IPTW estimation

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Destrezas que aprenderás

Instrumental Variable, Propensity Score Matching, Causal Inference, Causality

Reseñas

4.7 (394 calificaciones)

  • 5 stars
    77,91 %
  • 4 stars
    18,02 %
  • 3 stars
    2,03 %
  • 2 stars
    0,76 %
  • 1 star
    1,26 %

FF

29 de nov. de 2017

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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 de abr. de 2021

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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.

De la lección

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.

Impartido por:

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    Jason A. Roy, Ph.D.

    Professor of Biostatistics

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