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Improved double-robust estimation in missing data and causal inference models

Recently proposed double-robust estimators for a population mean from incomplete data and for a finite number of counterfactual means can have much higher efficiency than the usual double-robust estimators under misspecification of the outcome model. In this paper, we derive a new class of double-ro...

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Bibliografske podrobnosti
Main Authors: Rotnitzky, Andrea, Lei, Quanhong, Sued, Mariela, Robins, James M.
Format: Artigo
Jezik:Inglês
Izdano: Oxford University Press 2012
Teme:
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC3635709/
https://ncbi.nlm.nih.gov/pubmed/23843666
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/biomet/ass013
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