Reliability and Risk: Wiley Series in Probability and Statistics
Autor Nozer D Singpurwallaen Limba Engleză Hardback – 11 sep 2006
--Dennis V. Lindley "This is a wonderful book--well written, exceptionally wide-ranging in its coverage of reliability and risk concepts and applications, and coherently focused throughout by its Bayesian perspective."
--Adrian F. M. Smith, Queen Mary, University of London, UK
"This groundbreaking book should be invaluable to those who wish to understand reliability and survival analysis from the modern Bayesian perspective."
--Joseph B. Kadane, Carnegie Mellon University, Pittsburgh, USA
We all like to know how reliable and how risky certain situations are, and our increasing reliance on technology has led to the need for more precise assessments than ever before. Such precision has resulted in efforts both to sharpen the notions of risk and reliability, and to quantify them. Quantification is required for normative decision-making, especially decisions pertaining to our safety and wellbeing. Increasingly in recent years Bayesian methods have become key to such quantifications.
Reliability and Risk provides a comprehensive overview of the mathematical and statistical aspects of risk and reliability analysis, from a Bayesian perspective. This book sets out to change the way in which we think about reliability and survival analysis by casting them in the broader context of decision-making. This is achieved by:
- Providing a broad coverage of the diverse aspects of reliability, including: multivariate failure models, dynamic reliability, event history analysis, non-parametric Bayes, competing risks, co-operative and competing systems, and signature analysis.
- Covering the essentials of Bayesian statistics and exchangeability, enabling readers who are unfamiliar with Bayesian inference to benefit from the book.
- Introducing the notion of "composite reliability", or the collective reliability of a population of items.
- Discussing the relationship between notions of reliability and survival analysis and econometrics and financial risk.
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Specificații
ISBN-13: 9780470855027
ISBN-10: 0470855029
Pagini: 400
Dimensiuni: 173 x 248 x 27 mm
Greutate: 0.89 kg
Editura: Wiley
Seria Wiley Series in Probability and Statistics
Locul publicării:Chichester, United Kingdom
ISBN-10: 0470855029
Pagini: 400
Dimensiuni: 173 x 248 x 27 mm
Greutate: 0.89 kg
Editura: Wiley
Seria Wiley Series in Probability and Statistics
Locul publicării:Chichester, United Kingdom
Public țintă
Researchers and graduate students from statistics and biostatistics, as well people working in engineering, reliability, and risk with a good background in statistics.Notă biografică
Nozer D. Singpurwalla is the author of Reliability and Risk: A Bayesian Perspective, published by Wiley.
Descriere
Reliability & Risk: A Bayesian Perspective addresses the need for a sound introduction to the mathematical and statistical aspects of reliability analysis from a Bayesian perspective. It features many real examples, taken from the author's vast experience, and lots of applications from reliability engineering.