Doubly robust estimators

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Habilidades que você aprenderá

Instrumental Variable, Propensity Score Matching, Causal Inference, Causality

Avaliações

4.7 (406 classificações)

  • 5 stars
    77,83%
  • 4 stars
    18,22%
  • 3 stars
    1,97%
  • 2 stars
    0,73%
  • 1 star
    1,23%

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

Filled StarFilled StarFilled StarFilled StarFilled Star

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.

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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