New approaches in visualization of categorical data: R package extracat

Journal of Statistical Software

Volumn 53, Issue 7, 2013, Pages 1-25

  Pilhöfer, Alexander ^a   Unwin, Antony ^a  

^a UNIVERSITY OF AUGSBURG   (Germany)

Author keywords

Categorical data; Multiple barcharts; Parallel coordinates; R

Indexed keywords

EID: 84878441490     PISSN: 15487660     EISSN: None     Source Type: Journal    
DOI: 10.18637/jss.v053.i07     Document Type: Article

References (25)

1. Bendix F, Kosara R, Hauser H (2005). \Parallel Sets: Visual Analysis of Categorical Data." In Proceedings of the 2005 IEEE Symposium on Information Visualization (InfoVis), pp. 133-140.
2. Department of Statistics, University of Munich (1983). \Consumer Satisfaction of Car Owners." Accessed 2010-07-19, URL http:www.stat.uni-muenchen.de/service/ datenarchiv/auto/auto_e.html.
3. d'Ocagne M (1885). Coordonn_ees Parall_eles et Axiales: M_ethode de Transformation G_eom_etrique et Proc_ed_e Nouveau de Calcul Graphique d _ Eduits de la Consid_eration des Coordonn_ees Parall_elles. Gauthier-Villars, Paris.
4. Fox J (2003). \E_ect Displays in R for Generalised Linear Models." Journal of Statistical Software, 8(15), 1-27. URL http:www.jstatsoft.org/v08/i15/.
5. Fox J, Hong J (2009). \E_ect Displays in R for Multinomial and Proportional-Odds Logit Models: Extensions to the e_ects Package." Journal of Statistical Software, 32(1), 1-24. URL http:www.jstatsoft.org/v32/i01/.
6. Friendly M (1994). \Mosaic Displays for Multi-Way Contingency Tables." Journal of the American Statistical Association, 89, 190-200.
7. Friendly M (2000). Visualizing Categorical Data. SAS Insitute, Carey.
8. Hartigan JA, Kleiner B (1981). \Mosaics for Contingency Tables." In WF Eddy (ed.), Com-puter Science and Statistics: Proceedings of the 13th Symposium on the Interface, pp.268-273. Springer-Verlag, New York.
9. Helbig M, Theus M, Urbanek S (2005). \JGR: A Java GUI for R." The Computing and Graphics Newsletter, 16(2), 9-12.
10. Hofmann H (2000). \Exploring Categorical Data: Interactive Mosaic Plots." Metrika, 51(1),11-26.
11. Hofmann H (2001). \Generalized Odds Ratios for Visual Modeling." Journal of Computational and Graphical Statistics, 10(4), 628-640.
12. Ihaka R, Murrell P, Hornik K, Fisher JC, Zeileis A (2013). colorspace: Color Space Manipu-lation. R package version 1.2-2, URL http:CRAN.R-project.org/package=colorspace.
13. Inselberg A (2009). Parallel Coordinates. Springer-Verlag, New York.
14. Kosara R, Ziemkiewicz C (2009). \Parallel Sets v2.1: Categorical Data Visualization." URL http:eagereyes.org/parallel-sets.
15. Meyer D, Zeileis A, Hornik K (2006). \The Strucplot Framework: Visualizing Multi-Way Contingency Tables with vcd." Journal of Statistical Software, 17(3), 1-48. URL http: www.jstatsoft.org/v17/i03/.
16. R Core Team (2013). R: A Language and Environment for Statistical Computing. R Foundation for Statistical Computing, Vienna, Austria. URL http:www.R-project.org/.
17. Theus M, Lauer SRW (1999). \Visualizing Loglinear Models." Journal of Computational and Graphical Statistics, 8(3), 396-412.
18. Theus M, Urbanek S (2008). Interactive Graphics for Data Analysis: Principles and Examples.Chapman & Hall/CRC.
19. Tutz G (2011). Regression for Categorical Data. Cambridge University Press, Cambridge.
20. Unwin A, Theus M, Hofmann H (2006). Graphics of Large Datasets: Visualizing a Million. Springer-Verlag, New York.
21. Unwin A, Volinsky C, Winkler S (2003). \Parallel Coordinates for Exploratory Modelling Analysis." Computational Statistics & Data Analysis, 43(4), 553-564.
22. Urbanek S (2007). \iWidgets - Basic GUI Widgets for R." Accessed 2010-07-21, URL http:www.rforge.net/iWidgets/.
23. Urbanek S, Theus M (2003). Plots - High Interaction Graphics for R. In K Hornik, F Leisch, A Zeileis (eds.), Proceedings of the 3rd International Workshop on Distributed Statistical Computing 2003. Technische Universität Wien, Vienna, Austria. URL http:www.ci.tuwien.ac.at/Conferences/DSC-2003/Proceedings/.
24. Venables WN, Ripley BD (2002). Modern Applied Statistics with S. 4th edition. Springer-Verlag, New York.
25. Zeileis A, Hornik K, Murrell P (2009). \Escaping RGBland: Selecting Colors for Statistical Graphics. Computational Statistics & Data Analysis, 53, 3259-3270.