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by apathy 2670 days ago
That’s the whole point of doubly robust models. However, in the event of confounding by indication or sampling misspecification, my experience is that nothing can save you.

I am a rather strong proponent of randomized trials for this exact reason. (They can also have sampling bias, but some degree of noise is inevitable)