Doubly robust estimators

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Habilidades que você aprenderá

Instrumental Variable, Propensity Score Matching, Causal Inference, Causality

Avaliações

4.7 (348 classificações)
  • 5 stars
    78.16%
  • 4 stars
    18.39%
  • 3 stars
    1.43%
  • 2 stars
    0.86%
  • 1 star
    1.14%
LL
8 de Abr de 2021

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
29 de Jul de 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.

Na lição
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.

Ministrado por

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    Jason A. Roy, Ph.D.

    Professor of Biostatistics

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