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Double Robust Efficient Estimators of Longitudinal Treatment Effects: Comparative Performance in Simulations and a Case Study

A number of sophisticated estimators of longitudinal effects have been proposed for estimating the intervention-specific mean outcome. However, there is a relative paucity of research comparing these methods directly to one another. In this study, we compare various approaches to estimating a causal...

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Bibliographic Details
Published in:Int J Biostat
Main Authors: Tran, Linh, Yiannoutsos, Constantin, Wools-Kaloustian, Kara, Siika, Abraham, van der Laan, Mark, Petersen, Maya
Format: Artigo
Language:Inglês
Published: 2019
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Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC6710167/
https://ncbi.nlm.nih.gov/pubmed/30811344
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1515/ijb-2017-0054
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