Multi-subject search correctly identifies causal connections and most causal directions in the DCM models of the Smith et al. simulation study.
Joseph D. RamseyStephen José HansonClark GlymourPublished in: NeuroImage (2011)
Keyphrases
- simulation study
- causal models
- causal independence
- search algorithm
- causal inference
- search space
- probabilistic model
- causal relationships
- qualitative models
- neural network
- causal reasoning
- structural model
- causal discovery
- model selection
- bayesian networks
- causal networks
- causal structure
- search queries
- causal relations
- computational models
- closed form
- statistical models
- prior knowledge
- information retrieval