Estimation of causal effects using linear non-Gaussian causal models with hidden variables.
Patrik O. HoyerShohei ShimizuAntti J. KerminenMarkus PalviainenPublished in: Int. J. Approx. Reason. (2008)
Keyphrases
- causal effects
- causal ordering
- structural equation models
- causal relations
- causal models
- causal relationships
- models with hidden variables
- causal discovery
- observational data
- causal structure
- linear models
- hidden variables
- graphical models
- causal bayesian networks
- bayesian networks
- online discussion
- directed acyclic graph
- conditional probabilities
- maximum likelihood
- knowledge discovery