Keyphrases
- conditional independence
- bayesian networks
- random variables
- graphical models
- learning bayesian networks
- probability distribution
- causal models
- directed acyclic graph
- axiomatic characterization
- structure learning
- probability theory
- possibility theory
- gaussian model
- statistical independence
- conditional independencies
- bayesian network structure
- structure and parameter learning
- causal independence
- causal discovery
- belief propagation
- markov property
- mutual information
- probabilistic model