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Bayesian Inference for Probabilistic Risk Assessment [2011]
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Introduction and Motivation
- 2
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Introduction to Bayesian Inference
- 3
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Bayesian Inference for Common Aleatory Models
- 4
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Bayesian Model Checking
- 5
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Time Trends for Binomial and Poisson Data
- 6
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Checking Convergence to Posterior Distribution
- 7
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Hierarchical Bayes Models for Variability
- 8
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More Complex Models for Random Durations
- 9
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Modeling Failure with Repair
- 10
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Bayesian Treatment of Uncertain Data
- 11
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Bayesian Regression Models
- 12
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Bayesian Inference for Multilevel Fault Tree Models
- 13
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Additional Topics