Bayesian Reliability

Released on by Michael S. Hamada
preview-18

  • Bayesian Reliability Book Detail

  • Author : Michael S. Hamada
  • Release Date : 2008-08-15
  • Publisher : Springer Science & Business Media
  • Genre : Mathematics
  • Pages : 445
  • ISBN 13 : 0387779507
  • File Size : 65,65 MB
DOWNLOAD BOOK

Bayesian Reliability by Michael S. Hamada PDF Summary

Book Description: 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 methods Hierarchical models for reliability estimation Fault tree analysis methodology that supports data acquisition at all levels in the tree Bayesian networks in reliability analysis Analysis of failure count and failure time data collected from repairable systems, and the assessment of various related performance criteria Analysis of nondestructive and destructive degradation data Optimal design of reliability experiments Hierarchical reliability assurance testing

Disclaimer: www.yourbookbest.com does not own Bayesian Reliability books pdf, neither created or scanned. We just provide the link that is already available on the internet, public domain and in Google Drive. If any way it violates the law or has any issues, then kindly mail us via contact us page to request the removal of the link.

Bayesian Reliability

Bayesian Reliability

File Size : 59,59 MB
Total View : 7185 Views
DOWNLOAD

Bayesian Reliability presents modern methods and techniques for analyzing reliability data from a Bayesian perspective. The adoption and application of Bayesian

System Reliability Theory

System Reliability Theory

File Size : 98,98 MB
Total View : 2160 Views
DOWNLOAD

A thoroughly updated and revised look at system reliability theory Since the first edition of this popular text was published nearly a decade ago, new standards

Bayesian Reliability Analysis

Bayesian Reliability Analysis

File Size : 21,21 MB
Total View : 8677 Views
DOWNLOAD

A comprehensive collection of and introduction to the major advances in Bayesian reliability analysis techniques developed during the last two decades, in textb