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