Potential outcomes and counterfactuals

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Compétences que vous apprendrez

Instrumental Variable, Propensity Score Matching, Causal Inference, Causality

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4.7 (280 évaluations)
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  • 4 stars
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  • 3 stars
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  • 2 stars
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  • 1 star
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OE

Jul 30, 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 07, 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!

À partir de la leçon
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.

Enseigné par

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    Jason A. Roy, Ph.D.

    Professor of Biostatistics

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