In this article, the authors talk about variation and how variation between measurements may be reduced if sampling is not random. They also talk about replication and its variants. A replicate is a repeated measurement from the same experimental unit. An experimental unit is the smallest part of an experiment or a study that can be subject to a discrete treatment, or has a recognizable fixed factor present. Replication means that samples can no longer be considered random. (Contains 3 figures.)