This post is inspired by a recent blogpost by Elio Campitelli exploring “metamers” - Elio describes a metamer as a data generating process that creates identical summary statistics to a dataset of interest. The algorithmn Elio’s package uses is drawn from this paper. The classic case, also discussed by Elio, is Anscombe’s Quartet (image from Wikipedia):