Causal Inference, Instrumental Variable, Ab Testing, Encouragement Design, Average Treatment Effect.
Treatment Effect (ATE) cannot be precisely estimated and can only be given within some bounds (range of possible values). This article will explain how to obtain those bounds and make them narrow enough to obtain valuable business insights by using prior knowledge about the business context. The