Monty the Null Hippopotamus: Exploring Statistical Foundations Through Simulation

Monty the Null Hippopotamus: Exploring Statistical Foundations Through Simulation offers a revolutionary approach to introductory statistics designed for students who grew up in the computing age.Breaking away from the traditional formula-memorization approach that makes "Stat 101" a dreaded requirement, this book emphasizes computational thinking and conceptual understanding through hands-on coding examples.The aim is to make statistics accessible and engaging by leveraging modern computing power rather than relying on memorizing inscrutable formulas, punching in tedious calculations into calculators, and flipping through pages of statistical tables. The book covers foundational statistical concepts through advanced topics including nonparametric methods and regression analysis, all presented through a computational lens that prioritizes process over precision.Every concept is illustrated with fully reproducible R code (with Python alternatives available), ensuring readers develop gen