3dLME Effect Size estimates (GES?)

Is it possible to somehow adapt 3dLME to incorporate the calculation of GES? I am hoping to get an average effect size across the brain for each effect.

The standardized effect size such as generalized eta squared cannot be clearly defined in a linear mixed-effects model. On other hand, wouldn’t the unstandardized effect size (beta value) be good enough for your purpose?