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Constructing Inverse Probability Weights for Marginal Structural Models

The method of inverse probability weighting (henceforth, weighting) can be used to adjust for measured confounding and selection bias under the four assumptions of consistency, exchangeability, positivity, and no misspecification of the model used to estimate weights. In recent years, several publis...

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Bibliographic Details
Main Authors: Cole, Stephen R., Hernán, Miguel A.
Format: Artigo
Language:Inglês
Published: Oxford University Press 2008
Subjects:
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC2732954/
https://ncbi.nlm.nih.gov/pubmed/18682488
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/aje/kwn164
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