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dotwhisker (version 0.8.3)

Dot-and-Whisker Plots of Regression Results

Description

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) and Gelman (2008) .

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Version

Install

install.packages('dotwhisker')

Monthly Downloads

4,369

Version

0.8.3

License

MIT + file LICENSE

Maintainer

Last Published

September 27th, 2024

Functions in dotwhisker (0.8.3)

by_2sd

Rescale regression results by multiplying by 2 standard deviations
small_multiple

Generate a 'Small Multiple' Plot of Regression Results
relabel_predictors

Relabel the Predictors in a Tidy Data Frame of Regression Results
relabel_y_axis

Relabel the Y-Axis of a Dot-Whisker Plot
add_brackets

Add Labelled Brackets to Group Predictors in a Dot-and-Whisker Plot
dwplot

Dot-and-Whisker Plots of Regression Results
secret_weapon

Generate a 'Secret Weapon' Plot of Regression Results from Multiple Models