Causal effect identification and estimation

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Habilidades que você aprenderá

Instrumental Variable, Propensity Score Matching, Causal Inference, Causality

Avaliações

4.7 (293 classificações)
  • 5 stars
    78.15%
  • 4 stars
    18.43%
  • 3 stars
    1.70%
  • 2 stars
    0.68%
  • 1 star
    1.02%
OE
29 de Jul de 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
6 de Set de 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!

Na lição
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.

Ministrado por

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    Jason A. Roy, Ph.D.

    Professor of Biostatistics

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