Variation: use it or misuse it-replication and its variants.

• Variation between measurements may be reduced if sampling is not random • Fixed factors can reduce variation • Replicates are repeated measurements from within an experimental unit • Replication means that samples can no longer be considered random • Comparisons of replicated values require correction, usually by reducing the effect of sample size • Correction requires knowledge of the intra-class correlation