On Estimation of Functional Causal Models: General Results and Application to the Post-Nonlinear Causal Model.
Kun ZhangZhikun WangJiji ZhangBernhard SchölkopfPublished in: ACM Trans. Intell. Syst. Technol. (2016)
Keyphrases
- causal models
- causal discovery
- causal relationships
- structural model
- conditional independence
- linear non gaussian
- directed acyclic graph
- causal inference
- causal relations
- causal reasoning
- causal graph
- structural equation models
- intelligent learning environments
- physical systems
- causal structure
- bayes nets
- dependency graphs
- conditional independencies
- complex systems