Bayesian Discovery of Linear Acyclic Causal Models
Patrik O. HoyerAntti HyttinenPublished in: CoRR (2012)
Keyphrases
- causal models
- causal discovery
- structural equation models
- causal ordering
- causal structure
- linear non gaussian
- causal graph
- bayesian networks
- observational data
- causal relationships
- causal relations
- structural model
- conditional independence
- discovery process
- directed acyclic graph
- causal reasoning
- causal inference
- np hard
- conditional probabilities
- maximum likelihood
- diagnostic problem solving
- latent variables
- tractable cases
- knowledge discovery