Statistics

Model Comparison

Comparing models using BIC

How to compare two models across subjects using BIC?

Convert BICs to Bayes Factors (approximation; Wagenmakers2007)

\(BF_{01} = \frac{P(D|H_0)}{P(D|H_1)}\)

or

\(BF_{01} = exp(\Delta BIC_{10} / 2)\)