Data Science, Instrumental Variables, A B Testing, Causal Inference.
sometimes they might be all we can do. Next Steps One antidote to the LATE problem of IVs is actually to find more instruments and estimate a bunch of LATEs. And the goal there is to be able to construct the global average treatment effect estimate by combining a series of local effect estimates.