Linear Causal Model Discovery Using the MML criterion.
Gang LiHonghua DaiYiqing TuPublished in: ICDM (2002)
Keyphrases
- causal models
- causal discovery
- structural equation models
- observational data
- minimum message length
- causal relationships
- conditional independence
- directed acyclic graph
- causal relations
- minimum description length
- causal inference
- causal graph
- causal structure
- physical systems
- discovery process
- structural model
- minimum error
- data mining
- model selection
- maximum likelihood
- bayesian networks
- mixture model
- knowledge discovery
- causal effects
- observed variables
- linear non gaussian
- causal reasoning
- experimental data
- decision making