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Create quick and easy dot-and-whisker plots of regression results. It takes as input either (1) a coefficient table in standard form or (2) one (or a list of) fitted model objects (of any type that has methods implemented in the 'parameters' package). It returns 'ggplot' objects that can be further customized using tools from the 'ggplot2' package. The package also includes helper functions for tasks such as rescaling coefficients or relabeling predictor variables. See more methodological discussion of the visualization and data management methods used in this package in Kastellec and Leoni (2007) <doi:10.1017/S1537592707072209> and Gelman (2008) <doi:10.1002/sim.3107>.
| Version: | 0.8.3 |
| Depends: | R (≥ 3.2.0), ggplot2 (≥ 2.2.1) |
| Imports: | grid, gtable, gridExtra, stats, parameters, performance, patchwork, dplyr, stringr, ggstance, rlang, purrr |
| Suggests: | ordinal, tibble, knitr, rmarkdown, broom |
| Published: | 2024-09-27 |
| DOI: | 10.32614/CRAN.package.dotwhisker |
| Author: | Frederick Solt [aut], Yue Hu [aut, cre], Ben Bolker [ctb], Os Keyes [ctb], Stefan Müller [ctb], Thomas Leeper [ctb], Chris Wallace [ctb], Christopher Warshaw [ctb] |
| Maintainer: | Yue Hu <yuehu at tsinghua.edu.cn> |
| BugReports: | https://github.com/fsolt/dotwhisker/issues |
| License: | MIT + file LICENSE |
| URL: | https://fsolt.org/dotwhisker/ |
| NeedsCompilation: | no |
| Materials: | NEWS |
| In views: | MixedModels |
| CRAN checks: | dotwhisker results |
| Reference manual: | dotwhisker.pdf |
| Vignettes: |
dotwhisker: Dot-and-Whisker Plots of Regression Results (source, R code) dotwhisker: Remaking the Examples from Kastellec and Leoni (2007) (source, R code) |
| Package source: | dotwhisker_0.8.3.tar.gz |
| Windows binaries: | r-devel: dotwhisker_0.8.3.zip, r-release: dotwhisker_0.8.3.zip, r-oldrel: dotwhisker_0.8.3.zip |
| macOS binaries: | r-release (arm64): dotwhisker_0.8.3.tgz, r-oldrel (arm64): dotwhisker_0.8.3.tgz, r-release (x86_64): dotwhisker_0.8.3.tgz, r-oldrel (x86_64): dotwhisker_0.8.3.tgz |
| Old sources: | dotwhisker archive |
| Reverse suggests: | broom.mixed, glmmTMB |
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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.