Potential outcomes and counterfactuals

Loading...
Просмотреть программу курса

Получаемые навыки

Instrumental Variable, Propensity Score Matching, Causal Inference, Causality

Рецензии

4.7 (оценок: 325)
  • 5 stars
    78.46%
  • 4 stars
    18.15%
  • 3 stars
    1.53%
  • 2 stars
    0.92%
  • 1 star
    0.92%
OE
29 июля 2020 г.

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 февр. 2021 г.

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.

Из урока
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.

Преподаватели

  • Placeholder

    Jason A. Roy, Ph.D.

    Professor of Biostatistics

Ознакомьтесь с нашим каталогом

Присоединяйтесь бесплатно и получайте персонализированные рекомендации, обновления и предложения.