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k-Boxplots for mixture data
Journal article   Open access  Peer reviewed

k-Boxplots for mixture data

Najla M. Qarmalah, Jochen Einbeck and Frank P. A. Coolen
Statistical papers (Berlin, Germany), Vol.59(2), pp.513-528
01/06/2018

Abstract

Mathematics Physical Sciences Science & Technology Statistics & Probability
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.
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https://doi.org/10.1007/s00362-016-0774-7View
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