Many-dimensional observables on Łukasiewicz tribe: constructions, conditioning and conditional independence.
Tomás KroupaPublished in: Kybernetika (2005)
Keyphrases
- conditional independence
- possibility theory
- bayesian networks
- random variables
- graphical models
- structure learning
- probability distribution
- learning bayesian networks
- directed acyclic graph
- probability theory
- causal models
- gaussian model
- bayesian network structure
- statistical independence
- causal independence
- structure and parameter learning
- causal discovery
- probabilistic inference
- message passing
- markov blanket
- conditional independencies
- chain graphs