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but, again, the more you look at it, the more there is.
The first point is that, okay, it's true that nonparametricly, the optimal policy is one that thresholds of tau at C.
This doesn't mean that the optimal thing to do with data is to first learn a case estimate tau hat and then have you policy threshhold tau hat.
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