Edward Gunning

Is Stephen Curry really a guard? A new perspective on player typologies using functional data analysis

Abstract We present a novel representation of NBA players’ shooting patterns based on Functional Data Analysis (FDA). Each player’s charts of made and missed shots are treated as smooth functional data defined over a two-dimensional domain corresponding to the offensive half-cour...