panelsummary creates publication-quality regression tables that have multiple panels. Paneled regression tables are particularly useful for showing output for models that are estimated with multiple dependent variables. A simple call to
panelsummary::panelsummary will create a regression table that can be viewed in the RStudio Viewer panel, be edited with
kableExtra’s suite of customization functions, and be output to latex.
As of now,
panelsummary is intended for use with the
fixest package, although more model classes are planned. Please use the
panelsummary::models_supported function to view a list of all model classes that are currently supported.
You can install the development version of panelsummary from GitHub with:
# install.packages("devtools") devtools::install_github("michaeltopper1/panelsummary")
panelsummary can easily create beautiful paneled tables without any manual editing:
One of the strongest cases to use
panelsummary is that it returns a
kableExtra object. This means that you can easily customize your table using
kableExtra’s suite of functions with the pipe operator (
stars- indicate significance.
coef_map- subset, rename, and reorder coefficients.
coef_omit- use regular expressions to determine which coefficients should be omitted from the table.
gof_map- rename, reorder, and omit goodness-of-fit statistics.
To learn more about
panelsummary, get started with the introductory vignette.