A Characterization of Interventional Distributions in Semi-Markovian Causal Models.
Jin TianChangsung KangJudea PearlPublished in: AAAI (2006)
Keyphrases
- causal models
- causal discovery
- causal relations
- causal relationships
- structural model
- conditional independence
- structural equation models
- causal inference
- causal reasoning
- directed acyclic graph
- probability distribution
- causal structure
- causal graph
- patient specific
- minimally invasive
- random variables
- observational data
- reinforcement learning
- tractable cases