Intuition for Inverse Probability of Treatment Weighting (IPTW)

From the course by University of Pennsylvania
A Crash Course in Causality: Inferring Causal Effects from Observational Data
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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.

Meet the Instructors

  • Jason A. Roy, Ph.D.
    Jason A. Roy, Ph.D.
    Professor of Biostatistics
    Department of Biostatistics and Epidemiology

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