Potential outcomes and counterfactuals

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Habilidades que você aprenderá

Instrumental Variable, Propensity Score Matching, Causal Inference, Causality

Avaliações

4.7 (479 classificações)

  • 5 stars
    77,03%
  • 4 stars
    18,99%
  • 3 stars
    2,08%
  • 2 stars
    0,83%
  • 1 star
    1,04%

FF

29 de nov de 2017

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

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

Welcome and Introduction to Causal Effects

This module focuses on defining causal effects using potential outcomes. A key distinction is made between setting/manipulating values and conditioning on variables. Key causal identifying assumptions are also introduced.

Ministrado por

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    Jason A. Roy, Ph.D.

    Professor of Biostatistics

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