Greedy (nearest-neighbor) matching

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Получаемые навыки

Instrumental Variable, Propensity Score Matching, Causal Inference, Causality

Рецензии

4.7 (оценок: 392)

  • 5 stars
    78,06 %
  • 4 stars
    17,85 %
  • 3 stars
    2,04 %
  • 2 stars
    0,76 %
  • 1 star
    1,27 %

FF

29 нояб. 2017 г.

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The material is great. Just wished the professor was more active in the discussion forum. Have not showed up in the forum for weeks. At least there should be a TA or something.

LL

8 апр. 2021 г.

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The course is very simply explained, definitely a great introduction to the subject. There are some missing links, but minor compared to overall usefulness of the course.

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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