Applied Life Data Analysis (eBook)

(Autor)

eBook Download: PDF
2005 | 1. Auflage
656 Seiten
John Wiley & Sons (Verlag)
978-0-471-72522-0 (ISBN)

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Applied Life Data Analysis - Wayne B. Nelson
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WILEY-INTERSCIENCE PAPERBACK SERIES

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.

"Many examples drawn from the author's experience of
engineering applications are used to illustrate the theoretical
results, which are presented in a cookbook fashion...it provides an
excellent practical guide to the analysis of product-life
data."

-T.M.M. Farley

Special Programme of Research in Human Reproduction

World Health Organization

Geneva, Switzerland

Review in Biometrics, September 1983

Now a classic, Applied Life Data Analysis has been widely
used by thousands of engineers and industrial statisticians to
obtain information from life data on consumer, industrial, and
military products. Organized to serve practitioners, this book
starts with basic models and simple informative probability plots
of life data. Then it progresses through advanced analytical
methods, including maximum likelihood fitting of advanced models to
life data. All data analysis methods are illustrated with numerous
clients' applications from the author's consulting experience.

DR. WAYNE NELSON IS AWARDED THE SHEWHART MEDAL American Society for Quality awarded Dr. Wayne Nelson of Schenectady, New York the 2003 Shewhart Medal. The Medal honors his outstanding technical leadership, particularly for innovative developments and applications of theory and methods for analyzing quality, reliability, and accelerated test data, and for widely disseminating such developments through his books and many publications, talks, and courses. The Shewhart Medal for outstanding technical leadership is named after Dr. Walter A. Shewhart, who pioneered statistical methods for controlling and improving the quality of manufactured products. These methods contributed significantly to the United States' war effort in World War II. Subsequently taken to Japan by Dr. W. Edwards Deming, these methods revolutionized Japan's industries. Today these methods are part of widely used Six Sigma training on how to improve the quality of products and services. The American Society for Quality is the world's largest professional society dedicated to the improved quality of products and services. It serves its members and the public through a variety of educational activities, including conferences, training courses, journals, and books. Dr. Nelson is a graduate of the California Institute of Technology (Caltech) and the University of Illinois. Formerly with GE Research & Development, he now privately consults and gives courses for companies, professional societies, and universities. For his technical contributions, he was elected a Fellow of the American Society for Quality, the American Statistical Association, and the Institute of Electrical and Electronic Engineers. He recently spent four months in Argentina on a Fulbright Award, lecturing on analysis of product reliability data.

Preface to the Paperback Edition.

Preface.

About the Author.

1. Overview and Background.

2. Basic Concepts and Distributions for Product Life.

3. Probability Plotting of Complete and Singly Censored
Data.

4. Graphical Analysis of Multiply Censored Data.

5. Series Systems and Competing Risks.

6. Analysis of Complete Data.

7. Linear Methods for Singly Censored Data.

8. Maximum Likelihood Analysis of Multiply Censored Data.

9. Analyses of Inspection Data (Qualtal-Response and Interval
Data).

10. Comparisons (Hypothesis Tests) For Complete Data.

11. Comparisons with Linear Estimators (Singly Censored and
Complete Data).

12. Maximum Likelihood Comparisons (Multiply Censored and Other
Data).

13. Survey of Other Topics.

Appendix A. Tables..

References.

Index.

"...a significant and comprehensive resource...available in an
attractive and reasonably priced format." (Technometrics,
August 2005)

"...an excellent addition to a six-sigma program...as well as a
useful resource for the reliability engineer or student in
statistics. The book is also applicable to many other fields..."
(IEEE Electrical Insulation Magazine, July/August 2005)

"...extremely useful for courses on life data
analysis, statistical quality control and product marketing."
(Zentralblatt Math, Vol.1054, No.05, 2005)

Erscheint lt. Verlag 25.2.2005
Reihe/Serie Wiley Series in Probability and Statistics
Wiley Series in Probability and Statistics
Sprache englisch
Themenwelt Mathematik / Informatik Mathematik Angewandte Mathematik
Mathematik / Informatik Mathematik Statistik
Mathematik / Informatik Mathematik Wahrscheinlichkeit / Kombinatorik
Technik Maschinenbau
Wirtschaft Betriebswirtschaft / Management Unternehmensführung / Management
Schlagworte Angew. Wahrscheinlichkeitsrechn. u. Statistik / Lebensdaueranalyse • Applied Probability & Statistics - Survival Analysis • Statistics • Statistik
ISBN-10 0-471-72522-6 / 0471725226
ISBN-13 978-0-471-72522-0 / 9780471725220
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