Simpson's Paradox in Behavioral Curves: How Aggregation Distorts Parametric Models of User Dynamics

Chao Zhou

Behavioral curve modeling -- fitting parametric functions to engagement-versus-exposure data -- is standard practice in recommendation, advertising, and clinical dosing. We show th…