Practical applications of Bayesian reliability /

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Demonstrates how to solve reliability problems using practical applications of Bayesian models This self-contained reference provides fundamental knowledge of Bayesian reliability and utilizes numerous examples to show how Bayesian models can solve real life reliability problems. It teaches engineer...

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Bibliographic Details
Call Number:Libro Electrónico
Main Authors: Liu, Yan (Author), Abeyratne, Athula I. (Author)
Format: Electronic eBook
Language:Inglés
Published: Hoboken, NJ : Wiley, 2019.
Subjects:
Bayesian statistical decision theory.
Reliability (Engineering) > Statistical methods.
Théorie de la décision bayésienne.
MATHEMATICS > Applied.
MATHEMATICS > Probability & Statistics > General.
Bayesian statistical decision theory
Reliability (Engineering) > Statistical methods
Online Access:Texto completo
Texto completo
Table of Contents:
  • Basic Concepts of Reliability Engineering
  • Basic Concepts of Bayesian Statistics and Models
  • Bayesian Computation
  • Reliability Distributions (Bayesian Perspective)
  • Reliability Demonstration Testing
  • Capability and Design for Reliability
  • System Reliability Bayesian Model
  • Bayesian Hierarchical Model
  • Regression Models
  • Appendix A Guidance for Installing R, R Studio, JAGS, and rjags
  • Appendix B Commonly Used R Commands
  • Appendix C Probability Distributions
  • Appendix D Jeffreys Prior.

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