Identification of Partially Observed Linear Causal Models: Graphical Conditions for the Non-Gaussian and Heterogeneous Cases.
Jeffrey AdamsNiels HansenKun ZhangPublished in: NeurIPS (2021)
Keyphrases
- causal models
- partially observed
- structural equation models
- causal discovery
- conditional independence
- causal relationships
- structural model
- directed acyclic graph
- causal structure
- causal reasoning
- causal inference
- non stationary
- sufficient conditions
- causal relations
- causal graph
- decision making
- causal ordering
- factor analysis
- gaussian distribution
- experimental data
- prior knowledge