Doubly robust estimators

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Do curso por University of Pennsylvania
A Crash Course in Causality: Inferring Causal Effects from Observational Data
97 classificações
Na lição
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.

Conheça os instrutores

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

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