Causal Inference, Instrumental Variable, Ab Testing, Encouragement Design, Average Treatment Effect.
can be justified by prior research, or knowledge about the research context. For some, this is easier to do, such as 2a that limits the conversion rate of the untreated population. Or the minimum number of never-takers and never-converters (constraint group 1c) could be argued by pointing to the