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The Strucplot Framework: Visualizing Multi-way Contingency Tables with vcd

Author

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  • Meyer, David
  • Zeileis, Achim
  • Hornik, Kurt

Abstract

This paper describes the "strucplot" framework for the visualization of multi-way contingency tables. Strucplot displays include hierarchical conditional plots such as mosaic, association, and sieve plots, and can be combined into more complex, specialized plots for visualizing conditional independence, GLMs, and the results of independence tests. The framework's modular design allows flexible customization of the plots' graphical appearance, including shading, labeling, spacing, and legend, by means of "graphical appearance control" functions. The framework is provided by the R package vcd.

Suggested Citation

  • Meyer, David & Zeileis, Achim & Hornik, Kurt, 2006. "The Strucplot Framework: Visualizing Multi-way Contingency Tables with vcd," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 17(i03).
    • Handle: RePEc:jss:jstsof:v:017:i03
    DOI: http://hdl.handle.net/10.18637/jss.v017.i03
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    Cited by:

    1. Pilhöfer, Alexander & Unwin, Antony, 2013. "New Approaches in Visualization of Categorical Data: R Package extracat," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 53(i07).
    2. Yee, Thomas W., 2010. "The VGAM Package for Categorical Data Analysis," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 32(i10).
    3. repec:jss:jstsof:28:i08 is not listed on IDEAS
    4. Heiberger, Richard & Robbins, Naomi, 2014. "Design of Diverging Stacked Bar Charts for Likert Scales and Other Applications," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 57(i05).
    5. Brzezińska Justyna, 2018. "Visualization of Categorical Data Using Extracat Package in R," Econometrics. Advances in Applied Data Analysis, Sciendo, vol. 22(2), pages 9-19, June.
    6. Cook, Dianne & Hofmann, Heike, 2011. "R Graphics (2nd Edition)," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 43(b03).
    7. Monira Hamid & Christopher Thron & Sallam Fageeri, 2021. "Demographics of Sudanese University Students in Relation to Regional Conflict and Underdevelopment," Social Sciences, MDPI, vol. 10(3), pages 1-33, March.
    8. Klusáček, Petr & Navrátil, Josef & Martinát, Stanislav & Krejčí, Tomáš & Golubchikov, Oleg & Pícha, Kamil & Škrabal, Jaroslav & Osman, Robert, 2021. "Planning for the future of derelict farm premises: From abandonment to regeneration?," Land Use Policy, Elsevier, vol. 102(C).
    9. repec:jss:jstsof:32:i10 is not listed on IDEAS
    10. Matthias Templ & Andreas Alfons & Peter Filzmoser, 2012. "Exploring incomplete data using visualization techniques," Advances in Data Analysis and Classification, Springer;German Classification Society - Gesellschaft für Klassifikation (GfKl);Japanese Classification Society (JCS);Classification and Data Analysis Group of the Italian Statistical Society (CLADAG);International Federation of Classification Societies (IFCS), vol. 6(1), pages 29-47, April.
    11. Pavlo Maksimov & Johannes Zerweck & Jitender P Dubey & Nikola Pantchev & Caroline F Frey & Aline Maksimov & Ulf Reimer & Mike Schutkowski & Morteza Hosseininejad & Mario Ziller & Franz J Conraths & Ge, 2013. "Serotyping of Toxoplasma gondii in Cats (Felis domesticus) Reveals Predominance of Type II Infections in Germany," PLOS ONE, Public Library of Science, vol. 8(11), pages 1-1, November.
    12. Justyna Brzezińska, 2012. "Independence analysis of nominal data with the use of log-linear models in R," Statistics in Transition new series, Główny Urząd Statystyczny (Polska), vol. 13(2), pages 311-320, June.
    13. Hothorn, Torsten & Hornik, Kurt & van de Wiel, Mark A. & Zeileis, Achim, 2008. "Implementing a Class of Permutation Tests: The coin Package," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 28(i08).
    14. Zeileis, Achim & Hornik, Kurt & Murrell, Paul, 2009. "Escaping RGBland: Selecting colors for statistical graphics," Computational Statistics & Data Analysis, Elsevier, vol. 53(9), pages 3259-3270, July.
    15. Andreas Alfons & Stefan Kraft & Matthias Templ & Peter Filzmoser, 2011. "Simulation of close-to-reality population data for household surveys with application to EU-SILC," Statistical Methods & Applications, Springer;Società Italiana di Statistica, vol. 20(3), pages 383-407, August.

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