We think that the way these early thinkers reacted to different applications of the
mean is not merely a historical accident but instead says something about the “deep
structure” of these different applications. To explore the challenges of learning to
think about data as signal and noise, we examine the metaphor in the context of
three types of statistical processes: repeated measures, measuring individuals, and
dichotomous events.