Using control groups to target on predicted lift: Building and assessing uplift model

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Post hoc subgroups in clinical trials: Anathema or analytics? (2015, background): “However, some recent developments under the rubric of uplift modeling attempt to adapt standard techniques for essentially this purpose.(1,2) We will briefly review these methods and propose a novel approach that may overcome some of their limitations.”