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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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Bibliografiske detaljer
Udgivet i:Ann Transl Med
Main Authors: Zhang, Zhongheng, Murtagh, Fionn, Van Poucke, Sven, Lin, Su, Lan, Peng
Format: Artigo
Sprog:Inglês
Udgivet: AME Publishing Company 2017
Fag:
Online adgang: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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