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Estimating Individualized Treatment Rules Using Outcome Weighted Learning

There is increasing interest in discovering individualized treatment rules for patients who have heterogeneous responses to treatment. In particular, one aims to find an optimal individualized treatment rule which is a deterministic function of patient specific characteristics maximizing expected cl...

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書目詳細資料
Main Authors: Zhao, Yingqi, Zeng, Donglin, Rush, A. John, Kosorok, Michael R.
格式: Artigo
語言:Inglês
出版: 2012
主題:
在線閱讀:https://ncbi.nlm.nih.gov/pmc/articles/PMC3636816/
https://ncbi.nlm.nih.gov/pubmed/23630406
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1080/01621459.2012.695674
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