Intuition for Inverse Probability of Treatment Weighting (IPTW)

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Destrezas que aprenderás

Instrumental Variable, Propensity Score Matching, Causal Inference, Causality

Reseñas

4.7 (326 calificaciones)
  • 5 stars
    78.22%
  • 4 stars
    18.40%
  • 3 stars
    1.53%
  • 2 stars
    0.92%
  • 1 star
    0.92%
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.

AG
21 de feb. de 2021

A great start for those starting to explore causal inference. The somewhat dry delivery of the lectures is fully compensated by how clear and informative they are.

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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