On the completeness of orientation rules for causal discovery in the presence of latent confounders and selection bias.
Jiji ZhangPublished in: Artif. Intell. (2008)
Keyphrases
- causal discovery
- observational data
- causal models
- causal relationships
- causal structure
- discovery process
- directed acyclic graph
- bayesian networks
- latent variables
- conditional independence
- causal effects
- causal relations
- association rules
- decision making
- markov blanket
- data sets
- structural equation models
- causal ordering
- semi supervised
- prior knowledge
- data mining