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Interactive Multivariate Data Analysis in R with the ade4 and ade4TkGUI Packages

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  • Thioulouse, Jean
  • Dray, Stéphane

Abstract

ade4 is a multivariate data analysis package for the R statistical environment, and ade4TkGUI is a Tcl/Tk graphical user interface for the most essential methods of ade4. Both packages are available on CRAN. An overview of ade4TkGUI is presented, and the pros and cons of this approach are discussed. We conclude that command line interfaces (CLI) and graphical user interfaces (GUI) are complementary. ade4TkGUI can be valuable for biologists and particularly for ecologists who are often occasional users of R. It can spare them having to acquire an in-depth knowledge of R, and it can help first time users in a first approach.

Suggested Citation

  • Thioulouse, Jean & Dray, Stéphane, 2007. "Interactive Multivariate Data Analysis in R with the ade4 and ade4TkGUI Packages," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 22(i05).
    • Handle: RePEc:jss:jstsof:v:022:i05
    DOI: http://hdl.handle.net/10.18637/jss.v022.i05
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    References listed on IDEAS

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    1. Banfield, Jeff, 1999. "Rweb:Web-based Statistical Analysis," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 4(i01).
    2. Nason, Guy P., 2005. "pinktoe: Semi-automatic Traversal of Trees," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 14(i01).
    3. Udina, Frederic, 2005. "Interactive Biplot Construction," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 13(i05).
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    3. 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).
    4. repec:jss:jstsof:22:i01 is not listed on IDEAS
    5. Agathe Allibert & Aurélie Tinland & Jordi Landier & Sandrine Loubière & Jean Gaudart & Marine Mosnier & Cyril Farnarier & Pascal Auquier & Emilie Mosnier, 2022. "Residential Mobility of a Cohort of Homeless People in Times of Crisis: COVID-19 Pandemic in a European Metropolis," IJERPH, MDPI, vol. 19(5), pages 1-24, March.
    6. Wilson Rojas-Preciado & Mauricio Rojas-Campuzano & Purificación Galindo-Villardón & Omar Ruiz-Barzola, 2023. "Control Chart T2Qv for Statistical Control of Multivariate Processes with Qualitative Variables," Mathematics, MDPI, vol. 11(12), pages 1-32, June.
    7. Mkhinini, Marouane & Boughattas, Iteb & Alphonse, Vanessa & Livet, Alexandre & Gıustı-Mıller, Stéphanie & Bannı, Mohamed & Bousserrhıne, Noureddine, 2020. "Heavy metal accumulation and changes in soil enzymes activities and bacterial functional diversity under long-term treated wastewater irrigation in East Central region of Tunisia (Monastir governorate," Agricultural Water Management, Elsevier, vol. 235(C).

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