Sensitivity analysis on causal chains of Bayesian networks.
Cuirong YangMingzhe WangPublished in: Int. J. Intell. Syst. (2011)
Keyphrases
- sensitivity analysis
- bayesian networks
- causal relationships
- managerial insights
- causal independence
- influence diagrams
- causal discovery
- probabilistic inference
- causal networks
- markov blanket
- conditional independence
- structure learning
- probability distribution
- graphical models
- probabilistic reasoning
- parameter learning
- probabilistic model
- conditional probabilities
- variational inequalities
- inference in bayesian networks
- learning bayesian networks
- bayesian network learning
- causal bayesian networks
- random variables
- approximate inference
- causal knowledge
- incomplete data
- decision variables
- naive bayes
- decision trees
- causal relations
- expert knowledge
- causal reasoning
- bayesian network classifiers
- complex domains
- causal models