The replicates are not simply the repeats of the samples, the samples are taken from each panel produced as a standard size, but the DOE dependent response is measuring the complete higher-level assembly of which the samples are a part, so the replicates basically measure the variability in the entire assembly process involving many other noise factors like assembly and other materials infludencin