Introduction to instrumental variables

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Destrezas que aprenderás

Instrumental Variable, Propensity Score Matching, Causal Inference, Causality

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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.

CE

Jul 16, 2017

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

De la lección
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.

Impartido por:

  • Jason A. Roy, Ph.D.

    Jason A. Roy, Ph.D.

    Professor of Biostatistics

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