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A doubly robust estimator for the average treatment effect in the context of a mean-reverting measurement error

One of the main limitations of causal inference methods is that they rely on the assumption that all variables are measured without error. A popular approach for handling measurement error is simulation-extrapolation (SIMEX). However, its use for estimating causal effects have been examined only in...

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Pubblicato in:Biostatistics
Autori principali: Lenis, David, Ebnesajjad, Cyrus F., Stuart, Elizabeth A.
Natura: Artigo
Lingua:Inglês
Pubblicazione: Oxford University Press 2017
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Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC6415727/
https://ncbi.nlm.nih.gov/pubmed/27993763
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/biostatistics/kxw046
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