Qarmalah, Najla M. and Einbeck, Jochen and Coolen, Frank P.A. (2018) 'k-Boxplots for mixture data.', Statistical papers., 59 (2). pp. 513-528.
Abstract
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 |
|---|---|
| Full text: | (AM) Accepted Manuscript Download PDF (1250Kb) |
| Full text: | (VoR) Version of Record Available under License - Creative Commons Attribution. Download PDF (Advance online version) (1019Kb) |
| Full text: | (VoR) Version of Record Available under License - Creative Commons Attribution. Download PDF (950Kb) |
| Status: | Peer-reviewed |
| Publisher Web site: | https://doi.org/10.1007/s00362-016-0774-7 |
| Publisher statement: | © The Author(s) 2016 Open Access This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), 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. |
| Date accepted: | 21 April 2016 |
| Date deposited: | 13 May 2016 |
| Date of first online publication: | 09 May 2016 |
| Date first made open access: | No date available |
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