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Simple, Efficient Estimators of Treatment Effects in Randomized Trials Using Generalized Linear Models to Leverage Baseline Variables

Models, such as logistic regression and Poisson regression models, are often used to estimate treatment effects in randomized trials. These models leverage information in variables collected before randomization, in order to obtain more precise estimates of treatment effects. However, there is the d...

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Hlavní autoři: Rosenblum, Michael, van der Laan, Mark J.
Médium: Artigo
Jazyk:Inglês
Vydáno: Berkeley Electronic Press 2010
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC2898625/
https://ncbi.nlm.nih.gov/pubmed/20628636
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.2202/1557-4679.1138
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