Strong Conditional Independence for Credal Sets.
Serafín MoralAndrés CanoPublished in: Ann. Math. Artif. Intell. (2002)
Keyphrases
- conditional independence
- bayesian networks
- graphical models
- random variables
- structure learning
- probability distribution
- causal models
- learning bayesian networks
- axiomatic characterization
- credal networks
- directed acyclic graph
- bayesian network structure
- markov property
- independence relations
- statistical independence
- probability theory
- conditional independencies
- structure and parameter learning
- parameter learning
- possibility theory
- markov blanket
- chain graphs
- conditional independence tests