Discovering Cyclic Causal Models by Independent Components Analysis
Gustavo LacerdaPeter SpirtesJoseph D. RamseyPatrik O. HoyerPublished in: CoRR (2012)
Keyphrases
- causal models
- independent components analysis
- statistical independence
- conditional independence
- causal discovery
- linear non gaussian
- feature extraction
- independent components
- causal relations
- causal relationships
- signal processing
- directed acyclic graph
- blind source separation
- structural model
- tractable cases
- independent component analysis
- structural equation models
- causal reasoning
- causal structure
- causal graph
- factor analysis
- observational data
- causal effects
- computer vision
- image processing
- feature selection