Practical 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...
Clasificación: | Libro Electrónico |
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Autores principales: | , |
Formato: | Electrónico eBook |
Idioma: | Inglés |
Publicado: |
Hoboken, NJ :
Wiley,
2019.
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Temas: | |
Acceso en línea: | Texto completo Texto completo |
Tabla de Contenidos:
- 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.