Conditional Independence in A Coherent Finite Setting.
Barbara VantaggiPublished in: Ann. Math. Artif. Intell. (2001)
Keyphrases
- conditional independence
- bayesian networks
- graphical models
- random variables
- probability distribution
- structure learning
- learning bayesian networks
- causal models
- directed acyclic graph
- structure and parameter learning
- possibility theory
- axiomatic characterization
- bayesian network structure
- gaussian model
- statistical independence
- probability theory
- causal discovery
- hidden markov models
- chain graphs
- belief propagation
- state space
- learning algorithm
- markov blanket
- markov property
- conditional probabilities