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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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Hlavní autoři: Zhao, Yingqi, Zeng, Donglin, Rush, A. John, Kosorok, Michael R.
Médium: Artigo
Jazyk:Inglês
Vydáno: 2012
Témata:
On-line přístup: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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