Discovering Cyclic Causal Models by Independent Components Analysis.
Gustavo LacerdaPeter SpirtesJoseph D. RamseyPatrik O. HoyerPublished in: UAI (2008)
Keyphrases
- causal models
- independent components analysis
- statistical independence
- conditional independence
- linear non gaussian
- causal discovery
- feature extraction
- directed acyclic graph
- causal relationships
- causal relations
- independent components
- signal processing
- structural model
- structural equation models
- blind source separation
- causal graph
- causal reasoning
- independent component analysis
- causal structure
- tractable cases
- source separation
- factor analysis
- experimental data
- machine learning