Random Effects & Hierarchies
Match the model to the sampling hierarchy. Identify shared sources of variation before choosing variance components and test denominators.
Topics¶
Random effects represent sampled levels and induce dependence. Expected mean squares determine the appropriate test denominators.
A lower-level unit belongs to one higher-level unit. Repeated measurements do not create additional independent higher-level replicates.