Structural Causal Models: Cycles, Marginalizations, Exogenous Reparametrizations and Reductions.
Stephan BongersJonas PetersBernhard SchölkopfJoris M. MooijPublished in: CoRR (2016)
Keyphrases
- causal models
- structural model
- causal discovery
- causal relationships
- causal relations
- conditional independence
- directed acyclic graph
- causal reasoning
- causal inference
- structural equation models
- causal graph
- causal structure
- structural information
- tractable cases
- observational data
- active databases
- machine learning
- diagnostic problem solving