The discovery of causal models with small samples.
Honghua DaiKevin B. KorbChris S. WallacePublished in: ANZIIS (1996)
Keyphrases
- causal models
- small samples
- causal discovery
- sample size
- causal relationships
- causal structure
- observational data
- causal relations
- conditional independence
- model selection
- feature selection
- structural model
- causal reasoning
- structural equation models
- accurate models
- directed acyclic graph
- discovery process
- regression trees
- causal graph
- support vector machine
- random walk
- highly accurate
- knowledge discovery
- artificial neural networks
- feature space
- bayesian networks