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Variable Selection for Propensity Score Models When Estimating Treatment Effects on Multiple Outcomes: a Simulation Study

PURPOSE: It is often preferable to simplify the estimation of treatment effects on multiple outcomes by using a single propensity score (PS) model. Variable selection in PS models impacts the efficiency and validity of treatment effects. However, the impact of different variable selection strategies...

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Main Authors: Wyss, Richard, Girman, Cynthia J., LoCasale, Robert J., Brookhart, M. Alan, Stürmer, Til
格式: Artigo
語言:Inglês
出版: 2012
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在線閱讀:https://ncbi.nlm.nih.gov/pmc/articles/PMC3540180/
https://ncbi.nlm.nih.gov/pubmed/23070806
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/pds.3356
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