Are you into ML
Do you do causal inference
Do you perhaps have infrastructure allowing you to run huge experiments
You *are* using @Susan_Athey's causal forest method for estimating heterogeneous treatment effects aren't you?https://arxiv.org/abs/1510.04342
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although only in aggregate maybe some subpopulations enjoyed badly targeted ads hmmm see this is why we have causal trees
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