2min chapter

The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence) cover image

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)

CHAPTER

The Naked Assumptions in Causal Inference Workshop

The neglected assumptions in causal inference workshop. The name kind of came out of maybe the idea that machine learning is gaining this tremendous popularity. Sometimes we turn to these causal methods without ortof looking step by step methodically to see if we're missing any causal assumptions. And so i think the purpose of this workshop was sort of to high light what assumptions are needed to make causal inferences, and also show thet different assumptions are needed for different kinds of questions.

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