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In the spirit of Anscombe's quartet, this package includes datasets that demonstrate the importance of visualizing your data, the importance of not relying on statistical summary measures alone, and why additional assumptions about the data generating mechanism are needed when estimating causal effects. The package includes "Anscombe's Quartet" (Anscombe 1973) <doi:10.1080/00031305.1973.10478966>, D'Agostino McGowan & Barrett (2023) "Causal Quartet" <doi:10.48550/arXiv.2304.02683>, "Datasaurus Dozen" (Matejka & Fitzmaurice 2017), "Interaction Triptych" (Rohrer & Arslan 2021) <doi:10.1177/25152459211007368>, "Rashomon Quartet" (Biecek et al. 2023) <doi:10.48550/arXiv.2302.13356>, and Gelman "Variation and Heterogeneity Causal Quartets" (Gelman et al. 2023) <doi:10.48550/arXiv.2302.12878>.
Version: | 0.1.1 |
Depends: | R (≥ 2.10) |
Published: | 2023-04-13 |
DOI: | 10.32614/CRAN.package.quartets |
Author: | Lucy D'Agostino McGowan [aut, cre] |
Maintainer: | Lucy D'Agostino McGowan <lucydagostino at gmail.com> |
BugReports: | https://github.com/r-causal/quartets/issues |
License: | MIT + file LICENSE |
URL: | https://github.com/r-causal/quartets, https://r-causal.github.io/quartets/ |
NeedsCompilation: | no |
Citation: | quartets citation info |
Materials: | README NEWS |
CRAN checks: | quartets results |
Reference manual: | quartets.pdf |
Package source: | quartets_0.1.1.tar.gz |
Windows binaries: | r-devel: quartets_0.1.1.zip, r-release: quartets_0.1.1.zip, r-oldrel: quartets_0.1.1.zip |
macOS binaries: | r-release (arm64): quartets_0.1.1.tgz, r-oldrel (arm64): quartets_0.1.1.tgz, r-release (x86_64): quartets_0.1.1.tgz, r-oldrel (x86_64): quartets_0.1.1.tgz |
Old sources: | quartets archive |
Please use the canonical form https://CRAN.R-project.org/package=quartets to link to this page.
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.