All I want for Christmas is…Rigorous validation of predictive models to prevent hasty generalisations

Abstract

Bilal Mateen and Raphael Sonabend are searching for Santa Claus, armed only with a statistical model to predict ear size based on age. The plan sounds ridiculous, but there's a serious lesson here about the limits of predictive models.