Distribution of weights

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Получаемые навыки

Instrumental Variable, Propensity Score Matching, Causal Inference, Causality

Рецензии

4.7 (оценок: 254)
  • 5 stars
    78.74%
  • 4 stars
    17.32%
  • 3 stars
    1.96%
  • 2 stars
    0.78%
  • 1 star
    1.18%
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.

CE

Jul 16, 2017

Works best on double speed (from settings menu of each video). Content is delivered in clear and relatable manner using interesting real world examples.

Из урока
Inverse Probability of Treatment Weighting (IPTW)
Inverse probability of treatment weighting, as a method to estimate causal effects, is introduced. The ideas are illustrated with an IPTW data analysis in R.

Преподаватели

  • Jason A. Roy, Ph.D.

    Jason A. Roy, Ph.D.

    Professor of Biostatistics

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