Handling of Deterministic Relationships in Constraint-based Causal Discovery.
Yusuf Kenan YilmazEthem AlpaydinH. Levent AkinTaner BilgiçPublished in: Probabilistic Graphical Models (2002)
Keyphrases
- causal discovery
- causal relationships
- causal models
- causal structure
- bayesian networks
- markov blanket
- causal relations
- discovery process
- directed acyclic graph
- data mining
- data sets
- observational data
- database
- conditional independence
- gene expression
- lower bound
- training data
- decision making
- information retrieval
- structural equation models