On the Complexity of Identification in Linear Structural Causal Models.
Julian DörflerBenito van der ZanderMarkus BläserMaciej LiskiewiczPublished in: CoRR (2024)
Keyphrases
- causal models
- structural equation models
- tractable cases
- structural model
- causal graph
- structural analysis
- causal discovery
- causal relationships
- causal structure
- conditional independence
- causal inference
- causal reasoning
- causal relations
- computational complexity
- directed acyclic graph
- worst case
- structural information
- state space
- knowledge discovery
- e learning
- causal ordering