| Bayesian parameter estimation and model comparison | This free energy approach yields better model scores than does the Akaike Information Criterion ( AIC ) or Bayesian Information Criterion (BIC) [95]. |
| Bayesian parameter estimation and model comparison | Readers more familiar with model selection criteria such as AIC and BIC may be surprised here as these latter criteria have model complexity terms that scale in proportion to the number of parameters. |
| Bayesian parameter estimation and model comparison | This property renders the Bayesian model evidence a better model comparison criterion than AIC or BIC [95]. |