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BiplotGUI: Interactive Biplots in R

Author

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  • la Grange, Anthony
  • le Roux, Niël
  • Gardner-Lubbe, Sugnet

Abstract

Biplots simultaneously provide information on both the samples and the variables of a data matrix in two- or three-dimensional representations. The BiplotGUI package provides a graphical user interface for the construction of, interaction with, and manipulation of biplots in R. The samples are represented as points, with coordinates determined either by the choice of biplot, principal coordinate analysis or multidimensional scaling. Various transformations and dissimilarity metrics are available. Information on the original variables is incorporated by linear or non-linear calibrated axes. Goodness-of-fit measures are provided. Additional descriptors can be superimposed, including convex hulls, alpha-bags, point densities and classification regions. Amongst the interactive features are dynamic variable value prediction, zooming and point and axis drag-and-drop. Output can easily be exported to the R workspace for further manipulation. Three-dimensional biplots are incorporated via the rgl package. The user requires almost no knowledge of R syntax.

Suggested Citation

  • la Grange, Anthony & le Roux, Niël & Gardner-Lubbe, Sugnet, 2009. "BiplotGUI: Interactive Biplots in R," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 30(i12).
    • Handle: RePEc:jss:jstsof:v:030:i12
    DOI: http://hdl.handle.net/10.18637/jss.v030.i12
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    References listed on IDEAS

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    2. Alecia J Carter & William E Feeney, 2012. "Taking a Comparative Approach: Analysing Personality as a Multivariate Behavioural Response across Species," PLOS ONE, Public Library of Science, vol. 7(7), pages 1-9, July.
    3. Carlo Ciccarelli & Tommaso Proietti, 2013. "Patterns of industrial specialisation in post-Unification Italy," Scandinavian Economic History Review, Taylor & Francis Journals, vol. 61(3), pages 259-286, November.
    4. Alicja Grze?kowiak, 2015. "Age and the use of various sources of information by adult Poles," Proceedings of International Academic Conferences 2504048, International Institute of Social and Economic Sciences.
    5. Alicja Grześkowiak, 2016. "Kompetencje a zachowania edukacyjne dorosłych Polaków / Competences and Educational Behaviours of Adult Poles," Annales. Ethics in Economic Life, University of Lodz, Faculty of Economics and Sociology, vol. 19(2), pages 129-139, May.

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