Matching directly on confounders

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강의 계획서 보기

배우게 될 기술

Instrumental Variable, Propensity Score Matching, Causal Inference, Causality

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4.7개(368개 평가)

  • 5 stars
    78.53%
  • 4 stars
    18.20%
  • 3 stars
    1.35%
  • 2 stars
    0.81%
  • 1 star
    1.08%

LL

2021년 4월 8일

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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.

OE

2020년 7월 29일

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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.

수업에서

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.

강사:

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    Jason A. Roy, Ph.D.

    Professor of Biostatistics

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