Frequentist

Frequentism and Bayesianism: A Practical Introduction

Jake VanderPlas's Python-driven comparison of frequentist and Bayesian statistics — showing the two philosophies side-by-side with code. The most-cited accessible treatment of a distinction that confuses most practitioners.