Counting Defiers: A Design-Based Model of an Experiment Can Reveal Evidence Beyond the Average Effect

Neil Christy, Amanda Ellen Kowalski

Using only a binary intervention and outcome and the design of the randomization within an experiment, we construct a design-based likelihood of the joint distribution of potential…