Beyond Structural Causal Models: Causal Constraints Models.
Tineke BlomStephan BongersJoris M. MooijPublished in: UAI (2019)
Keyphrases
- causal models
- structural model
- causal inference
- causal discovery
- causal relationships
- causal structure
- causal relations
- structural models
- conditional independencies
- structural equation models
- physical systems
- causal graph
- causal reasoning
- conditional independence
- tractable cases
- causal independence
- linear models
- directed acyclic graph
- gaussian processes
- model selection