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The relationship between cause and effect.

3 votes

Doubly robust learning with binary treatment and outcome

The DR Learner does not respect known bounds. It uses least-squares regression and therefore can lead to treatment effect predictions outside (-1,1). This is a limitation of the method.
Lars's user avatar
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