Causal Discovery in Linear Structural Causal Models with Deterministic Relations.
Yuqin YangMohamed S. NafeaAmirEmad GhassamiNegar KiyavashPublished in: CoRR (2021)
Keyphrases
- causal models
- causal discovery
- causal relations
- structural equation models
- structural model
- causal structure
- causal relationships
- causal effects
- conditional independence
- directed acyclic graph
- causal inference
- causal graph
- causal ordering
- markov blanket
- causal reasoning
- discovery process
- observational data
- bayesian networks
- databases
- data analysis
- tractable cases