Observational studies

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学習するスキル

Instrumental Variable, Propensity Score Matching, Causal Inference, Causality

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4.7 (281 件の評価)
  • 5 stars
    78.64%
  • 4 stars
    17.79%
  • 3 stars
    1.77%
  • 2 stars
    0.71%
  • 1 star
    1.06%
OE
2020年7月29日

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
2020年9月6日

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!

レッスンから
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.

講師

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    Jason A. Roy, Ph.D.

    Professor of Biostatistics

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