Matching directly on confounders

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Получаемые навыки

Instrumental Variable, Propensity Score Matching, Causal Inference, Causality

Рецензии

4.7 (оценок: 272)
  • 5 stars
    78.67%
  • 4 stars
    17.64%
  • 3 stars
    1.83%
  • 2 stars
    0.73%
  • 1 star
    1.10%
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!

Из урока
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.

Преподаватели

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    Jason A. Roy, Ph.D.

    Professor of Biostatistics

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