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STATISTICAL INFERENCE FOR THE MEAN OUTCOME UNDER A POSSIBLY NON-UNIQUE OPTIMAL TREATMENT STRATEGY

We consider challenges that arise in the estimation of the mean outcome under an optimal individualized treatment strategy defined as the treatment rule that maximizes the population mean outcome, where the candidate treatment rules are restricted to depend on baseline covariates. We prove a necessa...

詳細記述

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書誌詳細
出版年:Ann Stat
主要な著者: Luedtke, Alexander R., van der Laan, Mark J.
フォーマット: Artigo
言語:Inglês
出版事項: 2016
主題:
オンライン・アクセス:https://ncbi.nlm.nih.gov/pmc/articles/PMC6338452/
https://ncbi.nlm.nih.gov/pubmed/30662101
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1214/15-AOS1384
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