Conditional independence structures over four discrete random variables revisited: conditional Ingleton inequalities.
Milan StudenýPublished in: CoRR (2020)
Keyphrases
- conditional independence
- discrete random variables
- conditional probabilities
- bayesian networks
- random variables
- chain graphs
- probability distribution
- independence relations
- graphical models
- learning bayesian networks
- bayesian network structure
- structure learning
- causal models
- directed acyclic graph
- graphical structure
- probabilistic inference
- probabilistic model
- markov property
- axiomatic characterization
- structure and parameter learning
- statistical independence
- possibility theory
- probability theory
- belief networks
- training data
- markov blanket
- conditional independencies
- causal discovery
- machine learning