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    Interactive Dendrograms: The R Packages idendro and idendr0


    Sieger, Tomas and Hurley, Catherine B. and Fiser, Karel and Beleites, Claudia (2017) Interactive Dendrograms: The R Packages idendro and idendr0. Journal of Statistical Software, 76 (10). pp. 1-22. ISSN 1548-7660

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    Abstract

    Hierarchical cluster analysis is a valuable tool for exploring data by describing their structure using a dendrogram. However, proper visualization and interactive inspection of the dendrogram are needed to unlock the information in the data. We describe a new R package, idendro, that enables the user to inspect dendrograms interactively: to select and color clusters, to zoom and pan the dendrogram, and to visualize the clustered data not only in a built-in heat map, but also in any interactive plot implemented in the cranvas package. A lightweight version idendr0 with reduced dependencies is also available from the Comprehensive R Archive Network.

    Item Type: Article
    Keywords: interactive graphics; visualization; cluster analysis; exploratory data analysis; highdimensional data; R.;
    Academic Unit: Faculty of Science and Engineering > Mathematics and Statistics
    Faculty of Science and Engineering > Research Institutes > Hamilton Institute
    Item ID: 11566
    Identification Number: https://doi.org/10.18637/jss.v076.i10
    Depositing User: Dr. Catherine Hurley
    Date Deposited: 01 Nov 2019 16:52
    Journal or Publication Title: Journal of Statistical Software
    Publisher: Foundation for Open Access Statistics
    Refereed: Yes
    URI:

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