Causal Discovery in Linear Structural Causal Models with Deterministic Relations.
Yuqin YangMohamed S. NafeaAmirEmad GhassamiNegar KiyavashPublished in: CLeaR (2022)
Keyphrases
- causal discovery
- causal models
- causal relations
- structural equation models
- structural model
- causal structure
- causal relationships
- causal effects
- causal ordering
- conditional independence
- causal reasoning
- directed acyclic graph
- markov blanket
- discovery process
- observational data
- causal inference
- bayesian networks
- causal graph
- linear models
- tractable cases
- real world
- linear non gaussian