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. 2014 Jun 18;11:6. doi: 10.1186/1742-7622-11-6

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Copyright © 2014 Sharker et al.; licensee BioMed Central Ltd.

This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly credited. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.

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Parallel coordinate plot of the elements of loading vectors. The green color corresponds to the cluster that indicates the increasing proportion of explained variance decreases the percentage of misclassification into quintiles. The dark line indicates the population loading vector based on which data were generated. Inset, the scatter plot of the proportion of explained variance and percentage of misclassification matching color with the parallel coordinate plot corresponds which estimate of loading vectors are linked with those clusters.