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Estimating treatment effects of longitudinal designs using regression models on propensity scores

We derive regression estimators that can compare longitudinal treatments using only the longitudinal propensity scores as regressors. These estimators, which assume knowledge of the variables used in the treatment assignment, are important for reducing the large dimension of covariates for two reaso...

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Bibliografiske detaljer
Udgivet i:Biometrics
Main Authors: Achy-Brou, Aristide C., Frangakis, Constantine E., Griswold, Michael
Format: Artigo
Sprog:Inglês
Udgivet: 2010
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC4593705/
https://ncbi.nlm.nih.gov/pubmed/19817741
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1111/j.1541-0420.2009.01334.x
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