Bayesian Reliability

Language: English

Published by Springer New York Jul 2008, 2008

0387779485 / 9780387779485

Series: Book 103 of 160 - Springer Series in Statistics

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Seller: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, GermanyBuchWeltWeit Ludwig Meier e.K.

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This item is printed on demand - it takes 3-4 days longer - Neuware -Bayesian Reliability presents modern methods and techniques for analyzing reliability data from a Bayesian perspective. The adoption and application of Bayesian methods in virtually all branches of science and engineering have significantly increased over the past few decades. This increase is largely due to advances in simulation-based computational tools for implementing Bayesian methods.The authors extensively use such tools throughout this book, focusing on assessing the reliability of components and systems with particular attention to hierarchical models and models incorporating explanatory variables. Such models include failure time regression models, accelerated testing models, and degradation models. The authors pay special attention to Bayesian goodness-of-fit testing, model validation, reliability test design, and assurance test planning. Throughout the book, the authors use Markov chain Monte Carlo (MCMC) algorithms for implementing Bayesian analyses -- algorithms that make the Bayesian approach to reliability computationally feasible and conceptually straightforward.This book is primarily a reference collection of modern Bayesian methods in reliability for use by reliability practitioners. There are more than 70 illustrative examples, most of which utilize real-world data. This book can also be used as a textbook for a course in reliability and contains more than 160 exercises.Noteworthy highlights of the book include Bayesian approaches for the following:Goodness-of-fit and model selection methodsHierarchical models for reliability estimationFault tree analysis methodology that supports data acquisition at all levels in the treeBayesian networks in reliability analysisAnalysis of failure count and failure time data collected from repairable systems, and the assessment of various related performance criteriaAnalysis of nondestructive and destructive degradation dataOptimal design of reliability experimentsHierarchical reliability assurance testing 436 pp. Englisch.

Seller Inventory # 9780387779485

Title
Bayesian Reliability
Author
Michael S Hamada
Publisher
Springer New York Jul 2008
Publication year
2008
Condition
Neu
Binding
Buch
Language
English
ISBN 10
0387779485
ISBN 13
9780387779485
Item weight
766 grams
Dimensions
240x164x24 mm
Series
Book 103 of 160: Springer Series in Statistics

BuchWeltWeit Ludwig Meier e.K.

Bergisch Gladbach, Germany

5-star seller

AbeBooks seller since January 11, 2012

Shipping rates from Germany to U.S.A.

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BuchWeltWeit Ludwig Meier e.K.

Germany