On Deducing Conditional Independence from d-Separation in Causal Graphs with Feedback (Research Note)
Radford M. NealPublished in: CoRR (2011)
Keyphrases
- conditional independence
- causal graph
- causal models
- causal discovery
- bayesian networks
- structure learning
- random variables
- probability distribution
- directed acyclic graph
- planning problems
- graphical models
- conditional independencies
- possibility theory
- causal relationships
- state variables
- general purpose
- axiomatic characterization
- dynamic environments