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Bayesian Inference for Probabilistic Risk Assessment [2011]

1
Introduction and Motivation
2
Introduction to Bayesian Inference
3
Bayesian Inference for Common Aleatory Models
4
Bayesian Model Checking
5
Time Trends for Binomial and Poisson Data
6
Checking Convergence to Posterior Distribution
7
Hierarchical Bayes Models for Variability
8
More Complex Models for Random Durations
9
Modeling Failure with Repair
10
Bayesian Treatment of Uncertain Data
11
Bayesian Regression Models
12
Bayesian Inference for Multilevel Fault Tree Models
13
Additional Topics
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