Non-Bayesian Inference: Causal Structure Trumps Correlation.
Bénédicte BesSteven A. SlomanChristopher G. LucasEric RaufastePublished in: Cogn. Sci. (2012)
Keyphrases
- bayesian inference
- causal structure
- causal relationships
- causal models
- causal discovery
- probabilistic model
- experimental data
- prior information
- causal ordering
- hyperparameters
- causal relations
- causal graph
- particle filter
- observational data
- directed acyclic graph
- expectation propagation
- bayesian networks
- latent variables
- conditional independence
- causal bayesian networks