For studies with hierarchical noise sources, use a nested analysis of variance approach. Figure 1: Inferences about fixed factors are different than those about random factors, as shown by box ...

We introduce a class of models for an additive decomposition of groups of curves stratified by crossed and nested factors, generalizing smoothing splines to such samples by associating them with a ...