VBA: A Probabilistic Treatment of Nonlinear Models for Neurobiological and Behavioural Data
Figure 11
This figure exemplifies a random-effect GLM analysis, which is used to infer on the group mean of an effect of interest. The analysis is conducted on data simulated under either a null model (H0: group mean is zero) or a non-zero RFX model (H1). Left: Monte-Carlo average of the VB-estimated group mean under H1, given both types of data (left: H1, right: H0). Left: same format, for the log Bayes factor .