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Bias introduced by non-random selection of observations, such that the sample is not representative of the underlying population.

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Treatment Selection based on Treatment Effects

No, this is not a problem. The treatment assignment rule is still a function of the baseline covariates (although it depends on the data-generating distribution). Specifically, the treatment rule is $ …
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