Selfadhesivity in Gaussian conditional independence structures.
Tobias BoegePublished in: CoRR (2022)
Keyphrases
- conditional independence
- gaussian model
- random variables
- bayesian networks
- graphical models
- learning bayesian networks
- causal models
- probability distribution
- structure learning
- directed acyclic graph
- axiomatic characterization
- bayesian network structure
- statistical independence
- chain graphs
- possibility theory
- structure and parameter learning
- causal independence
- marginal distributions
- conditional independencies
- causal discovery
- probability theory
- belief propagation
- higher order