Bayesian Inference for Probabilistic Risk Assessment

1. Introduction and Motivation
Dana Kelly, Curtis Smith

2. Introduction to Bayesian Inference
Dana Kelly, Curtis Smith

3. Bayesian Inference for Common Aleatory Models
Dana Kelly, Curtis Smith

4. Bayesian Model Checking
Dana Kelly, Curtis Smith

5. Time Trends for Binomial and Poisson Data
Dana Kelly, Curtis Smith

6. Checking Convergence to Posterior Distribution
Dana Kelly, Curtis Smith

7. Hierarchical Bayes Models for Variability
Dana Kelly, Curtis Smith

8. More Complex Models for Random Durations
Dana Kelly, Curtis Smith

9. Modeling Failure with Repair
Dana Kelly, Curtis Smith

10. Bayesian Treatment of Uncertain Data
Dana Kelly, Curtis Smith

11. Bayesian Regression Models
Dana Kelly, Curtis Smith

12. Bayesian Inference for Multilevel Fault Tree Models
Dana Kelly, Curtis Smith

13. Additional Topics
Dana Kelly, Curtis Smith

Nyckelord: Engineering, Quality Control, Reliability, Safety and Risk, Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences