Publication details for Jochen EinbeckQarmalah, Najla M., Einbeck, Jochen & Coolen, Frank P.A. (2018). k-Boxplots for mixture data. Statistical Papers 59(2): 513-528.
- Publication type: Journal Article
- ISSN/ISBN: 0932-5026 (print), 1613-9798 (electronic)
- DOI: 10.1007/s00362-016-0774-7
- Further publication details on publisher web site
- Durham Research Online (DRO) - may include full text
Author(s) from Durham
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.