On Estimation of Functional Causal Models: Post-Nonlinear Causal Model as an Example.
Kun ZhangZhikun WangBernhard SchölkopfPublished in: ICDM Workshops (2013)
Keyphrases
- causal models
- linear non gaussian
- causal discovery
- causal relations
- conditional independence
- causal relationships
- structural model
- directed acyclic graph
- causal inference
- structural equation models
- causal graph
- causal structure
- causal reasoning
- intelligent learning environments
- physical systems
- tractable cases
- data mining
- observed variables
- conditional independencies
- diagnostic problem solving