The Bayesian method for causal discovery of latent-variable models from a mixture of experimental and observational data.
Changwon YooPublished in: Comput. Stat. Data Anal. (2012)
Keyphrases
- causal discovery
- latent variable models
- observational data
- latent variables
- causal models
- bayesian methods
- causal structure
- experimental data
- causal relationships
- discovery process
- directed acyclic graph
- conditional independence
- bayesian networks
- real world
- gaussian process
- learning problems
- probabilistic model
- decision trees
- feature selection