Akaike Information Criterion

Definition

$AIC=-\frac{2}{n}\sum _{i=1}^n\ln f(X_i\hat{\mathbf{\theta }})+\frac{2p}{n}$ where $\hat{\mathbf{\theta }}$ is the MLE of the postulated model’s parameter $\mathbf{\theta }$