Multiple Testing of Conditional Independence Hypotheses Using Information-Theoretic Approach.
Malgorzata LazeckaJan MielniczukPublished in: MDAI (2021)
Keyphrases
- conditional independence
- causal models
- bayesian networks
- probability distribution
- learning bayesian networks
- graphical models
- random variables
- structure learning
- statistical independence
- structure and parameter learning
- chain graphs
- multiple hypotheses
- possibility theory
- directed acyclic graph
- gaussian model
- axiomatic characterization
- bayesian network structure
- causal discovery