Regular vines with strongly chordal pattern of (conditional) independence.
Kailun ZhuDorota KurowickaPublished in: Comput. Stat. Data Anal. (2022)
Keyphrases
- conditional independence
- bayesian networks
- graphical models
- random variables
- learning bayesian networks
- probability distribution
- causal models
- structure learning
- regular patterns
- gaussian model
- possibility theory
- axiomatic characterization
- structure and parameter learning
- probability theory
- directed acyclic graph
- conditional independencies
- bayesian network structure
- statistical independence
- causal discovery
- causal independence
- chain graphs
- probabilistic inference
- neural network
- generative model