Intuition for Inverse Probability of Treatment Weighting (IPTW)

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Получаемые навыки

Instrumental Variable, Propensity Score Matching, Causal Inference, Causality

Рецензии

4.7 (оценок: 347)
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LL
8 апр. 2021 г.

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 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.

Из урока
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.

Преподаватели

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    Jason A. Roy, Ph.D.

    Professor of Biostatistics

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