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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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Détails bibliographiques
Publié dans:Biometrics
Auteurs principaux: Achy-Brou, Aristide C., Frangakis, Constantine E., Griswold, Michael
Format: Artigo
Langue:Inglês
Publié: 2010
Sujets:
Accès en ligne: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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