Optimal matching

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Skills You'll Learn

Instrumental Variable, Propensity Score Matching, Causal Inference, Causality

Reviews

4.7 (324 ratings)
  • 5 stars
    78.39%
  • 4 stars
    18.20%
  • 3 stars
    1.54%
  • 2 stars
    0.92%
  • 1 star
    0.92%
OE
Jul 29, 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.

AG
Feb 21, 2021

A great start for those starting to explore causal inference. The somewhat dry delivery of the lectures is fully compensated by how clear and informative they are.

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

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    Jason A. Roy, Ph.D.

    Professor of Biostatistics

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