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The authors of this monograph have developed a large and important class of survival analysis models that generalize most of the existing models. In a unified, systematic presentation, this monograph fully details those models and explores areas of accelerated life testing usually only touched upon in the literature.
Accelerated Life Models: Modeling and Statistical Analysis presents models, methods of data collection, and statistical analysis for failure-time regression data in accelerated life testing and for degradation data with explanatory variables. In addition to the classical results, the authors devote considerable attention to models with time-varying explanatory variables and to methods of semiparametric estimation. They also examine the simultaneous analysis of degradation and failure-time data when the intensities of failure in different modes depend on the level of degradation and the values of explanatory variables.
The authors avoid technical details by explaining the ideas and referring to resources where thorough analysis can be found. Whether used for teaching, research or general reference, Accelerated Life Models: Modeling and Statistical Analysis provides new and known models and modern methods of accelerated life data analysis.
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Previews available in: English
Subjects
Accelerated life testing, Statistical methods, Mathematical models, Business, Nonfiction, Engineering, Statistical Models, Theoretical Models, Time Factors, Essais accélérés (Technologie), Modèles mathématiques, Méthodes statistiques, TECHNOLOGY & ENGINEERING, Engineering (General), Reference, Matematiska modeller, Statistisk metodShowing 3 featured editions. View all 3 editions?
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1
Accelerated life models: modeling and statistical analysis
2002, Chapman & Hall/CRC
in English
1584881860 9781584881865
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2
Accelerated Life Models
2001, Taylor and Francis
Electronic resource
in English
1420035878 9781420035872
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3
Accelerated Life Models: Modeling and Statistical Analysis
November 28, 2001, Chapman & Hall/CRC
Hardcover
in English
- 1st edition
1584881860 9781584881865
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- Created June 18, 2010
- 4 revisions
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September 16, 2021 | Edited by ImportBot | import existing book |
July 31, 2012 | Edited by VacuumBot | Updated format 'electronic resource' to 'Electronic resource' |
June 19, 2010 | Edited by ImportBot | Added new cover |
June 18, 2010 | Created by ImportBot | Imported from marc_overdrive MARC record |