Introduction to instrumental variables

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Skills You'll Learn

Instrumental Variable, Propensity Score Matching, Causal Inference, Causality

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4.7 (394 ratings)

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FF

Nov 29, 2017

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The material is great. Just wished the professor was more active in the discussion forum. Have not showed up in the forum for weeks. At least there should be a TA or something.

LL

Apr 8, 2021

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The course is very simply explained, definitely a great introduction to the subject. There are some missing links, but minor compared to overall usefulness of the course.

From the lesson

Instrumental Variables Methods

This module focuses on causal effect estimation using instrumental variables in both randomized trials with non-compliance and in observational studies. The ideas are illustrated with an instrumental variables analysis in R.

Taught By

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    Jason A. Roy, Ph.D.

    Professor of Biostatistics

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