Bayesian Information Criterion

• $BIC=-2log(L)+2log(n)q=\frac{1}{n}(RSS+log(n)p{\hat{\sigma }}^2)$
• L: denotes the likelihood function for a particular model
• q: number of estimated parameters of the model