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Applying the Causal Roadmap to Optimal Dynamic Treatment Rules with Lina Montoya - #506
The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)
Is There a Causal Model?
i think there's two causal questions here. What's the rule or way of assigning treatment that yields the highest xpected outcome? The second question is, what wouldhav outcomes lookd like had everyone gotten their optimal intervention? And so i think that perfectly siways into step two, which is specifying our causal model,. In the case that i presented, its an or another. So in that case, my model is that i have a set of co variats, and those affect the outcome, but those co Variats do not affect the treatment, which is c b t.
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