Package: dotwhisker 0.8.3
Yue Hu
dotwhisker: Dot-and-Whisker Plots of Regression Results
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>.
Authors:
dotwhisker_0.8.3.tar.gz
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dotwhisker.pdf |dotwhisker.html✨
dotwhisker/json (API)
NEWS
| # Install 'dotwhisker' in R: |
| install.packages('dotwhisker', repos = c('https://blaserlab.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/fsolt/dotwhisker/issues
Last updated 2 months agofrom:a36e9cef49. Checks:OK: 7. Indexed: no.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Oct 27 2024 |
| R-4.5-win | OK | Oct 27 2024 |
| R-4.5-linux | OK | Oct 27 2024 |
| R-4.4-win | OK | Oct 27 2024 |
| R-4.4-mac | OK | Oct 27 2024 |
| R-4.3-win | OK | Oct 27 2024 |
| R-4.3-mac | OK | Oct 27 2024 |
Exports:add_bracketsby_2sddwplotrelabel_predictorsrelabel_y_axissecret_weaponsmall_multiple
Dependencies:bayestestRclicolorspacedatawizarddplyrfansifarvergenericsggplot2ggstancegluegridExtragtableinsightisobandlabelinglatticelifecyclemagrittrMASSMatrixmgcvmunsellnlmeparameterspatchworkperformancepillarpkgconfigplyrpurrrR6RColorBrewerRcpprlangscalesstringistringrtibbletidyselectutf8vctrsviridisLitewithr
dotwhisker: Dot-and-Whisker Plots of Regression Results
Rendered fromdotwhisker-vignette.Rmdusingknitr::rmarkdownon Oct 27 2024.Last update: 2024-09-15
Started: 2015-08-19
dotwhisker: Remaking the Examples from Kastellec and Leoni (2007)
Rendered fromkl2007_examples.Rmdusingknitr::rmarkdownon Oct 27 2024.Last update: 2024-09-25
Started: 2015-08-26
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Add Labelled Brackets to Group Predictors in a Dot-and-Whisker Plot | add_brackets |
| Rescale regression results by multiplying by 2 standard deviations | by_2sd |
| Dot-and-Whisker Plots of Regression Results | dwplot dw_plot |
| Relabel the Predictors in a Tidy Data Frame of Regression Results | relabel_predictors |
| Relabel the Y-Axis of a Dot-Whisker Plot | relabel_y_axis |
| Generate a 'Secret Weapon' Plot of Regression Results from Multiple Models | secret_weapon |
| Generate a 'Small Multiple' Plot of Regression Results | small_multiple |
