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The grammar of graphics
Abstract
The grammar of graphics (GoG) denotes a system with seven classes embedded in a data flow. This data flow specifies a strict order in which data are transformed from a raw dataset to a statistical graphic. Each class contains multiple methods, each of which is a function executed at the step in the data flow corresponding to that class. The classes are orthogonal, in the sense that the product set of all classes (every possible sequence of class methods) defines a space of graphics which is meaningful at every point. The meaning of a statistical graphic is thus determined by the mapping produced by the function chain linking data and graphic. WIREs Comp Stat 2010 2 673–677 DOI: 10.1002/wics.118 This article is categorized under: Statistical and Graphical Methods of Data Analysis > Statistical Graphics and Visualization
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The Elements of Statistical Learning
Hastie, T., Friedman, J., & Tibshirani, R. (2001) · Springer Series in Statistics · doi:10.1007/978-0-387-21606-5 · Cited by 24,162
On the Theory of Scales of Measurement
Stevens, S. S. (1946) · Science · doi:10.1126/science.103.2684.677 · Cited by 4,761
Cited by
Wickham, H., Averick, M., Bryan, J., Chang, W., McGowan, L., François, R., Grolemund, G., Hayes, A., Henry, L., Hester, J., et al. (2019) · Journal of Open Source Software · doi:10.21105/joss.01686 · Cited by 22,138
phyloseq: An R Package for Reproducible Interactive Analysis and Graphics of Microbiome Census Data
McMurdie, P. J., & Holmes, S. (2013) · PLoS ONE · doi:10.1371/journal.pone.0061217 · Cited by 21,322
TBtools: An Integrative Toolkit Developed for Interactive Analyses of Big Biological Data
Chen, C., Chen, H., Zhang, Y., Thomas, H. R., Frank, M. H., He, Y., & Xia, R. (2020) · Molecular Plant · doi:10.1016/j.molp.2020.06.009 · Cited by 14,517
ggmap: Spatial Visualization with ggplot2
Kahle, D., & Wickham, H. (2013) · The R Journal · doi:10.32614/rj-2013-014 · Cited by 2,119
Hand, D. J. (2007) · Drug Safety · doi:10.2165/00002018-200730070-00010 · Cited by 1,044
Metadata
- Authors
- Wilkinson, L.
- Venue
- WIREs Computational Statistics
- Publisher
- Wiley
- Published
- 2010-10-11
- Volume
- 2
- Issue
- 6
- Pages
- 673-677
- ISSN
- 1939-0068 (ISSN-L)
- 1939-5108
- OpenAlex
- W2079201812
- Cited by
- 712
- References
- 2
- FWCI
- 14.12
- Type
- journal article
- Language
- en
- Open access
- closed
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