IPTW estimation

来自 宾夕法尼亚大学 的课程
A Crash Course in Causality: Inferring Causal Effects from Observational Data
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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.


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