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Hierarchical cluster analysis in clinical research with heterogeneous study population: highlighting its visualization with R

Big data clinical research typically involves thousands of patients and there are numerous variables available. Conventionally, these variables can be handled by multivariable regression modeling. In this article, the hierarchical cluster analysis (HCA) is introduced. This method is used to explore...

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書目詳細資料
發表在:Ann Transl Med
Main Authors: Zhang, Zhongheng, Murtagh, Fionn, Van Poucke, Sven, Lin, Su, Lan, Peng
格式: Artigo
語言:Inglês
出版: AME Publishing Company 2017
主題:
在線閱讀:https://ncbi.nlm.nih.gov/pmc/articles/PMC5337204/
https://ncbi.nlm.nih.gov/pubmed/28275620
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.21037/atm.2017.02.05
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