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Skills You'll Learn

Instrumental Variable, Propensity Score Matching, Causal Inference, Causality

Reviews

4.7 (144 ratings)
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    2 ratings

Works best on double speed (from settings menu of each video). Content is delivered in clear and relatable manner using interesting real world examples.

This course is quite useful for me to get quick understanding of the causality and causal inference in epidemiologic studies. Thanks to Prof. Roy.

From the lesson
Matching and Propensity Scores
An overview of matching methods for estimating causal effects is presented, including matching directly on confounders and matching on the propensity score. The ideas are illustrated with data analysis examples in R.

Taught By

  • Jason A. Roy, Ph.D.

    Jason A. Roy, Ph.D.

    Professor of Biostatistics

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