Comparing Dynamic Causal Models using AIC, BIC and Free Energy.
William D. PennyPublished in: NeuroImage (2012)
Keyphrases
- information criterion
- free energy
- causal models
- model selection
- bayesian information criterion
- maximum likelihood
- marginal likelihood
- probability model
- cross validation
- upper bound
- causal discovery
- model selection criteria
- belief propagation
- competitive learning
- sample size
- approximate inference
- causal relationships
- neural network
- selection criterion
- directed acyclic graph
- posterior distribution
- least squares
- bayesian networks
- structural equation models