Hypothetical interventions

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Skills You'll Learn

Instrumental Variable, Propensity Score Matching, Causal Inference, Causality

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4.7 (282 ratings)
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OE
Jul 29, 2020

I enjoyed the course a lot and I think I took a lot from it as well. The quizzes and computer projects were appropriate, and the resourcees posted were very useful.

PH
Sep 6, 2020

I completed all 4 available courses in causal inference on Coursera. This one has the best teaching quality. The material is very clear and self-contained!

From the lesson
Welcome and Introduction to Causal Effects
This module focuses on defining causal effects using potential outcomes. A key distinction is made between setting/manipulating values and conditioning on variables. Key causal identifying assumptions are also introduced.

Taught By

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    Jason A. Roy, Ph.D.

    Professor of Biostatistics

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