k-Boxplots for mixture data

Qarmalah, Najla M.; Einbeck, Jochen; Coolen, Frank P.A.

doi:10.1007/s00362-016-0774-7

k-Boxplots for mixture data

Qarmalah, Najla M.; Einbeck, Jochen; Coolen, Frank P.A.

Authors

Najla M. Qarmalah

Professor Jochen Einbeck jochen.einbeck@durham.ac.uk
Professor

Professor Frank Coolen frank.coolen@durham.ac.uk
Professor

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.

Citation

Qarmalah, N. M., Einbeck, J., & Coolen, F. P. (2018). k-Boxplots for mixture data. Statistical Papers, 59(2), 513-528. https://doi.org/10.1007/s00362-016-0774-7

Journal Article Type	Article
Acceptance Date	Apr 21, 2016
Online Publication Date	May 9, 2016
Publication Date	Jun 1, 2018
Deposit Date	May 10, 2016
Publicly Available Date	May 13, 2016
Journal	Statistical Papers
Print ISSN	0932-5026
Electronic ISSN	1613-9798
Publisher	Springer
Peer Reviewed	Peer Reviewed
Volume	59
Issue	2
Pages	513-528
DOI	https://doi.org/10.1007/s00362-016-0774-7

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