Causal Inference, Instrumental Variable, Ab Testing, Encouragement Design, Average Treatment Effect.
visitors of a website have no effect on their conversion, it is possible to use a known fact, such as “ Our conversion rate has never been higher than a certain number”, to justify estimates in the analysis. The technique enabling this is the so-called encouragement design: a variant of the method