6.S897 | Spring 2019 | Graduate

Machine Learning for Healthcare

Lecture Videos

Lecture 14: Causal Inference, Part 1

Prof. Sontag discusses causal inference, examples of causal questions, and how these guide treatment decisions. He explains the Rubin-Neyman causal model as a potential outcome framework.

Speaker: David Sontag

Lecture 14: Causal Inference, Part 1 slides (PDF - 2.2MB)

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