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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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Bibliografische gegevens
Gepubliceerd in:Ann Transl Med
Hoofdauteurs: Zhang, Zhongheng, Murtagh, Fionn, Van Poucke, Sven, Lin, Su, Lan, Peng
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: AME Publishing Company 2017
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Online toegang: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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