Estimating and testing variance components in a multi-level GLM

► Multi-level models provide tests of inter-individual variances in effect magnitude. ► Can test whether there are true individual differences in brain activity. ► Allows us to determine appropriate ROIs to test for brain-behavior correlations. ► We compare several methods for estimating and testing variance components. ► Our suggested approach provides a balance between sensitivity and specificity.