Identifying causal effects in maximally oriented partially directed acyclic graphs.
Emilija PerkovicPublished in: UAI (2020)
Keyphrases
- structural equation models
- directed acyclic graph
- causal effects
- observational data
- causal relations
- causal models
- causal bayesian networks
- equivalence class
- random variables
- causal relationships
- linear models
- causal structure
- equivalence classes
- structural learning
- experimental data
- causal discovery
- observed variables
- conditional independence
- directed graph
- bayesian networks
- latent variables