An Improved Approach for the Discovery of Causal Models via MML.
Honghua DaiGang LiPublished in: PAKDD (2002)
Keyphrases
- causal models
- causal discovery
- observational data
- causal relationships
- causal structure
- conditional independence
- causal relations
- structural model
- causal inference
- directed acyclic graph
- structural equation models
- discovery process
- causal effects
- causal reasoning
- experimental data
- model selection
- causal graph
- minimum message length
- np hard
- databases
- tractable cases
- linear models
- human body
- machine learning