Intuition for Inverse Probability of Treatment Weighting (IPTW)

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Instrumental Variable, Propensity Score Matching, Causal Inference, Causality

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OE

Jul 30, 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.

PH

Sep 07, 2020

I completed all 4 available courses in causal inference on Coursera. This one has the best teaching quality. The material is very clear and self-contained!

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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.

講師

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    Jason A. Roy, Ph.D.

    Professor of Biostatistics

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