Screen LibraryPractical applications of Bayesian reliability /
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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| Main Authors: | |
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| Group Author: | |
| Published: |
Wiley,
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| Publisher Address: | Hoboken, NJ : |
| Publication Dates: | 2019. |
| Literature type: | Book |
| Language: | English |
| Subjects: | |
| Summary: |
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 engineers and scientists exactly what Bayesian analysis is, what its benefits are, and how they can apply the methods to solve their own problems. To help readers get started quickly, the book presents many Bayesian models that use JAGS and which require fewer than 10 lines of command. It also offers a nu |
| Carrier Form: | xvii, 300 pages : illustrations ; 25 cm |
| Bibliography: | Includes bibliographical references and index. |
| ISBN: |
9781119287971 1119287979 |
| Index Number: | QA279 |
| CLC: |
TB114.3 O212.8 |
| Call Number: | O212.8/L783 |
| 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. |