated life testing to measure and improve product reliability. From simple data plots to advanced computer programs, the text features a wealth of practical applications and a clear, readable style that makes even complicated physical and statistical concepts uniquely accessible. A detailed index adds to its value as a reference source.
Most helpful customer reviews
28 of 28 people found the following review helpful.
best book in accelerated testing
By Michael R. Chernick
Nelson is a private consultant who has worked on countless practical problems in reliability from his consulting practice and previous employment at General Electric. He is an excellent lecturer and writer. His earlier book "Applied Life Data Analysis" was considered to be one of the best texts on reliability.
This book is very thorough in its treatment of all aspects of accelerated testing and is filled with many good references. Nelson carefully defines the mathematical models which consist of two components, (1) an acceleration function which describes how the mean lifetime changes as a function of the acceleration factor and (2) a probability distribution that explains the random variability of outcomes at each acceleration factor. A particular mean function could be the Arrhenius relationship and the probability distribution could be exponential. Hence there is not a single Arrhenius acceleration model but rather an Arrhenius-exponential, an Arrhenius-lognormal or an Arrhenius-Weibull model. The book is filled with interesting theory and examples. Nelson provides excellent practical guidance based on his wealth of experience.
4 of 5 people found the following review helpful.
Great companion volume to Applied Life Data Analysis
By A Customer
I agree with the previous reviewer that this is the definitive classic in accelerated life testing. It's a great companion volume to Dr. Nelson's "Applied Life Data Analysis" which remains one of the best reliability textbooks ever written. I have noticed that all major reliability and accelerated testing programs use this book as their main reference - proof of the books usefulness. My only compaint is with the publishers for the steep price - now that they're bringing out a lower cost version of Applied Life Data Analysis, I hope they'll bring out a low-cost or paperback version of this classic as well.
1 of 1 people found the following review helpful.
Classic book on accellarated testing
By J. Meyer
The author comes from GE background which did extensive accelerated testing on a variety of product types. Introductory material in advanced statistical modeling of acceleration mechanism using different distribution functions: exp, gauss, weibull, and others. Excellent blend of math, statistics, and practical experimental techniques. A great reference book.
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