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Concordance-Assisted Learning for Estimating Optimal Individualized Treatment Regimes

In this article, we propose a new concordance-assisted learning for estimating optimal individualized treatment regimes. We first introduce a type of concordance function for prescribing treatment and propose a robust rank regression method for estimating the concordance function. We then find treat...

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Bibliografische gegevens
Gepubliceerd in:J R Stat Soc Series B Stat Methodol
Hoofdauteurs: Fan, Caiyun, Lu, Wenbin, Song, Rui, Zhou, Yong
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: 2016
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Online toegang:https://ncbi.nlm.nih.gov/pmc/articles/PMC5774868/
https://ncbi.nlm.nih.gov/pubmed/29358898
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1111/rssb.12216
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