Markov Properties for Linear Causal Models with Correlated Errors.
Changsung KangJin TianPublished in: J. Mach. Learn. Res. (2009)
Keyphrases
- causal models
- structural equation models
- conditional independence
- directed acyclic graph
- causal discovery
- markov property
- causal relationships
- causal relations
- markov chain
- causal effects
- causal inference
- causal graph
- causal reasoning
- structural model
- error minimization
- tractable cases
- statistically independent
- probability distribution