More intuition for IPTW estimation

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Skills You'll Learn

Instrumental Variable, Propensity Score Matching, Causal Inference, Causality

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4.7 (530 ratings)

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FF

Nov 29, 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.

FW

May 22, 2023

Great class! I have learned a lot on causal inference to conduct experiment analysis at work. The R coding sessions and lectures on the logic/math behind are really helpful.

From the lesson

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.

Taught By

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    Jason A. Roy, Ph.D.

    Professor of Biostatistics

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