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k-Boxplots for mixture data.

Qarmalah, Najla M. and Einbeck, Jochen and Coolen, Frank P.A. (2016) 'k-Boxplots for mixture data.', Statistical papers. .


This article introduces a new graphical tool to summarize data which possess a mixture structure. Computation of the required summary statistics makes use of posterior probabilities of class membership which can be obtained from a fitted mixture model. Real and simulated data are used to highlight the usefulness of this tool for the visualization of mixture data in comparison to the traditional boxplot.

Item Type:Article
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Publisher statement:© The Author(s) 2016 Open Access This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (, which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made.
Record Created:13 May 2016 10:21
Last Modified:15 Mar 2017 10:37

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