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Anscombe's quartet are a set of four two-variable datasets that have several common summary statistics but which have very different joint distributions. This becomes apparent when the data are plotted, which illustrates the importance of using graphical displays in Statistics. This package enables the creation of datasets that have identical marginal sample means and sample variances, sample correlation, least squares regression coefficients and coefficient of determination. The user supplies an initial dataset, which is shifted, scaled and rotated in order to achieve target summary statistics. The general shape of the initial dataset is retained. The target statistics can be supplied directly or calculated based on a user-supplied dataset. The 'datasauRus' package <https://cran.r-project.org/package=datasauRus> provides further examples of datasets that have markedly different scatter plots but share many sample summary statistics.
| Version: | 1.1.0 |
| Depends: | R (≥ 3.3.0) |
| Imports: | graphics, stats |
| Suggests: | datasauRus, datasets, gganimate, ggplot2, maps, testthat, knitr, rmarkdown |
| Published: | 2022-10-02 |
| DOI: | 10.32614/CRAN.package.anscombiser |
| Author: | Paul J. Northrop [aut, cre, cph] |
| Maintainer: | Paul J. Northrop <p.northrop at ucl.ac.uk> |
| BugReports: | https://github.com/paulnorthrop/anscombiser/issues |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| URL: | https://paulnorthrop.github.io/anscombiser/, https://github.com/paulnorthrop/anscombiser |
| NeedsCompilation: | no |
| Materials: | README NEWS |
| CRAN checks: | anscombiser results |
| Reference manual: | anscombiser.pdf |
| Vignettes: |
An overview of anscombiser |
| Package source: | anscombiser_1.1.0.tar.gz |
| Windows binaries: | r-devel: anscombiser_1.1.0.zip, r-release: anscombiser_1.1.0.zip, r-oldrel: anscombiser_1.1.0.zip |
| macOS binaries: | r-release (arm64): anscombiser_1.1.0.tgz, r-oldrel (arm64): anscombiser_1.1.0.tgz, r-release (x86_64): anscombiser_1.1.0.tgz, r-oldrel (x86_64): anscombiser_1.1.0.tgz |
| Old sources: | anscombiser archive |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.