"The Probability of Induction" (Champaign cover)
Wikipedia credits C.S. Peirce as being one of the founders of statistics and specifically calls out the “Illustrations of the Logic of Science” essays. “The Probability of Induction,” published April 1878, shows Peirce groping toward the idea of confidence intervals (a term he would later coin, but hasn’t yet). He also defends Venn’s frequentist interpretation of probability by showing that the dominant subjectivist interpretation and methods lead to absurdity.
Because Peirce and others were still formulating both the terminology and conceptual underpinnings of frequentist statistics, the essay benefits (I hope) from my cover band approach. In my version, I’ll drop some of the digressions that Peirce is so overly fond of. (Let’s just say that, in general, my covers will omit Peirce’s drum solos.)