Greedy (nearest-neighbor) matching

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Compétences que vous apprendrez

Instrumental Variable, Propensity Score Matching, Causal Inference, Causality

Avis

4.7 (280 évaluations)
  • 5 stars
    78.57%
  • 4 stars
    17.85%
  • 3 stars
    1.78%
  • 2 stars
    0.71%
  • 1 star
    1.07%
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.

PH

Sep 07, 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!

À partir de la leçon
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.

Enseigné par

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    Jason A. Roy, Ph.D.

    Professor of Biostatistics

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