The Discovery of Generalized Causal Models with Mixed Variables Using MML Criterion.
Gang LiHonghua DaiPublished in: SDM (2004)
Keyphrases
- causal models
- causal discovery
- observational data
- minimum message length
- causal structure
- causal relationships
- causal relations
- structural model
- directed acyclic graph
- causal graph
- causal inference
- causal effects
- conditional independence
- experimental data
- structural equation models
- conditional independencies
- causal reasoning
- minimum description length
- linear non gaussian
- knowledge discovery
- discovery process
- unsupervised learning
- bayesian networks
- decision trees
- linear models
- random variables
- maximum likelihood
- causal ordering
- data mining