Causal Inference in the Presence of Latent Variables and Selection Bias.
Peter SpirtesChristopher MeekThomas S. RichardsonPublished in: UAI (1995)
Keyphrases
- latent variables
- causal inference
- observational data
- probabilistic model
- random variables
- causal models
- additive noise
- posterior distribution
- causal discovery
- abductive reasoning
- prior knowledge
- rare events
- discrete data
- topic models
- gaussian process
- graphical models
- causal relationships
- nonmonotonic reasoning
- approximate inference
- knowledge discovery
- logic programs