Optimal weighting for estimating generalized average treatment effects

In causal inference, a variety of causal effect estimands have been studied, including the sample, uncensored, target, conditional, optimal subpopulation, and optimal weighted average treatment effects. Ad hoc methods have been developed for each estimand based on inverse probability weighting (IPW)...

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Bibliographic Details
Main Authors: Kallus Nathan, Santacatterina Michele
Format: Article
Language:English
Published: De Gruyter 2022-05-01
Series:Journal of Causal Inference
Subjects:
Online Access:https://doi.org/10.1515/jci-2021-0018