Attempts at axiomatic description of conditional independence.
Milan StudenýPublished in: Kybernetika (1989)
Keyphrases
- conditional independence
- axiomatic characterization
- possibility theory
- bayesian networks
- random variables
- graphical models
- structure learning
- directed acyclic graph
- learning bayesian networks
- probability distribution
- causal models
- structure and parameter learning
- gaussian model
- probability theory
- bayesian network structure
- causal independence
- statistical independence
- conditional independencies
- belief propagation
- latent variables
- probabilistic graphical models
- markov property
- model selection
- knowledge representation