دانلود کتاب Bayesian inference for probabilistic risk assessment

فهرست مطالب :

Front Matter....Pages i-xii
Introduction and Motivation....Pages 1-6
Introduction to Bayesian Inference....Pages 7-13
Bayesian Inference for Common Aleatory Models....Pages 15-38
Bayesian Model Checking....Pages 39-50
Time Trends for Binomial and Poisson Data....Pages 51-60
Checking Convergence to Posterior Distribution....Pages 61-65
Hierarchical Bayes Models for Variability....Pages 67-88
More Complex Models for Random Durations....Pages 89-109
Modeling Failure with Repair....Pages 111-122
Bayesian Treatment of Uncertain Data....Pages 123-140
Bayesian Regression Models....Pages 141-163
Bayesian Inference for Multilevel Fault Tree Models....Pages 165-176
Additional Topics....Pages 177-199
Back Matter....Pages 201-225