The Evolution of Causal Models: A Comparison of Bayesian Metrics and Structure Priors.
Julian R. NeilKevin B. KorbPublished in: PAKDD (1999)
Keyphrases
- causal models
- belief nets
- causal discovery
- structural model
- conditional independence
- causal relationships
- bayesian networks
- causal reasoning
- causal graph
- scoring metrics
- directed acyclic graph
- causal relations
- causal structure
- structural equation models
- dependency graphs
- posterior distribution
- prior distribution
- evaluation metrics
- state space
- bayesian approaches
- decision making